Issue 1 - Volume 2358 - Journal of Physics: Conference Series

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288 416 288c17.7 0 32-14.3 32-32s-14.3-32-32-32l-306.7 0L214.6 118.6c12.5-12.5 12.5-32.8 0-45.3s-32.8-12.5-45.3 0l-160 160z"/></svg>Previous issue</a> <a href="/issue/1742-6596/2348/1" class="ml-1">Next issue<svg aria-hidden="true" class="fa-icon fa-icon--right" role="img" focusable="false" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><path d="M438.6 278.6c12.5-12.5 12.5-32.8 0-45.3l-160-160c-12.5-12.5-32.8-12.5-45.3 0s-12.5 32.8 0 45.3L338.8 224 32 224c-17.7 0-32 14.3-32 32s14.3 32 32 32l306.7 0L233.4 393.4c-12.5 12.5-12.5 32.8 0 45.3s32.8 12.5 45.3 0l160-160z"/></svg></a> </p> <h4 class="mb-05">2022 2nd International Conference on Power System and Energy Internet (PoSEI 2022) 04/08/2022 - 07/08/2022 Online</h4> <p> Accepted papers received: 06 October 2022 <br> Published online: 26 October 2022 </p> </div>   <p id="jnl-issue-disp-links" class="cf"> <button data-reveal-label-alt="Close all abstracts" class="reveal-all-trigger mr-2 small" data-reveal-text="Open all abstracts" data-link-purpose-append="in this issue" data-link-purpose-append-open="in this issue">Open all abstracts<span class="offscreen-hidden">, in this issue</span></button> </p>   <form id="articles" method="post" action="" class="article-list-form"> <input type="hidden" name="issn" value="1742-6596" /> <input type="hidden" name="volume" value="2358" /> <input type="hidden" name="issue" value="1" /> <div class="art-list" id="wd-jnl-issue-art-list"> <h3 class="bdt-6 bd-grey-tint mb-1"> Preface</h3>  <div class="art-list-item reveal-container reveal-closed"> <div class="art-list-item-body"> <div class="indexer">011001</div> <div class="eyebrow">  <span class="offscreen-hidden">The following article is </span> <span class="red-text wd-jnl-art-collection-label">Open access</span>  </div> <div class="art-list-item-title-wrapper"> <a href="/article/10.1088/1742-6596/2358/1/011001" class="art-list-item-title"> Preface </a> </div>   <div class="art-list-item-tools small"> <button type="button" class="reveal-trigger mr-2 nowrap"> <svg aria-hidden="true" class="fa-icon fa-icon--left fa-icon--flip" role="img" focusable="false" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 320 512"><path d="M137.4 374.6c12.5 12.5 32.8 12.5 45.3 0l128-128c9.2-9.2 11.9-22.9 6.9-34.9s-16.6-19.8-29.6-19.8L32 192c-12.9 0-24.6 7.8-29.6 19.8s-2.2 25.7 6.9 34.9l128 128z"/></svg><span class="reveal-trigger-label" data-reveal-label-alt="Close abstract" data-reveal-text="Open abstract" data-link-purpose-append="Preface" data-link-purpose-append-open="Preface">Open abstract</span> </button> <a href="/article/10.1088/1742-6596/2358/1/011001/meta" class="mr-2 nowrap"> <span class="icon-article"></span>View article<span class="offscreen-hidden">, Preface</span> </a> <a href="/article/10.1088/1742-6596/2358/1/011001/pdf" class="mr-2 nowrap"> <span class="icon-file-pdf"></span>PDF<span class="offscreen-hidden">, Preface</span> </a> </div> <div class="reveal-content"> <div class="article-text view-text-small"> <div class="article-text wd-jnl-art-abstract cf" itemprop="description"> <p>The 2022 2<sup>nd</sup> International Conference on Power System and Energy Internet (PoSEI2022) was held online on August 5-7 in Nanjing, China. PoSEI 2022 brought together innovative academics and industrial experts in the field of Power systems and Energy Internet in a common forum, promoting research and developmental activities in these fields.</p><p>In the conference, we were greatly honored to have both Prof. Rongbang An from Jinan University, China and Prof. Hzalie Bin Mokhlis from University of Malaya, Malaysia to serve as our Conference General Chairmen. 90 individuals around the world took part in the conference. Divided into three parts, the conference agenda included keynote speeches, oral presentations and online Q&A discussion. Firstly, the keynote speakers were each allocated 30-45 minutes to address their speeches. Then in the next part, oral presentations, the excellent papers we had selected were presented by their authors one by one.</p><p>Five distinguished professors were invited to hold keynote speeches during the conference. Among them, Prof. Min Wang from Hohai University, China performed a thought-provoking speech on the Correlation Analysis and Its Typical Application in Power System. The concept of correlation, classification, characteristics and its typical application in power system were studied in this research. Especially, some typical applications of correlation analysis in the field of power system research were discussed, including multiscale dynamic correlation analysis of Wind-PV power station output based on TDIC, research on microgrid two-way auction mechanism based on fixed effect Spatial Lagged Model, and risk assessment of distribution network equipment based on the Marcos method. Moreover, Prof. Hzalie Bin Mokhlis from University of Malaya, Malaysia made a report on: The Role of Nature Inspired Optimization in Power System Research. The presentation discussed the application of nature-inspired optimization techniques in recent power system research, covering the current challenges to power systems. And some examples of research work on the use of nature-inspired optimizations were also presented. Their insightful speeches had triggered heated discussion. And every participant praised this conference for disseminating useful and insightful knowledge.</p><p>List of Committee member is available in this pdf.</p> </div> </div> <div class="art-list-item-tools small"> <a class="mr-2" href="https://doi.org/10.1088/1742-6596/2358/1/011001">https://doi.org/10.1088/1742-6596/2358/1/011001</a> </div> </div> </div> </div>   <div class="art-list-item reveal-container reveal-closed"> <div class="art-list-item-body"> <div class="indexer">011002</div> <div class="eyebrow">  <span class="offscreen-hidden">The following article is </span> <span class="red-text wd-jnl-art-collection-label">Open access</span>  </div> <div class="art-list-item-title-wrapper"> <a href="/article/10.1088/1742-6596/2358/1/011002" class="art-list-item-title"> Peer Review Statement </a> </div>   <div class="art-list-item-tools small"> <button type="button" class="reveal-trigger mr-2 nowrap"> <svg aria-hidden="true" class="fa-icon fa-icon--left fa-icon--flip" role="img" focusable="false" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 320 512"><path d="M137.4 374.6c12.5 12.5 32.8 12.5 45.3 0l128-128c9.2-9.2 11.9-22.9 6.9-34.9s-16.6-19.8-29.6-19.8L32 192c-12.9 0-24.6 7.8-29.6 19.8s-2.2 25.7 6.9 34.9l128 128z"/></svg><span class="reveal-trigger-label" data-reveal-label-alt="Close abstract" data-reveal-text="Open abstract" data-link-purpose-append="Peer Review Statement" data-link-purpose-append-open="Peer Review Statement">Open abstract</span> </button> <a href="/article/10.1088/1742-6596/2358/1/011002/meta" class="mr-2 nowrap"> <span class="icon-article"></span>View article<span class="offscreen-hidden">, Peer Review Statement</span> </a> <a href="/article/10.1088/1742-6596/2358/1/011002/pdf" class="mr-2 nowrap"> <span class="icon-file-pdf"></span>PDF<span class="offscreen-hidden">, Peer Review Statement</span> </a> </div> <div class="reveal-content"> <div class="article-text view-text-small"> <div class="article-text wd-jnl-art-abstract cf" itemprop="description"> <p>All papers published in this volume have been reviewed through processes administered by the Editors. Reviews were conducted by expert referees to the professional and scientific standards expected of a proceedings journal published by IOP Publishing Publishing.</p><p>• <b>Type of peer review:</b> Single Anonymous</p><p>• <b>Conference submission management system:</b> Morressier</p><p>• <b>Number of submissions received:</b> 39</p><p>• <b>Number of submissions sent for review:</b> 33</p><p>• <b>Number of submissions accepted:</b> 20</p><p>• <b>Acceptance Rate (Submissions Accepted / Submissions Received <b>×</b> 100):</b> 51.3</p><p>• <b>Average number of reviews per paper:</b> 2</p><p>• <b>Total number of reviewers involved:</b> 8</p><p>• <b>Contact person for queries:</b></p><p><b>Name:</b> Xuexia Ye</p><p><b>Email:</b> xx.ye@keoaeic.org</p><p><b>Affiliation:</b> AEIC Academic Exchange Information Centre</p> </div> </div> <div class="art-list-item-tools small"> <a class="mr-2" href="https://doi.org/10.1088/1742-6596/2358/1/011002">https://doi.org/10.1088/1742-6596/2358/1/011002</a> </div> </div> </div> </div>  <h3 class="bdt-6 bd-grey-tint mb-1"> New Energy Development and Utilization and Power System Analysis</h3>  <div class="art-list-item reveal-container reveal-closed"> <div class="art-list-item-body"> <div class="indexer">012001</div> <div class="eyebrow">  <span class="offscreen-hidden">The following article is </span> <span class="red-text wd-jnl-art-collection-label">Open access</span>  </div> <div class="art-list-item-title-wrapper"> <a href="/article/10.1088/1742-6596/2358/1/012001" class="art-list-item-title"> Analysis of Electric Field Distribution of Insulators YD-JZ 10 kV Oil-Immersed Transformers </a> </div> <p class="small art-list-item-meta"><span itemtype="http://schema.org/Person" itemprop="author" class="nowrap"><span itemprop="name">Qi Feng</span></span> and <span itemtype="http://schema.org/Person" itemprop="author" class="nowrap"><span itemprop="name">Zhenhua Shao</span></span></p>   <div class="art-list-item-tools small"> <button type="button" class="reveal-trigger mr-2 nowrap"> <svg aria-hidden="true" class="fa-icon fa-icon--left fa-icon--flip" role="img" focusable="false" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 320 512"><path d="M137.4 374.6c12.5 12.5 32.8 12.5 45.3 