Issue 1 - Volume 2777 - 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/1742-6596/2781/1" 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">International Conference on Power Electronics and Energy System 01/03/2024 - 03/03/2024 Kuala Lumpur, Malaysia</h4> <p> Accepted papers received: 30 May 2024 <br> Published online: 14 June 2024 </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="2777" /> <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/10.1088/1742-6596/2777/1/011001" 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/10.1088/1742-6596/2777/1/011001/meta" class="mr-2 nowrap"> <span class="icon-article"></span>View article<span class="offscreen-hidden">, Preface</span> </a> <a href="/article/10.1088/1742-6596/2777/1/011001/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 International Conference on Power Electronics and Energy System (ICPEES 2024) has been held in Kuala Lumpur, Malaysia during March 1-3, 2024 in hybrid format, including both on-site and cloud meeting.</p><p>This conference aimed to provide an attractive platform for academics, scientists, researchers, experts, and students to express and discuss their interests in power electronics and energy system. The participants were from almost every part of the world, with various background, including China, Malaysia, Morocco, Indonesia, India, Turkey, Brunei, South Sudan and more. There were two renowned speakers who illustrated their latest research, to include Prof. Ismail Musirin from Universiti Teknologi MARA and Prof. M A Hannan from Sunway University. The conference also had 2 technical sessions. ICPEES 2024 became an effective communication platform for all the participants who took the opportunity to share their research results and discuss potential scientific and engineering developments from their work. This contributed to the success of the conference.</p><p>The conference proceedings are a compilation of the accepted papers and represent an interesting outcome of the conference. All papers in the proceedings have passed the vigorous review process involving reviewers by the technical program committee. The variety of research topics presented in the conference and novelty exhibited in the papers published in the proceedings demonstrated the impact of ICPEES 2024.</p><p>We would like to acknowledge all of those who supported ICPEES 2024. Each individual and institutional help were very important for the success of this conference. Especially we would like to thank the committee chairs, committee members and reviewers, for their tremendous contribution in conference organization and peer review of the papers.</p><p>We sincerely hope that ICPEES 2024 was a forum for excellent discussions that put forward new ideas, promote collaborative research, and support researchers as they take their work forward. We are sure that the proceedings will serve as an important research source of references and knowledge, which will lead to not only scientific and engineering progress but also other new products and processes.</p><p>List of Committees are available in this pdf.</p> </div> </div> <div class="art-list-item-tools small"> <a class="mr-2" href="https://doi.org/10.1088/1742-6596/2777/1/011001">https://doi.org/10.1088/1742-6596/2777/1/011001</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/10.1088/1742-6596/2777/1/011002" 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/10.1088/1742-6596/2777/1/011002/meta" class="mr-2 nowrap"> <span class="icon-article"></span>View article<span class="offscreen-hidden">, Peer Review Statement</span> </a> <a href="/article/10.1088/1742-6596/2777/1/011002/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.</p><p>• <b>Type of peer review</b>: Double anonymous</p><p>• <b>Conference submission management system</b>: Morressier</p><p>• <b>Number of submissions received</b>: 23</p><p>• <b>Number of submissions sent for review</b>: 18</p><p>• <b>Number of submissions accepted</b>: 8</p><p>• <b>Acceptance Rate (Submissions Accepted / Submissions Received <b>×</b> 100)</b>: 34.7 %</p><p>• <b>Average number of reviews per paper</b>: 2.33</p><p>• <b>Total number of reviewers involved</b>: 29</p><p>• <b>Contact person for queries</b>:</p><p><b>Name</b>: Fiona LEE</p><p><b>Affiliation</b>: Society of Advanced Science and Engineering</p><p><b>Email</b>: fionalee@ase-society.org</p> </div> </div> <div class="art-list-item-tools small"> <a class="mr-2" href="https://doi.org/10.1088/1742-6596/2777/1/011002">https://doi.org/10.1088/1742-6596/2777/1/011002</a> </div> </div> </div> </div>  <h3 class="bdt-6 bd-grey-tint