0l128-128c9.2-9.2 11.9-22.9 6.9-34.9s-16.6-19.8-29.6-19.8L32 192c-12.9 0-24.6 7.8-29.6 19.8s-2.2 25.7 6.9 34.9l128 128z"/></svg><span class="reveal-trigger-label" data-reveal-label-alt="Close abstract" data-reveal-text="Open abstract" data-link-purpose-append="Analysis of Electric Field Distribution of Insulators YD-JZ 10 kV Oil-Immersed Transformers" data-link-purpose-append-open="Analysis of Electric Field Distribution of Insulators YD-JZ 10 kV Oil-Immersed Transformers">Open abstract</span> </button> <a href="/article/10.1088/1742-6596/2358/1/012001/meta" class="mr-2 nowrap"> <span class="icon-article"></span>View article<span class="offscreen-hidden">, Analysis of Electric Field Distribution of Insulators YD-JZ 10 kV Oil-Immersed Transformers</span> </a> <a href="/article/10.1088/1742-6596/2358/1/012001/pdf" class="mr-2 nowrap"> <span class="icon-file-pdf"></span>PDF<span class="offscreen-hidden">, Analysis of Electric Field Distribution of Insulators YD-JZ 10 kV Oil-Immersed Transformers</span> </a> </div> <div class="reveal-content"> <div class="article-text view-text-small"> <div class="article-text wd-jnl-art-abstract cf" itemprop="description"> <p>The electric field distribution of the YD-JZ 10 kV oil-immersed transformer insulator is analyzed by COMSOL simulation, calculation, and actual measurement methods. The result shows that the first shed of the insulator accounts for 18% of the voltage drop. After that, the voltage of each umbrella skirt decreased gradually, and the proportion of voltage drop of the last two umbrella skirts increased again. The electric field of the insulator tip burr is 1.16 <b>×</b> 10<sup>6</sup> V/m; spherical burr is 2.84 <b>×</b> 10<sup>5</sup> V/m. The simulation result shows that the maximum electric field of spherical air gap defect in an insulator is 1.38 <b>×</b> 10<sup>5</sup> V/m; conical air gap defect is 1.61 <b>×</b> 10<sup>5</sup> V/m <b>;</b> metal particle defect is 1.49 <b>×</b> 10<sup>5</sup> V/m. The simulated insulator umbrella skirt is covered with water. When the whole insulator umbrella skirt is short-circuited, there may be ground discharge. The measured results and simulation results show that the insulator can work normally if the umbrella skirt is not completely short-circuited.</p> </div> </div> <div class="art-list-item-tools small"> <a class="mr-2" href="https://doi.org/10.1088/1742-6596/2358/1/012001">https://doi.org/10.1088/1742-6596/2358/1/012001</a> </div> </div> </div> </div>   <div class="art-list-item reveal-container reveal-closed"> <div class="art-list-item-body"> <div class="indexer">012002</div> <div class="eyebrow">  <span class="offscreen-hidden">The following article is </span> <span class="red-text wd-jnl-art-collection-label">Open access</span>  </div> <div class="art-list-item-title-wrapper"> <a href="/article/10.1088/1742-6596/2358/1/012002" class="art-list-item-title"> A zonal balanced market clearing method in AC/DC hybrid system considering inter-area electricity exchange </a> </div> <p class="small art-list-item-meta"><span itemtype="http://schema.org/Person" itemprop="author" class="nowrap"><span itemprop="name">Xinyu He</span></span>, <span itemtype="http://schema.org/Person" itemprop="author" class="nowrap"><span itemprop="name">Ping Dong</span></span>, <span itemtype="http://schema.org/Person" itemprop="author" class="nowrap"><span itemprop="name">Mingbo Liu</span></span> and <span itemtype="http://schema.org/Person" itemprop="author" class="nowrap"><span itemprop="name">Ruijin He</span></span></p>   <div class="art-list-item-tools small"> <button type="button" class="reveal-trigger mr-2 nowrap"> <svg aria-hidden="true" class="fa-icon fa-icon--left fa-icon--flip" role="img" focusable="false" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 320 512"><path d="M137.4 374.6c12.5 12.5 32.8 12.5 45.3 0l128-128c9.2-9.2 11.9-22.9 6.9-34.9s-16.6-19.8-29.6-19.8L32 192c-12.9 0-24.6 7.8-29.6 19.8s-2.2 25.7 6.9 34.9l128 128z"/></svg><span class="reveal-trigger-label" data-reveal-label-alt="Close abstract" data-reveal-text="Open abstract" data-link-purpose-append="A zonal balanced market clearing method in AC/DC hybrid system considering inter-area electricity exchange" data-link-purpose-append-open="A zonal balanced market clearing method in AC/DC hybrid system considering inter-area electricity exchange">Open abstract</span> </button> <a href="/article/10.1088/1742-6596/2358/1/012002/meta" class="mr-2 nowrap"> <span class="icon-article"></span>View article<span class="offscreen-hidden">, A zonal balanced market clearing method in AC/DC hybrid system considering inter-area electricity exchange</span> </a> <a href="/article/10.1088/1742-6596/2358/1/012002/pdf" class="mr-2 nowrap"> <span class="icon-file-pdf"></span>PDF<span class="offscreen-hidden">, A zonal balanced market clearing method in AC/DC hybrid system considering inter-area electricity exchange</span> </a> </div> <div class="reveal-content"> <div class="article-text view-text-small"> <div class="article-text wd-jnl-art-abstract cf" itemprop="description"> <p>As the intra-provincial spot market matures and the inter-area electricity exchange increases in China, the market clearing method requires some exploration. This paper proposes a zonal balanced market clearing method in hybrid direct current/alternating current (AC/DC) systems considering inter-area electricity exchange. In each area, the independent operator carries out the intra-area market clearing. The operator of high voltage alternating current (HVAC) and high voltage direct current (HVDC) power transmission channels is responsible for safe system operation and the quotation for each area. According to the results of the areas' market clearing and the transmission lines' optimal power allocation, the operator updates the quotation until reaching the convergence conditions. The case studies demonstrate the feasibility of the proposed zonal market clearing method.</p> </div> </div> <div class="art-list-item-tools small"> <a class="mr-2" href="https://doi.org/10.1088/1742-6596/2358/1/012002">https://doi.org/10.1088/1742-6596/2358/1/012002</a> </div> </div> </div> </div>   <div class="art-list-item reveal-container reveal-closed"> <div class="art-list-item-body"> <div class="indexer">012003</div> <div class="eyebrow">  <span class="offscreen-hidden">The following article is </span> <span class="red-text wd-jnl-art-collection-label">Open access</span>  </div> <div class="art-list-item-title-wrapper"> <a href="/article/10.1088/1742-6596/2358/1/012003" class="art-list-item-title"> Study on optimization method of rural integrated energy system including renewable energy </a> </div> <p class="small art-list-item-meta"><span itemtype="http://schema.org/Person" itemprop="author" class="nowrap"><span itemprop="name">Lian Liu</span></span>, <span itemtype="http://schema.org/Person" itemprop="author" class="nowrap"><span itemprop="name">Dan Wu</span></span>, <span itemtype="http://schema.org/Person" itemprop="author" class="nowrap"><span itemprop="name">Aiqiang Pan</span></span> and <span itemtype="http://schema.org/Person" itemprop="author" class="nowrap"><span itemprop="name">Xingde Huang</span></span></p>   <div class="art-list-item-tools small"> <button type="button" class="reveal-trigger mr-2 nowrap"> <svg aria-hidden="true" class="fa-icon fa-icon--left fa-icon--flip" role="img" focusable="false" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 320 512"><path d="M137.4 374.6c12.5 12.5 32.8 12.5 45.3 0l128-128c9.2-9.2 11.9-22.9 6.9-34.9s-16.6-19.8-29.6-19.8L32 192c-12.9 0-24.6 7.8-29.6 19.8s-2.2 25.7 6.9 34.9l128 128z"/></svg><span class="reveal-trigger-label" data-reveal-label-alt="Close abstract" data-reveal-text="Open abstract" data-link-purpose-append="Study on optimization method of rural integrated energy system including renewable energy" data-link-purpose-append-open="Study on optimization method of rural integrated energy system including renewable energy">Open abstract</span> </button> <a href="/article/10.1088/1742-6596/2358/1/012003/meta" class="mr-2 nowrap"> <span class="icon-article"></span>View article<span class="offscreen-hidden">, Study on optimization method of rural integrated energy system including renewable energy</span> </a> <a href="/article/10.1088/1742-6596/2358/1/012003/pdf" class="mr-2 nowrap"> <span class="icon-file-pdf"></span>PDF<span class="offscreen-hidden">, Study on optimization method of rural integrated energy system including renewable energy</span> </a> </div> <div class="reveal-content"> <div class="article-text view-text-small"> <div class="article-text wd-jnl-art-abstract cf" itemprop="description"> <p>Due to the implementation of the rural revitalization strategy, the urbanization process in rural areas has been accelerated in China, as the economy has grown more rapidly and energy consumption has increased. Rural power infrastructure, however, remains inadequate and the rural power grid is relatively weak, which further exacerbates the contradiction between rural energy supply and demand. To solve these problems and achieve sustainable development, renewable energy sources should be utilized for energy supply in rural areas to reduce the demand for power from rural grids. Using this idea, this paper proposes an optimization method for an integrated energy system for rural areas that includes renewable energy sources. Firstly, a model of the output of equipment such as wind and solar biogas, as well as the model of energy storage equipment, is constructed. A portion of flexible load is considered when estimating energy consumption on the demand side. A day-ahead optimization model for rural energy systems is designed to minimize costs, which allows different energy sources to play complementary roles under the constraints of power balance, output limits, etc. The approach proposed in this paper may provide a comprehensive solution for optimizing the operation of an integrated rural energy system by improving its energy efficiency and maximizing its use of renewable energy resources. Furthermore, the article also provides specific examples of the feasibility of the method.</p> </div> </div> <div class="art-list-item-tools small"> <a class="mr-2" href="https://doi.org/10.1088/1742-6596/2358/1/012003">https://doi.org/10.1088/1742-6596/2358/1/012003</a> </div> </div> </div> </div>   <div class="art-list-item reveal-container reveal-closed"> <div class="art-list-item-body"> <div class="indexer">012004</div> <div class="eyebrow">  <span class="offscreen-hidden">The following article is </span> <span class="red-text wd-jnl-art-collection-label">Open access</span>  </div> <div class="art-list-item-title-wrapper"> <a href="/article/10.1088/1742-6596/2358/1/012004" class="art-list-item-title"> Optimization and self-dispatching of hydro-power companies in the electricity market </a> </div> <p class="small art-list-item-meta"><span itemtype="http://schema.org/Person" itemprop="author" class="nowrap"><span itemprop="name">Zhencheng Liang</span></span>, <span itemtype="http://schema.org/Person" itemprop="author" class="nowrap"><span itemprop="name">Qingqing Liang</span></span>, <span itemtype="http://schema.org/Person" itemprop="author" class="nowrap"><span itemprop="name">Ling Li</span></span> and <span itemtype="http://schema.org/Person" itemprop="author" class="nowrap"><span itemprop="name">Cuiyun Luo</span></span></p>   <div class="art-list-item-tools small"> <button type="button" class="reveal-trigger mr-2 nowrap"> <svg aria-hidden="true" class="fa-icon fa-icon--left fa-icon--flip" role="img" focusable="false" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 320 512"><path d="M137.4 374.6c12.5 12.5 32.8 12.5 45.3 0l128-128c9.2-9.2 11.9-22.9 6.9-34.9s-16.6-19.8-29.6-19.8L32 192c-12.9 0-24.6 7.8-29.6 19.8s-2.2 25.7 6.9 34.9l128 128z"/></svg><span class="reveal-trigger-label" data-reveal-label-alt="Close abstract" data-reveal-text="Open abstract" data-link-purpose-append="Optimization and self-dispatching of hydro-power companies in the electricity market" data-link-purpose-append-open="Optimization and self-dispatching of hydro-power companies in the electricity market">Open abstract</span> </button> <a href="/article/10.1088/1742-6596/2358/1/012004/meta" class="mr-2 nowrap"> <span class="icon-article"></span>View article<span class="offscreen-hidden">, Optimization and self-dispatching of hydro-power companies in the electricity market</span> </a> <a href="/article/10.1088/1742-6596/2358/1/012004/pdf" class="mr-2 nowrap"> <span class="icon-file-pdf"></span>PDF<span class="offscreen-hidden">, Optimization and self-dispatching of hydro-power companies in the electricity market</span> </a> </div> <div class="reveal-content"> <div class="article-text view-text-small"> <div class="article-text wd-jnl-art-abstract cf" itemprop="description"> <p>The deepening reform of the power system has resulted in increased competition between electricity market participants. The ADP method is applied to solve the optimal self-dispatch problem of hydro-power companies under uncertain conditions. Firstly, according to the characteristics of hydropower generation technology and self-dispatching, the operation model of hydropower is given. Then, according to the organization and trading behavior of the forward contract market and day-ahead market, a medium and long-term contract quantity decision framework based on stochastic programming is given. Based on the stochastic programming decision framework, the ADP method is used to solve the generation and water decisions in each stage, and the distribution strategy of the electricity quantity of forward transactions and day-trading electricity quantity is obtained. Finally, an example is given to demonstrate the effectiveness of the proposed model and ADP method.</p> </div> </div> <div class="art-list-item-tools small"> <a class="mr-2" href="https://doi.org/10.1088/1742-6596/2358/1/012004">https://doi.org/10.1088/1742-6596/2358/1/012004</a> </div> </div> </div> </div>   <div class="art-list-item reveal-container reveal-closed"> <div class="art-list-item-body"> <div class="indexer">012005</div> <div class="eyebrow">  <span class="offscreen-hidden">The following article is </span> <span class="red-text wd-jnl-art-collection-label">Open access</span>  </div> <div class="art-list-item-title-wrapper"> <a href="/article/10.1088/1742-6596/2358/1/012005" class="art-list-item-title"> Construction and practical analysis of digital portrait for promotion and application of integrated energy system technologies in China </a> </div> <p class="small art-list-item-meta"><span itemtype="http://schema.org/Person" itemprop="author" class="nowrap"><span itemprop="name">Chen Liang</span></span>, <span itemtype="http://schema.org/Person" itemprop="author" class="nowrap"><span itemprop="name">Xiping Ma</span></span>, <span itemtype="http://schema.org/Person" itemprop="author" class="nowrap"><span itemprop="name">Xiaoyang Dong</span></span>, <span itemtype="http://schema.org/Person" itemprop="author" class="nowrap"><span itemprop="name">Yaxin Li</span></span> and <span itemtype="http://schema.org/Person" itemprop="author" class="nowrap"><span itemprop="name">Junting Yang</span></span></p>   <div class="art-list-item-tools small"> <button type="button" class="reveal-trigger mr-2 nowrap"> <svg aria-hidden="true" class="fa-icon fa-icon--left fa-icon--flip" role="img" focusable="false" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 320 512"><path d="M137.4 374.6c12.5 12.5 32.8 12.5 45.3 0l128-128c9.2-9.2 11.9-22.9 6.9-34.9s-16.6-19.8-29.6-19.8L32 192c-12.9 0-24.6 7.8-29.6 19.8s-2.2 25.7 6.9 34.9l128 128z"/></svg><span class="reveal-trigger-label" data-reveal-label-alt="Close abstract" data-reveal-text="Open abstract" data-link-purpose-append="Construction and practical analysis of digital portrait for promotion and application of integrated energy system technologies in China" data-link-purpose-append-open="Construction and practical analysis of digital portrait for promotion and application of integrated energy system technologies in China">Open abstract</span> </button> <a href="/article/10.1088/1742-6596/2358/1/012005/meta" class="mr-2 nowrap"> <span class="icon-article"></span>View article<span class="offscreen-hidden">, Construction and practical analysis of digital portrait for promotion and application of integrated energy system technologies in China</span> </a> <a href="/article/10.1088/1742-6596/2358/1/012005/pdf" class="mr-2 nowrap"> <span class="icon-file-pdf"></span>PDF<span class="offscreen-hidden">, Construction and practical analysis of digital portrait for promotion and application of integrated energy system technologies in China</span> </a> </div> <div class="reveal-content"> <div class="article-text view-text-small"> <div class="article-text wd-jnl-art-abstract cf" itemprop="description"> <p>In view of problems of integrated energy system (IES) technologies, many influencing factors, and complex evaluation indicators are considered, and based on the comprehensive evaluation theory of operations research and digital portrait technology, this study proposes an evaluation model for the promotion and application of IES technologies in China. The evaluation model is built based on massive monitoring data and IES operation data, which generates multi-source feature evaluation labels from the dimensions like the environment, performance, economy, and society, integrates various IES technology promotion and application information, and creates a complete and multi-dimensional IES technology portrait. According to expert scoring and screening of important information characteristics of IES raw data, the labels are weighted by combining analytic hierarchy process (AHP) and entropy weighting, and the weight is refined to form an outline of an accurate depiction of the IES technical portrait. Finally, a national-level IES demonstration park in Shanghai, China is selected as an example for evaluation and verification. The results prove the applicability of the model proposed in this paper in real-world projects. The research here is expected to provide a basis for the design and construction of IES and the promotion of key IES technologies.