mb-1"> Papers</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/10.1088/1742-6596/2777/1/012001" class="art-list-item-title"> Current and Future Trends of Electricity Service in South Sudan </a> </div> <p class="small art-list-item-meta"><span itemtype="http://schema.org/Person" itemprop="author" class="nowrap"><span itemprop="name">Ater Y. Amogpai</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="Current and Future Trends of Electricity Service in South Sudan" data-link-purpose-append-open="Current and Future Trends of Electricity Service in South Sudan">Open abstract</span> </button> <a href="/article/10.1088/1742-6596/2777/1/012001/meta" class="mr-2 nowrap"> <span class="icon-article"></span>View article<span class="offscreen-hidden">, Current and Future Trends of Electricity Service in South Sudan</span> </a> <a href="/article/10.1088/1742-6596/2777/1/012001/pdf" class="mr-2 nowrap"> <span class="icon-file-pdf"></span>PDF<span class="offscreen-hidden">, Current and Future Trends of Electricity Service in South Sudan</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>Electricity service is the main driver for social and economic development. Readers and decision-makers need access to reliable and accurate data in this sector. South Sudan is one of the eastern African countries with the least access to electricity globally. Four sites in the central equatoria state where the Capital City Jubal is located were identified to develop large hydropower plants (LHP) to improve the country's poor access to electricity. However, the initial cost of the LHP is high and takes many years to build; thus, small hydropower plants (SHP) are introduced as they can be made in a shorter time and can urgently deliver electricity to needed locations. Solar energy systems can also be utilized to electrify rural and urban areas. This paper aims to provide the reader and decision-makers with information about electricity services in South Sudan. The paper explains the current and future status of the electricity service and contributes to sustainable development in the country's electricity supply reliability. The paper further recommends that decision-makers in the field of electricity better implement the proper practices and avoid malpractices in the electricity service.</p> </div> </div> <div class="art-list-item-tools small"> <a class="mr-2" href="https://doi.org/10.1088/1742-6596/2777/1/012001">https://doi.org/10.1088/1742-6596/2777/1/012001</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/10.1088/1742-6596/2777/1/012002" class="art-list-item-title"> Enhancing Battery Prognostics Modelling with Digit Frequency Preprocessing Analysis </a> </div> <p class="small art-list-item-meta"><span itemtype="http://schema.org/Person" itemprop="author" class="nowrap"><span itemprop="name">Hafizuddin Maiddin</span></span>, <span itemtype="http://schema.org/Person" itemprop="author" class="nowrap"><span itemprop="name">Dk Hayati Pg Hj Mohd Yassin</span></span> and <span itemtype="http://schema.org/Person" itemprop="author" class="nowrap"><span itemprop="name">Wahyu Caesarendra</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="Enhancing Battery Prognostics Modelling with Digit Frequency Preprocessing Analysis" data-link-purpose-append-open="Enhancing Battery Prognostics Modelling with Digit Frequency Preprocessing Analysis">Open abstract</span> </button> <a href="/article/10.1088/1742-6596/2777/1/012002/meta" class="mr-2 nowrap"> <span class="icon-article"></span>View article<span class="offscreen-hidden">, Enhancing Battery Prognostics Modelling with Digit Frequency Preprocessing Analysis</span> </a> <a href="/article/10.1088/1742-6596/2777/1/012002/pdf" class="mr-2 nowrap"> <span class="icon-file-pdf"></span>PDF<span class="offscreen-hidden">, Enhancing Battery Prognostics Modelling with Digit Frequency Preprocessing Analysis</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>To improve state-of-health (SoH) and remaining useful life (RUL) prediction in battery prognostics, a novel preprocessing method is developed that validates the input data integrity before undergoing a deep learning prognostic framework. Many of the developed deep learning models depend on a robust SoH estimation, however measured battery data are still subjected to faults stemming from physical defects to errors produced when the measured variables are logged. Hence, the preprocessing approach developed is capable of identifying anomalies such as outliers and errors within a subset of datasets. Filtering bad data from being utilized in machine learning algorithms can reduce inaccurate predictions caused from reinforced biased & skewing and inevitably reduce unwanted failures.