</p> </div> </div> <div class="art-list-item-tools small"> <a class="mr-2" href="https://doi.org/10.1088/1742-6596/2358/1/012005">https://doi.org/10.1088/1742-6596/2358/1/012005</a> </div> </div> </div> </div>   <div class="art-list-item reveal-container reveal-closed"> <div class="art-list-item-body"> <div class="indexer">012006</div> <div class="eyebrow">  <span class="offscreen-hidden">The following article is </span> <span class="red-text wd-jnl-art-collection-label">Open access</span>  </div> <div class="art-list-item-title-wrapper"> <a href="/article/10.1088/1742-6596/2358/1/012006" class="art-list-item-title"> Optimizing energy conservation of central heating systems based on temperature stratified water tank </a> </div> <p class="small art-list-item-meta"><span itemtype="http://schema.org/Person" itemprop="author" class="nowrap"><span itemprop="name">Min Li</span></span>, <span itemtype="http://schema.org/Person" itemprop="author" class="nowrap"><span itemprop="name">Bing Bu</span></span>, <span itemtype="http://schema.org/Person" itemprop="author" class="nowrap"><span itemprop="name">Yifei Wang</span></span> and <span itemtype="http://schema.org/Person" itemprop="author" class="nowrap"><span itemprop="name">Huan Zhang</span></span></p>   <div class="art-list-item-tools small"> <button type="button" class="reveal-trigger mr-2 nowrap"> <svg aria-hidden="true" class="fa-icon fa-icon--left fa-icon--flip" role="img" focusable="false" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 320 512"><path d="M137.4 374.6c12.5 12.5 32.8 12.5 45.3 0l128-128c9.2-9.2 11.9-22.9 6.9-34.9s-16.6-19.8-29.6-19.8L32 192c-12.9 0-24.6 7.8-29.6 19.8s-2.2 25.7 6.9 34.9l128 128z"/></svg><span class="reveal-trigger-label" data-reveal-label-alt="Close abstract" data-reveal-text="Open abstract" data-link-purpose-append="Optimizing energy conservation of central heating systems based on temperature stratified water tank" data-link-purpose-append-open="Optimizing energy conservation of central heating systems based on temperature stratified water tank">Open abstract</span> </button> <a href="/article/10.1088/1742-6596/2358/1/012006/meta" class="mr-2 nowrap"> <span class="icon-article"></span>View article<span class="offscreen-hidden">, Optimizing energy conservation of central heating systems based on temperature stratified water tank</span> </a> <a href="/article/10.1088/1742-6596/2358/1/012006/pdf" class="mr-2 nowrap"> <span class="icon-file-pdf"></span>PDF<span class="offscreen-hidden">, Optimizing energy conservation of central heating systems based on temperature stratified water tank</span> </a> </div> <div class="reveal-content"> <div class="article-text view-text-small"> <div class="article-text wd-jnl-art-abstract cf" itemprop="description"> <p>In this paper, the central heating system is taken as the main research object. The finite volume method was used to optimize the number of internal partitions, the height of the partitions, and the position of the partitions in the hot water storage water tank. The influence of temperature stratified water tank with optimized structure and fully mixed water tank on the central heating system is also analyzed. The results show that the temperature stratified water tank is more energy efficient in heating than the fully mixed water tank. The study enriches the relevant part of energy storage in central heating systems and is of guidance for heating engineering projects.</p> </div> </div> <div class="art-list-item-tools small"> <a class="mr-2" href="https://doi.org/10.1088/1742-6596/2358/1/012006">https://doi.org/10.1088/1742-6596/2358/1/012006</a> </div> </div> </div> </div>   <div class="art-list-item reveal-container reveal-closed"> <div class="art-list-item-body"> <div class="indexer">012007</div> <div class="eyebrow">  <span class="offscreen-hidden">The following article is </span> <span class="red-text wd-jnl-art-collection-label">Open access</span>  </div> <div class="art-list-item-title-wrapper"> <a href="/article/10.1088/1742-6596/2358/1/012007" class="art-list-item-title"> Study on the Optimal Operation of Indoor Heating Considering the Envelope Structure in the Context of Time-Sharing Tariff </a> </div> <p class="small art-list-item-meta"><span itemtype="http://schema.org/Person" itemprop="author" class="nowrap"><span itemprop="name">Deyu Wang</span></span>, <span itemtype="http://schema.org/Person" itemprop="author" class="nowrap"><span itemprop="name">Ping Sun</span></span>, <span itemtype="http://schema.org/Person" itemprop="author" class="nowrap"><span itemprop="name">Haojia Huang</span></span>, <span itemtype="http://schema.org/Person" itemprop="author" class="nowrap"><span itemprop="name">Yang An</span></span> and <span itemtype="http://schema.org/Person" itemprop="author" class="nowrap"><span itemprop="name">Yunfeng Gao</span></span></p>   <div class="art-list-item-tools small"> <button type="button" class="reveal-trigger mr-2 nowrap"> <svg aria-hidden="true" class="fa-icon fa-icon--left fa-icon--flip" role="img" focusable="false" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 320 512"><path d="M137.4 374.6c12.5 12.5 32.8 12.5 45.3 0l128-128c9.2-9.2 11.9-22.9 6.9-34.9s-16.6-19.8-29.6-19.8L32 192c-12.9 0-24.6 7.8-29.6 19.8s-2.2 25.7 6.9 34.9l128 128z"/></svg><span class="reveal-trigger-label" data-reveal-label-alt="Close abstract" data-reveal-text="Open abstract" data-link-purpose-append="Study on the Optimal Operation of Indoor Heating Considering the Envelope Structure in the Context of Time-Sharing Tariff" data-link-purpose-append-open="Study on the Optimal Operation of Indoor Heating Considering the Envelope Structure in the Context of Time-Sharing Tariff">Open abstract</span> </button> <a href="/article/10.1088/1742-6596/2358/1/012007/meta" class="mr-2 nowrap"> <span class="icon-article"></span>View article<span class="offscreen-hidden">, Study on the Optimal Operation of Indoor Heating Considering the Envelope Structure in the Context of Time-Sharing Tariff</span> </a> <a href="/article/10.1088/1742-6596/2358/1/012007/pdf" class="mr-2 nowrap"> <span class="icon-file-pdf"></span>PDF<span class="offscreen-hidden">, Study on the Optimal Operation of Indoor Heating Considering the Envelope Structure in the Context of Time-Sharing Tariff</span> </a> </div> <div class="reveal-content"> <div class="article-text view-text-small"> <div class="article-text wd-jnl-art-abstract cf" itemprop="description"> <p>In this paper, a mathematical model of building heat transfer calculation is established, and the heat storage capacity of the building envelope model is tested and applied under the background of time-of-use electricity price. The building envelope in the context of time-of-use tariff in the process of simulating the temperature environment is considered, and the optimal solution derived by comparing the optimized operation scheme on a typical load day is adopted. Through the comparison of common schemes, the scheme proposed in this paper can effectively avoid energy waste, save electricity, improve the operation scheme of indoor heating in buildings, and provide theoretical reference for the optimal operation of building energy saving and consumption reduction.</p> </div> </div> <div class="art-list-item-tools small"> <a class="mr-2" href="https://doi.org/10.1088/1742-6596/2358/1/012007">https://doi.org/10.1088/1742-6596/2358/1/012007</a> </div> </div> </div> </div>   <div class="art-list-item reveal-container reveal-closed"> <div class="art-list-item-body"> <div class="indexer">012008</div> <div class="eyebrow">  <span class="offscreen-hidden">The following article is </span> <span class="red-text wd-jnl-art-collection-label">Open access</span>  </div> <div class="art-list-item-title-wrapper"> <a href="/article/10.1088/1742-6596/2358/1/012008" class="art-list-item-title"> PD control of VTOL aircraft trajectory tracking based on double-loop design </a> </div> <p class="small art-list-item-meta"><span itemtype="http://schema.org/Person" itemprop="author" class="nowrap"><span itemprop="name">Wen-lan Wang</span></span>, <span itemtype="http://schema.org/Person" itemprop="author" class="nowrap"><span itemprop="name">Xiong-huai Bai</span></span> and <span itemtype="http://schema.org/Person" itemprop="author" class="nowrap"><span itemprop="name">Lei Zheng</span></span></p>   <div class="art-list-item-tools small"> <button type="button" class="reveal-trigger mr-2 nowrap"> <svg aria-hidden="true" class="fa-icon fa-icon--left fa-icon--flip" role="img" focusable="false" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 320 512"><path d="M137.4 374.6c12.5 12.5 32.8 12.5 45.3 0l128-128c9.2-9.2 11.9-22.9 6.9-34.9s-16.6-19.8-29.6-19.8L32 192c-12.9 0-24.6 7.8-29.6 19.8s-2.2 25.7 6.9 34.9l128 128z"/></svg><span class="reveal-trigger-label" data-reveal-label-alt="Close abstract" data-reveal-text="Open abstract" data-link-purpose-append="PD control of VTOL aircraft trajectory tracking based on double-loop design" data-link-purpose-append-open="PD control of VTOL aircraft trajectory tracking based on double-loop design">Open abstract</span> </button> <a href="/article/10.1088/1742-6596/2358/1/012008/meta" class="mr-2 nowrap"> <span class="icon-article"></span>View article<span class="offscreen-hidden">, PD control of VTOL aircraft trajectory tracking based on double-loop design</span> </a> <a href="/article/10.1088/1742-6596/2358/1/012008/pdf" class="mr-2 nowrap"> <span class="icon-file-pdf"></span>PDF<span class="offscreen-hidden">, PD control of VTOL aircraft trajectory tracking based on double-loop design</span> </a> </div> <div class="reveal-content"> <div class="article-text view-text-small"> <div class="article-text wd-jnl-art-abstract cf" itemprop="description"> <p>In this design, a VTOL aircraft system is used as the controlled object. Aiming at the trajectory tracking problem of its position and attitude output, a trajectory tracking control method based on double closed-loop PD control is adopted to design. The trajectory tracking system of VTOL aircraft is decomposed into a track tracking subsystem and a roll tracking subsystem. At the same time, a double closed-loop PD control structure based on position outer loop and attitude inner loop is constructed, and a PD controller based on feedforward compensation is designed. The pole assignment method is used to set and select PD parameters. The stability of the double closed-loop system is ensured by the engineering method of making the reaction speed of the inner loop greater than that of the outer loop. Then, MATLAB software is used to simulate whether the control system can track the given trajectory. Simulation results show that this method simplifies the design process of the control system and makes certain that VTOL aircraft can track arbitrary trajectory outputs with three state outputs as soon as possible, thus meeting the needs of underactuated VTOL aircraft for arbitrary trajectory tracking.</p> </div> </div> <div class="art-list-item-tools small"> <a class="mr-2" href="https://doi.org/10.1088/1742-6596/2358/1/012008">https://doi.org/10.1088/1742-6596/2358/1/012008</a> </div> </div> </div> </div>   <div class="art-list-item reveal-container reveal-closed"> <div class="art-list-item-body"> <div class="indexer">012009</div> <div class="eyebrow">  <span class="offscreen-hidden">The following article is </span> <span class="red-text wd-jnl-art-collection-label">Open access</span>  </div> <div class="art-list-item-title-wrapper"> <a href="/article/10.1088/1742-6596/2358/1/012009" class="art-list-item-title"> Evaluation method considering rural new energy utilization </a> </div> <p class="small art-list-item-meta"><span itemtype="http://schema.org/Person" itemprop="author" class="nowrap"><span itemprop="name">Fan Luo</span></span>, <span itemtype="http://schema.org/Person" itemprop="author" class="nowrap"><span itemprop="name">Chen Liang</span></span>, <span itemtype="http://schema.org/Person" itemprop="author" class="nowrap"><span itemprop="name">Xiping Ma</span></span>, <span itemtype="http://schema.org/Person" itemprop="author" class="nowrap"><span itemprop="name">Yaxin Li</span></span> and <span itemtype="http://schema.org/Person" itemprop="author" class="nowrap"><span itemprop="name">Xiaoyang Dong</span></span></p>   <div class="art-list-item-tools small"> <button type="button" class="reveal-trigger mr-2 nowrap"> <svg aria-hidden="true" class="fa-icon fa-icon--left fa-icon--flip" role="img" focusable="false" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 320 512"><path d="M137.4 374.6c12.5 12.5 32.8 12.5 45.3 0l128-128c9.2-9.2 11.9-22.9 6.9-34.9s-16.6-19.8-29.6-19.8L32 192c-12.9 0-24.6 7.8-29.6 19.8s-2.2 25.7 6.9 34.9l128 128z"/></svg><span class="reveal-trigger-label" data-reveal-label-alt="Close abstract" data-reveal-text="Open abstract" data-link-purpose-append="Evaluation method considering rural new energy utilization" data-link-purpose-append-open="Evaluation method considering rural new energy utilization">Open abstract</span> </button> <a href="/article/10.1088/1742-6596/2358/1/012009/meta" class="mr-2 nowrap"> <span class="icon-article"></span>View article<span class="offscreen-hidden">, Evaluation method considering rural new energy utilization</span> </a> <a href="/article/10.1088/1742-6596/2358/1/012009/pdf" class="mr-2 nowrap"> <span class="icon-file-pdf"></span>PDF<span class="offscreen-hidden">, Evaluation method considering rural new energy utilization</span> </a> </div> <div class="reveal-content"> <div class="article-text view-text-small"> <div class="article-text wd-jnl-art-abstract cf" itemprop="description"> <p>Nowadays, it is indispensable for the establishment of a rural new energy utilization rating system, but the current evaluation system has shortcomings that it does not consider the subjective and objective impact, and cannot further select the best when the evaluation grades are the same. In this regard, we establish a new evaluation system for the utilization of new energy in rural areas considering the shortcomings listed above. A control item evaluation is established first according to the actual situation in rural areas and the relevant national standards. Once the item meets the standards, a general item evaluation will be conducted. In the general item evaluation, the subjective and objective weights are calculated using analytic hierarchy processes and entropy weighting methods, and the combined weight is determined through calculation. Then, each evaluation scheme is classified according to the matter-element extension analysis method. To obtain a better scheme, a fuzzy comprehensive evaluation is used when the evaluation level is the same. This paper provides a method that accounts for the subjectivity and objectivity of the evaluation object, classifies evaluation indicators, and resolves the issue of the same evaluation grade that can no longer be evaluated.</p> </div> </div> <div class="art-list-item-tools small"> <a class="mr-2" href="https://doi.org/10.1088/1742-6596/2358/1/012009">https://doi.org/10.1088/1742-6596/2358/1/012009</a> </div> </div> </div> </div>   <div class="art-list-item reveal-container reveal-closed"> <div class="art-list-item-body"> <div class="indexer">012010</div> <div class="eyebrow">  <span class="offscreen-hidden">The following article is </span> <span class="red-text wd-jnl-art-collection-label">Open access</span>  </div> <div class="art-list-item-title-wrapper"> <a href="/article/10.1088/1742-6596/2358/1/012010" class="art-list-item-title"> Prediction of Wind power rolling interval based on VMD-PSR-LSTM-QR </a> </div> <p class="small art-list-item-meta"><span itemtype="http://schema.org/Person" itemprop="author" class="nowrap"><span itemprop="name">Jianwen Li</span></span> and <span itemtype="http://schema.org/Person" itemprop="author" class="nowrap"><span itemprop="name">Fei Mei</span></span></p>   <div class="art-list-item-tools small"> <button type="button" class="reveal-trigger mr-2 nowrap"> <svg aria-hidden="true" class="fa-icon fa-icon--left fa-icon--flip" role="img" focusable="false" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 320 512"><path d="M137.4 374.6c12.5 12.5 32.8 12.5 45.3 0l128-128c9.2-9.2 11.9-22.9 6.9-34.9s-16.6-19.8-29.6-19.8L32 192c-12.9 0-24.6 7.8-29.6 19.8s-2.2 25.7 6.9 34.9l128 128z"/></svg><span class="reveal-trigger-label" data-reveal-label-alt="Close abstract" data-reveal-text="Open abstract" data-link-purpose-append="Prediction of Wind power rolling interval based on VMD-PSR-LSTM-QR" data-link-purpose-append-open="Prediction of Wind power rolling interval based on VMD-PSR-LSTM-QR">Open abstract</span> </button> <a href="/article/10.1088/1742-6596/2358/1/012010/meta" class="mr-2 nowrap"> <span class="icon-article"></span>View article<span class="offscreen-hidden">, Prediction of Wind power rolling interval based on VMD-PSR-LSTM-QR</span> </a> <a href="/article/10.1088/1742-6596/2358/1/012010/pdf" class="mr-2 nowrap"> <span class="icon-file-pdf"></span>PDF<span class="offscreen-hidden">, Prediction of Wind power rolling interval based on VMD-PSR-LSTM-QR</span> </a> </div> <div class="reveal-content"> <div class="article-text view-text-small"> <div class="article-text wd-jnl-art-abstract cf" itemprop="description"> <p>The integration of wind power into the power grid brings great challenges to the safe operation of the power system. Predicting the wind power interval can avoid effectively the randomness and volatility of the integration, and protect the security and stability of the power grid. Considering the non-stationary characteristics of wind power, this paper proposes a new wind power rolling interval prediction method based on VMD-PSR-LSTM-QR. First, wind power is decomposed into several subsequences by variational mode decomposition (VMD). Second, phase space reconstruction (PSR) maps the subsequences to a high-dimensional space and constructs them. Then, long short-term memory (LSTM) networks are used for training different subsequences, and quantile regression (QR) parameters are determined. Finally, the predicted results of each subsequence are reconstructed. This paper uses actual wind power data in China as examples to verify the proposed method, and it is found that the proposed method achieves significantly higher prediction accuracy than traditional methods.</p> </div> </div> <div class="art-list-item-tools small"> <a class="mr-2" href="https://doi.org/10.1088/1742-6596/2358/1/012010">https://doi.org/10.1088/1742-6596/2358/1/012010</a> </div> </div> </div> </div>  <h3 class="bdt-6 bd-grey-tint mb-1"> Intelligent Control System and Internet Abnormal Monitoring</h3>  <div class="art-list-item reveal-container reveal-closed"> <div class="art-list-item-body"> <div class="indexer">012011</div> <div class="eyebrow">  <span class="offscreen-hidden">The following article is </span> <span class="red-text wd-jnl-art-collection-label">Open access</span>  </div> <div class="art-list-item-title-wrapper"> <a href="/article/10.1088/1742-6596/2358/1/012011" class="art-list-item-title"> An Analysis of Influence of Network Topology on Power Network Reliability Based on OPLC </a> </div> <p class="small art-list-item-meta"><span itemtype="http://schema.org/Person" itemprop="author" class="nowrap"><span itemprop="name">Lina Fu</span></span></p>   <div class="art-list-item-tools small"> <button type="button" class="reveal-trigger mr-2 nowrap"> <svg aria-hidden="true" class="fa-icon fa-icon--left fa-icon--flip" role="img" focusable="false" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 320 512"><path d="M137.4 374.6c12.5 12.5 32.8 12.5 45.3 0l128-128c9.2-9.2 11.9-22.9 6.9-34.9s-16.6-19.8-29.6-19.8L32 192c-12.9 0-24.6 7.8-29.6 19.8s-2.2 25.7 6.9 34.9l128 128z"/></svg><span class="reveal-trigger-label" data-reveal-label-alt="Close abstract" data-reveal-text="Open abstract" data-link-purpose-append="An Analysis of Influence of Network Topology on Power Network Reliability Based on OPLC" data-link-purpose-append-open="An Analysis of Influence of Network Topology on Power Network Reliability Based on OPLC">Open abstract</span> </button> <a href="/article/10.1088/1742-6596/2358/1/012011/meta" class="mr-2 nowrap"> <span class="icon-article"></span>View article<span class="offscreen-hidden">, An Analysis of Influence of Network Topology on Power Network Reliability Based on OPLC</span> </a> <a href="/article/10.1088/1742-6596/2358/1/012011/pdf" class="mr-2 nowrap"> <span class="icon-file-pdf"></span>PDF<span class="offscreen-hidden">, An Analysis of Influence of Network Topology on Power Network Reliability Based on OPLC</span> </a> </div> <div class="reveal-content"> <div class="article-text view-text-small"> <div class="article-text wd-jnl-art-abstract cf" itemprop="description"> <p>Optical fiber to the home (PFTTH) is an access network technology, which uses optical fiber composite low voltage cable (OPLC) to realize the deep integration of the power grid and communication network infrastructure. Key technologies include network structure design and high-speed access technology, PON technology, and the OPLC technology. This paper introduces the key technologies of power fiber-to-home networking and the influence of network topology on the reliability of PFTTH.</p> </div> </div> <div class="art-list-item-tools small"> <a class="mr-2" href="https://doi.org/10.1088/1742-6596/2358/1/012011">https://doi.org/10.1088/1742-6596/2358/1/012011</a> </div> </div> </div> </div>   <div class="art-list-item reveal-container reveal-closed"> <div class="art-list-item-body"> <div class="indexer">012012</div> <div class="eyebrow">  <span class="offscreen-hidden">The following article is </span> <span class="red-text wd-jnl-art-collection-label">Open access</span>  </div> <div class="art-list-item-title-wrapper"> <a href="/article/10.1088/1742-6596/2358/1/012012" class="art-list-item-title"> A network security situational awareness system for text classification </a> </div> <p class="small art-list-item-meta"><span itemtype="http://schema.org/Person" itemprop="author" class="nowrap"><span itemprop="name">Xiaojian Pang</span></span>, <span itemtype="http://schema.org/Person" itemprop="author" class="nowrap"><span itemprop="name">Yang Su</span></span>, <span itemtype="http://schema.org/Person" itemprop="author" class="nowrap"><span itemprop="name">Wenwei Tao</span></span>, <span itemtype="http://schema.org/Person" itemprop="author" class="nowrap"><span itemprop="name">Zhaohui Hu</span></span> and <span itemtype="http://schema.org/Person" itemprop="author" class="nowrap"><span itemprop="name">Haiguang Chen</span></span></p>   <div class="art-list-item-tools small"> <button type="button" class="reveal-trigger mr-2 nowrap"> <svg aria-hidden="true" class="fa-icon fa-icon--left fa-icon--flip" role="img" focusable="false" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 320 512"><path d="M137.4 374.6c12.5 12.5 32.8 12.5 45.3 0l128-128c9.2-9.2 11.9-22.9 6.9-34.9s-16.6-19.8-29.6-19.8L32 192c-12.9 0-24.6 7.8-29.6 19.8s-2.2 25.7 6.9 34.9l128 128z"/></svg><span class="reveal-trigger-label" data-reveal-label-alt="Close abstract" data-reveal-text="Open abstract" data-link-purpose-append="A network security situational awareness system for text classification" data-link-purpose-append-open="A network security situational awareness system for text classification">Open abstract</span> </button> <a href="/article/10.1088/1742-6596/2358/1/012012/meta" class="mr-2 nowrap"> <span class="icon-article"></span>View article<span class="offscreen-hidden">, A network security situational awareness system for text classification</span> </a> <a href="/article/10.1088/1742-6596/2358/1/012012/pdf" class="mr-2 nowrap"> <span class="icon-file-pdf"></span>PDF<span class="offscreen-hidden">, A network security situational awareness system for text classification</span> </a> </div> <div class="reveal-content"> <div class="article-text view-text-small"> <div class="article-text wd-jnl-art-abstract cf" itemprop="description"> <p>The evaluation function of the existing network security situational awareness system is not perfect and often causes large average absolute errors. Therefore, a network security situational awareness system for text classification is designed. The hardware part selects the sensor main control chip and connects the circuit power supply to ensure the safe and stable operation of the whole system. In the software part, the data packet information is collected and processed to remove the data noise, and the information extraction technology is used to construct the classification model of this paper. The network abnormal behavior is identified according to the host log, the data characteristics of security behavior are extracted, and the system module evaluation function is set according to the extraction results. The experimental results show that the average absolute error of the designed system is less than that of the other three existing systems, and the performance of the security situational awareness system is better.</p> </div> </div> <div class="art-list-item-tools small"> <a class="mr-2" href="https://doi.org/10.1088/1742-6596/2358/1/012012">https://doi.org/10.1088/1742-6596/2358/1/012012</a> </div> </div> </div> </div>   <div class="art-list-item reveal-container reveal-closed"> <div class="art-list-item-body"> <div class="indexer">012013</div> <div class="eyebrow">  <span class="offscreen-hidden">The following article is </span> <span class="red-text wd-jnl-art-collection-label">Open access</span>  </div> <div class="art-list-item-title-wrapper"> <a href="/article/10.1088/1742-6596/2358/1/012013" class="art-list-item-title"> Multi-node abnormal data identification in distribution networks based on deep learning </a> </div> <p class="small art-list-item-meta"><span itemtype="http://schema.org/Person" itemprop="author" class="nowrap"><span itemprop="name">Fuxin Li</span></span>, <span itemtype="http://schema.org/Person" itemprop="author" class="nowrap"><span itemprop="name">Yingchun Yang</span></span>, <span itemtype="http://schema.org/Person" itemprop="author" class="nowrap"><span itemprop="name">Houdong Xu</span></span> and <span itemtype="http://schema.org/Person" itemprop="author" class="nowrap"><span itemprop="name">Faxian Zuo</span></span></p>   <div class="art-list-item-tools small"> <button type="button" class="reveal-trigger mr-2 nowrap"> <svg aria-hidden="true" class="fa-icon fa-icon--left fa-icon--flip" role="img" focusable="false" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 320 512"><path d="M137.4 374.6c12.5 12.5 32.8 12.5 45.3 0l128-128c9.2-9.2 11.9-22.9 6.9-34.9s-16.6-19.8-29.6-19.8L32 192c-12.9 0-24.6 7.8-29.6 19.8s-2.2 25.7 6.9 34.9l128 128z"/></svg><span class="reveal-trigger-label" data-reveal-label-alt="Close abstract" data-reveal-text="Open abstract" data-link-purpose-append="Multi-node abnormal data identification in distribution networks based on deep learning" data-link-purpose-append-open="Multi-node abnormal data identification in distribution networks based on deep learning">Open abstract</span> </button> <a href="/article/10.1088/1742-6596/2358/1/012013/meta" class="mr-2 nowrap"> <span class="icon-article"></span>View article<span class="offscreen-hidden">, Multi-node abnormal data identification in distribution networks based on deep learning</span> </a> <a href="/article/10.1088/1742-6596/2358/1/012013/pdf" class="mr-2 nowrap"> <span class="icon-file-pdf"></span>PDF<span class="offscreen-hidden">, Multi-node abnormal data identification in distribution networks based on deep learning</span> </a> </div> <div class="reveal-content"> <div class="article-text view-text-small"> <div class="article-text wd-jnl-art-abstract cf" itemprop="description"> <p>With the continuous advancement of the construction of the power grid industry, the lean management of the distribution network is also being fully implemented. Due to unstable communications, system defects, equipment failures, and human factors, data center problems such as missing data and abnormal data collection in the process of power grid deployment and deployment are becoming more and more prominent. To improve the quality and availability of abnormal data in transmission networks, this paper proposes a deep learning-based method for identifying abnormal data of multiple nodes in distribution networks. The dual-channel deep CNN network is used to extract the time series power data features, and the abnormal data is corrected by redistributing the power loss of the transmission line by using the balance calculation relationship. Experiments show that the model proposed in this paper improves the detection rate of abnormal data identification and reduces the false alarm rate compared with traditional machine learning and statistical analysis detection methods. In addition, the abnormal data of the grid is checked and corrected to improve the availability of grid data.</p> </div> </div> <div class="art-list-item-tools small"> <a class="mr-2" href="https://doi.org/10.1088/1742-6596/2358/1/012013">https://doi.org/10.1088/1742-6596/2358/1/012013</a> </div> </div> </div> </div>   <div class="art-list-item reveal-container reveal-closed"> <div class="art-list-item-body"> <div class="indexer">012014</div> <div class="eyebrow">  <span class="offscreen-hidden">The following article is </span> <span class="red-text wd-jnl-art-collection-label">Open access</span>  </div> <div class="art-list-item-title-wrapper"> <a href="/article/10.1088/1742-6596/2358/1/012014" class="art-list-item-title"> Research on the evaluation method for virtual power plant technology promotion and application benefits </a> </div> <p class="small art-list-item-meta"><span itemtype="http://schema.org/Person" itemprop="author" class="nowrap"><span itemprop="name">Jun Wang</span></span>, <span itemtype="http://schema.org/Person" itemprop="author" class="nowrap"><span itemprop="name">Xinda Li</span></span>, <span itemtype="http://schema.org/Person" itemprop="author" class="nowrap"><span itemprop="name">Lian Liu</span></span>, <span itemtype="http://schema.org/Person" itemprop="author" class="nowrap"><span itemprop="name">Aiqiang Pan</span></span> and <span itemtype="http://schema.org/Person" itemprop="author" class="nowrap"><span itemprop="name">Dexiang Jia</span></span></p>   <div class="art-list-item-tools small"> <button type="button" class="reveal-trigger mr-2 nowrap"> <svg aria-hidden="true" class="fa-icon fa-icon--left fa-icon--flip" role="img" focusable="false" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 320 512"><path d="M137.4 374.6c12.5 12.5 32.8 12.5 45.3 0l128-128c9.2-9.2 11.9-22.9 6.9-34.9s-16.6-19.8-29.6-19.8L32 192c-12.9 0-24.6 7.8-29.6 19.8s-2.2 25.7 6.9 34.9l128 128z"/></svg><span class="reveal-trigger-label" data-reveal-label-alt="Close abstract" data-reveal-text="Open abstract" data-link-purpose-append="Research on the evaluation method for virtual power plant technology promotion and application benefits" data-link-purpose-append-open="Research on the evaluation method for virtual power plant technology promotion and application benefits">Open abstract</span> </button> <a href="/article/10.1088/1742-6596/2358/1/012014/meta" class="mr-2 nowrap"> <span class="icon-article"></span>View article<span class="offscreen-hidden">, Research on the evaluation method for virtual power plant technology promotion and application benefits</span> </a> <a href="/article/10.1088/1742-6596/2358/1/012014/pdf" class="mr-2 nowrap"> <span class="icon-file-pdf"></span>PDF<span class="offscreen-hidden">, Research on the evaluation method for virtual power plant technology promotion and application benefits</span> </a> </div> <div class="reveal-content"> <div class="article-text view-text-small"> <div class="article-text wd-jnl-art-abstract cf" itemprop="description"> <p>Virtual power plant technology (VPP), by aggregating "source-load-storage" multi-link resource coordination and interaction, has significant benefits in improving energy utilization efficiency and promoting new energy consumption and plays a positive role in the construction of new power systems. And scientific and effective evaluation of its technology popularization and application is an important premise to promote its development. Aiming at the characteristics of VPP technology involving a wide range, of many types of resources, and complex evaluation indicators, this paper introduces a subjective and objective weighting method combining the AHP-entropy weighting method to make up for the shortcomings of a single weighting method. First, combined with the current "dual carbon" strategy and the development of the new situation of "re-electrification", and comprehensively considering the four aspects of VPP economic benefits, environmental benefits, social benefits, and technology promotion, a comprehensive evaluation index system for VPP technology promotion benefits was constructed. The evaluation method is difficult to meet the considerable evaluation needs. A method combining the subjective and objective methods of the AHP-entropy weight method is established to solve the weight of each index and to realize the scientific evaluation and reasonable quantification of each index. Finally, the national VPP demonstration project is selected.</p> </div> </div> <div class="art-list-item-tools small"> <a class="mr-2" href="https://doi.org/10.1088/1742-6596/2358/1/012014">https://doi.org/10.1088/1742-6596/2358/1/012014</a> </div> </div> </div> </div>   <div class="art-list-item reveal-container reveal-closed"> <div class="art-list-item-body"> <div class="indexer">012015</div> <div class="eyebrow">  <span class="offscreen-hidden">The following article is </span> <span class="red-text wd-jnl-art-collection-label">Open access</span>  </div> <div class="art-list-item-title-wrapper"> <a href="/article/10.1088/1742-6596/2358/1/012015" class="art-list-item-title"> Adaptive Control of Cover Wind Speed on Fume Hood </a> </div> <p class="small art-list-item-meta"><span itemtype="http://schema.org/Person" itemprop="author" class="nowrap"><span itemprop="name">Shengjie Zhou</span></span>, <span itemtype="http://schema.org/Person" itemprop="author" class="nowrap"><span itemprop="name">You Yue</span></span>, <span itemtype="http://schema.org/Person" itemprop="author" class="nowrap"><span itemprop="name">Chen Xu</span></span> and <span itemtype="http://schema.org/Person" itemprop="author" class="nowrap"><span itemprop="name">Chuangang Ou</span></span></p>   <div class="art-list-item-tools small"> <button type="button" class="reveal-trigger mr-2 nowrap"> <svg aria-hidden="true" class="fa-icon fa-icon--left fa-icon--flip" role="img" focusable="false" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 320 512"><path d="M137.4 374.6c12.5 12.5 32.8 12.5 45.3 0l128-128c9.2-9.2 11.9-22.9 6.9-34.9s-16.6-19.8-29.6-19.8L32 192c-12.9 0-24.6 7.8-29.6 19.8s-2.2 25.7 6.9 34.9l128 128z"/></svg><span class="reveal-trigger-label" data-reveal-label-alt="Close abstract" data-reveal-text="Open abstract" data-link-purpose-append="Adaptive Control of Cover Wind Speed on Fume Hood" data-link-purpose-append-open="Adaptive Control of Cover Wind Speed on Fume Hood">Open abstract</span> </button> <a href="/article/10.1088/1742-6596/2358/1/012015/meta" class="mr-2 nowrap"> <span class="icon-article"></span>View article<span class="offscreen-hidden">, Adaptive Control of Cover Wind Speed on Fume Hood</span> </a> <a href="/article/10.1088/1742-6596/2358/1/012015/pdf" class="mr-2 nowrap"> <span class="icon-file-pdf"></span>PDF<span class="offscreen-hidden">, Adaptive Control of Cover Wind Speed on Fume Hood</span> </a> </div> <div class="reveal-content"> <div class="article-text view-text-small"> <div class="article-text wd-jnl-art-abstract cf" itemprop="description"> <p>During experiments carried out in the fume hood, the fluidity and viscosity of the air in the fume hood cause problems such as turbulence and gas viscosity, which affect the accuracy of wind speed measurement on the fume hood. As a solution to these problems, an adaptive control system of wind speed on the fume hood based on the Kalman filter is designed. The improved Kalman filter is used to reduce the influence of turbulence and gas viscosity on the measurement of cover wind speed, and improve the measurement accuracy. The adaptive PID control algorithm is used to adjust the air valve to improve the control accuracy of cover wind speed. Experiments revealed that our proposed system for hood control outperforms traditional alternatives: it can effectively improve the measurement accuracy and control accuracy of the cover wind speed, reduce the number of control times of the air valve, improve the service life of the fume hood, and ensure the safety of experimenters.</p> </div> </div> <div class="art-list-item-tools small"> <a class="mr-2" href="https://doi.org/10.1088/1742-6596/2358/1/012015">https://doi.org/10.1088/1742-6596/2358/1/012015</a> </div> </div> </div> </div>   <div class="art-list-item reveal-container reveal-closed"> <div class="art-list-item-body"> <div class="indexer">012016</div> <div class="eyebrow">  <span class="offscreen-hidden">The following article is </span> <span class="red-text wd-jnl-art-collection-label">Open access</span>  </div> <div class="art-list-item-title-wrapper"> <a href="/article/10.1088/1742-6596/2358/1/012016" class="art-list-item-title"> The research of the side-channel analysis method based on deep learning for trusted platform module </a> </div> <p class="small art-list-item-meta"><span itemtype="http://schema.org/Person" itemprop="author" class="nowrap"><span itemprop="name">Zhe Wang</span></span>, <span itemtype="http://schema.org/Person" itemprop="author" class="nowrap"><span itemprop="name">Hui Wang</span></span>, <span itemtype="http://schema.org/Person" itemprop="author" class="nowrap"><span itemprop="name">Yuning Yang</span></span>, <span itemtype="http://schema.org/Person" itemprop="author" class="nowrap"><span itemprop="name">Dejian Li</span></span>, <span itemtype="http://schema.org/Person" itemprop="author" class="nowrap"><span itemprop="name">Zhe Zhang</span></span> and <span itemtype="http://schema.org/Person" itemprop="author" class="nowrap"><span itemprop="name">Tiantian Wu</span></span></p>   <div class="art-list-item-tools small"> <button type="button" class="reveal-trigger mr-2 nowrap"> <svg aria-hidden="true" class="fa-icon fa-icon--left fa-icon--flip" role="img" focusable="false" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 320 512"><path d="M137.4 374.6c12.5 12.5 32.8 12.5 45.3 0l128-128c9.2-9.2 11.9-22.9 6.9-34.9s-16.6-19.8-29.6-19.8L32 192c-12.9 0-24.6 7.8-29.6 19.8s-2.2 25.7 6.9 34.9l128 128z"/></svg><span class="reveal-trigger-label" data-reveal-label-alt="Close abstract" data-reveal-text="Open abstract" data-link-purpose-append="The research of the side-channel analysis method based on deep learning for trusted platform module" data-link-purpose-append-open="The research of the side-channel analysis method based on deep learning for trusted platform module">Open abstract</span> </button> <a href="/article/10.1088/1742-6596/2358/1/012016/meta" class="mr-2 nowrap"> <span class="icon-article"></span>View article<span class="offscreen-hidden">, The research of the side-channel analysis method based on deep learning for trusted platform module</span> </a> <a href="/article/10.1088/1742-6596/2358/1/012016/pdf" class="mr-2 nowrap"> <span class="icon-file-pdf"></span>PDF<span class="offscreen-hidden">, The research of the side-channel analysis method based on deep learning for trusted platform module</span> </a> </div> <div class="reveal-content"> <div class="article-text view-text-small"> <div class="article-text wd-jnl-art-abstract cf" itemprop="description"> <p>At present, the trusted platform module (TPM) has been widely used in electricity, finance, transportation, and other industries, and its security has attracted much attention. The research on the side-channel attack (SCA) can be conducive to improving the security design technology of trusted platform modules. The side channel attack on the trusted platform module is studied from the initial differential power analysis (DPA) to the machine learning method. This paper introduces the deep learning techniques in SCA and proposes a new SCA technique based on deep learning. Firstly, on basis of the characteristics of SCA on TPM, we improve the convolutional neural network (CNN) models, including ResNet, VGG, and Google Net. Then, for the SM4 cipher implemented with and without countermeasures, we implement some attack experiments by exploiting the SCA based on various deep learning models and compare the experimental results with the DPA attack. The experiment results show that under the same circumstance, the SCA based on the deep learning method is more effective. We compare the effects of different CNN models and hyper-parameters to provide the basis and data for further research.</p> </div> </div> <div class="art-list-item-tools small"> <a class="mr-2" href="https://doi.org/10.1088/1742-6596/2358/1/012016">https://doi.org/10.1088/1742-6596/2358/1/012016</a> </div> </div> </div> </div>   <div class="art-list-item reveal-container reveal-closed"> <div class="art-list-item-body"> <div class="indexer">012017</div> <div class="eyebrow">  <span class="offscreen-hidden">The following article is </span> <span class="red-text wd-jnl-art-collection-label">Open access</span>  </div> <div class="art-list-item-title-wrapper"> <a href="/article/10.1088/1742-6596/2358/1/012017" class="art-list-item-title"> A network attack link detection method based on the knowledge graph </a> </div> <p class="small art-list-item-meta"><span itemtype="http://schema.org/Person" itemprop="author" class="nowrap"><span itemprop="name">Shanfeng Chen</span></span>, <span itemtype="http://schema.org/Person" itemprop="author" class="nowrap"><span itemprop="name">Zhao Hu</span></span>, <span itemtype="http://schema.org/Person" itemprop="author" class="nowrap"><span itemprop="name">Yiyue Yang</span></span> and <span itemtype="http://schema.org/Person" itemprop="author" class="nowrap"><span itemprop="name">Suchun Fan</span></span></p>   <div class="art-list-item-tools small"> <button type="button" class="reveal-trigger mr-2 nowrap"> <svg aria-hidden="true" class="fa-icon fa-icon--left fa-icon--flip" role="img" focusable="false" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 320 512"><path d="M137.4 374.6c12.5 12.5 32.8 12.5 45.3 0l128-128c9.2-9.2 11.9-22.9 6.9-34.9s-16.6-19.8-29.6-19.8L32 192c-12.9 0-24.6 7.8-29.6 19.8s-2.2 25.7 6.9 34.9l128 128z"/></svg><span class="reveal-trigger-label" data-reveal-label-alt="Close abstract" data-reveal-text="Open abstract" data-link-purpose-append="A network attack link detection method based on the knowledge graph" data-link-purpose-append-open="A network attack link detection method based on the knowledge graph">Open abstract</span> </button> <a href="/article/10.1088/1742-6596/2358/1/012017/meta" class="mr-2 nowrap"> <span class="icon-article"></span>View article<span class="offscreen-hidden">, A network attack link detection method based on the knowledge graph</span> </a> <a href="/article/10.1088/1742-6596/2358/1/012017/pdf" class="mr-2 nowrap"> <span class="icon-file-pdf"></span>PDF<span class="offscreen-hidden">, A network attack link detection method based on the knowledge graph</span> </a> </div> <div class="reveal-content"> <div class="article-text view-text-small"> <div class="article-text wd-jnl-art-abstract cf" itemprop="description"> <p>Existing network security detection technologies often detect various network security problems separately. There are limitations in these technologies because of the correlation between entity attack detection and attack capital information. To resolve the problem of poor detection performance of existing network attack link detection methods, this paper proposes a network attack link detection method based on the knowledge graph. Specifically, the link knowledge graph is constructed, the embedded calculation of the knowledge graph of the link attack node is established, a knowledge graph audit model of link attack security detection is constructed, and the detection rules of the link attack knowledge graph are established to identify the association between the link network attack entity and the attack asset attribute, and improve the identification and detection of the attack source by associating the knowledge graph. Experimental results show that the proposed method has better link attack association awareness than other methods reported before.</p> </div> </div> <div class="art-list-item-tools small"> <a class="mr-2" href="https://doi.org/10.1088/1742-6596/2358/1/012017">https://doi.org/10.1088/1742-6596/2358/1/012017</a> </div> </div> </div> </div>   <div class="art-list-item reveal-container reveal-closed"> <div class="art-list-item-body"> <div class="indexer">012018</div> <div class="eyebrow">  <span class="offscreen-hidden">The following article is </span> <span class="red-text wd-jnl-art-collection-label">Open access</span>  </div> <div class="art-list-item-title-wrapper"> <a href="/article/10.1088/1742-6596/2358/1/012018" class="art-list-item-title"> Early fault detection of distribution network based on the ring law of large-dimensional matrix </a> </div> <p class="small art-list-item-meta"><span itemtype="http://schema.org/Person" itemprop="author" class="nowrap"><span itemprop="name">Chaoran Fu</span></span>, <span itemtype="http://schema.org/Person" itemprop="author" class="nowrap"><span itemprop="name">Jiayu Wang</span></span>, <span itemtype="http://schema.org/Person" itemprop="author" class="nowrap"><span itemprop="name">Xudong He</span></span>, <span itemtype="http://schema.org/Person" itemprop="author" class="nowrap"><span itemprop="name">Jiawei Shao</span></span>, <span itemtype="http://schema.org/Person" itemprop="author" class="nowrap"><span itemprop="name">Chen Wei</span></span> and <span itemtype="http://schema.org/Person" itemprop="author" class="nowrap"><span itemprop="name">Xin Shi</span></span></p>   <div class="art-list-item-tools small"> <button type="button" class="reveal-trigger mr-2 nowrap"> <svg aria-hidden="true" class="fa-icon fa-icon--left fa-icon--flip" role="img" focusable="false" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 320 512"><path d="M137.4 374.6c12.5 12.5 32.8 12.5 45.3 0l128-128c9.2-9.2 11.9-22.9 6.9-34.9s-16.6-19.8-29.6-19.8L32 192c-12.9 0-24.6 7.8-29.6 19.8s-2.2 25.7 6.9 34.9l128 128z"/></svg><span class="reveal-trigger-label" data-reveal-label-alt="Close abstract" data-reveal-text="Open abstract" data-link-purpose-append="Early fault detection of distribution network based on the ring law of large-dimensional matrix" data-link-purpose-append-open="Early fault detection of distribution network based on the ring law of large-dimensional matrix">Open abstract</span> </button> <a href="/article/10.1088/1742-6596/2358/1/012018/meta" class="mr-2 nowrap"> <span class="icon-article"></span>View article<span class="offscreen-hidden">, Early fault detection of distribution network based on the ring law of large-dimensional matrix</span> </a> <a href="/article/10.1088/1742-6596/2358/1/012018/pdf" class="mr-2 nowrap"> <span class="icon-file-pdf"></span>PDF<span class="offscreen-hidden">, Early fault detection of distribution network based on the ring law of large-dimensional matrix</span> </a> </div> <div class="reveal-content"> <div class="article-text view-text-small"> <div class="article-text wd-jnl-art-abstract cf" itemprop="description"> <p>When faults in the distribution network occur, they usually last for a period of time, but if cannot be detected and eliminated in time, the faults can easily expand or even cause systemic collapse. Therefore, early fault detection of distribution grid is very important for ensuring the safe operation of the system. The existing fault diagnosis approaches based on the physical mechanism model have great limitations. This paper presents an early fault detection approach based on large-dimensional matrix ring law. We first construct a spatio-temporal data matrix by using the data from the spatial multi-node of the distribution network. The moving data window method and the ring law are used to track the data behavior, and the mean spectral radius is used to characterize the data behavior. According to the test results of the IEEE standard bus system, our approach is robust to system random fluctuations and measuring errors and can identify abnormal conditions at the earliest stage of failure.</p> </div> </div> <div class="art-list-item-tools small"> <a class="mr-2" href="https://doi.org/10.1088/1742-6596/2358/1/012018">https://doi.org/10.1088/1742-6596/2358/1/012018</a> </div> </div> </div> </div>  </div> </form>  </div>  </div> </main> <div class="db2 tb2"> <div class="side-and-below">  <div class="sidebar-list" id="wd-jnl-links"> <h2 class="sidebar-list__heading">Journal links</h2> <ul class="sidebar-list__list"><li><a href="/1742-6596">Journal home</a></li> <li><a href="/1742-6596/page/scope">Journal Scope</a></li> <li><a href="http://conferenceseries.iop.org/content/organizers"target="_blank">Information for organizers</a></li> <li><a href="http://conferenceseries.iop.org/content/authors"target="_blank">Information for authors</a></li> <li><a href="https://publishingsupport.iopscience.iop.org/questions/conferences-contact-us/"target="_blank">Contact us</a></a></li> <li><a href="http://www.proceedings.com/2156.html"target="_blank">Reprint services from Curran Associates</a></li> </ul> </div>    <aside role="complementary" aria-label="Right sidebar adverts"> <div id='div-gpt-ad-1669279847892-0' style='min-width: 160px; 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Issue 1 - Volume 2358 - Journal of Physics: Conference Series - IOPscience