</p> </div> </div> <div class="art-list-item-tools small"> <a class="mr-2" href="https://doi.org/10.1088/1742-6596/2777/1/012002">https://doi.org/10.1088/1742-6596/2777/1/012002</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/10.1088/1742-6596/2777/1/012003" class="art-list-item-title"> Leveraging an Asymmetric Convolutional Neural Network for Power System Object Intelligent Recognition </a> </div> <p class="small art-list-item-meta"><span itemtype="http://schema.org/Person" itemprop="author" class="nowrap"><span itemprop="name">Yi Zhou</span></span>, <span itemtype="http://schema.org/Person" itemprop="author" class="nowrap"><span itemprop="name">Siyao Liu</span></span>, <span itemtype="http://schema.org/Person" itemprop="author" class="nowrap"><span itemprop="name">Ningguo Wang</span></span> and <span itemtype="http://schema.org/Person" itemprop="author" class="nowrap"><span itemprop="name">Zhongying Zhao</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="Leveraging an Asymmetric Convolutional Neural Network for Power System Object Intelligent Recognition" data-link-purpose-append-open="Leveraging an Asymmetric Convolutional Neural Network for Power System Object Intelligent Recognition">Open abstract</span> </button> <a href="/article/10.1088/1742-6596/2777/1/012003/meta" class="mr-2 nowrap"> <span class="icon-article"></span>View article<span class="offscreen-hidden">, Leveraging an Asymmetric Convolutional Neural Network for Power System Object Intelligent Recognition</span> </a> <a href="/article/10.1088/1742-6596/2777/1/012003/pdf" class="mr-2 nowrap"> <span class="icon-file-pdf"></span>PDF<span class="offscreen-hidden">, Leveraging an Asymmetric Convolutional Neural Network for Power System Object Intelligent Recognition</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 the realm of automatic inspection within the power system industry, leveraging artificial intelligence algorithms for the automated detection of typical objects holds immense significance. This paper introduces a novel approach, an asymmetric convolutional neural network, designed for intelligent recognition of typical objects in the power system. Specifically, the proposed algorithm adopts the YOLOv7 network architecture as a baseline for object detection, incorporating a newly developed asymmetric convolution layer. This innovative layer aims to enhance the extraction of image features and improve robustness against target flipping. The effectiveness of the proposed method was validated through its application to a project at the Information & Telecommunication Company, State Grid Ningxia Electric Power Co., Ltd. The objective was to detect the presence of the person in charge at the operation scene. Experimental results demonstrated a notable improvement, with the detection mAP of the person in charge reaching 95.8%, a 6.9% increase compared to YOLOv7, effectively enhancing accuracy. Additionally, the model achieved a recall rate of 93.4%, making it applicable for power system operation detection tasks and elevating the industry's level of automation.</p> </div> </div> <div class="art-list-item-tools small"> <a class="mr-2" href="https://doi.org/10.1088/1742-6596/2777/1/012003">https://doi.org/10.1088/1742-6596/2777/1/012003</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/10.1088/1742-6596/2777/1/012004" class="art-list-item-title"> Designed harmonic step filter automatic control system to improve power quality and electric efficiency </a> </div> <p class="small art-list-item-meta"><span itemtype="http://schema.org/Person" itemprop="author" class="nowrap"><span itemprop="name">Faisal Irsan Pasaribu</span></span>, <span itemtype="http://schema.org/Person" itemprop="author" class="nowrap"><span itemprop="name">Ira Devi Sara</span></span>, <span itemtype="http://schema.org/Person" itemprop="author" class="nowrap"><span itemprop="name">Tarmizi Tarmizi</span></span> and <span itemtype="http://schema.org/Person" itemprop="author" class="nowrap"><span itemprop="name">Nasaruddin Nasaruddin</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="Designed harmonic step filter automatic control system to improve power quality and electric efficiency" data-link-purpose-append-open="Designed harmonic step filter automatic control system to improve power quality and electric efficiency">Open abstract</span> </button> <a href="/article/10.1088/1742-6596/2777/1/012004/meta" class="mr-2 nowrap"> <span class="icon-article"></span>View article<span class="offscreen-hidden">, Designed harmonic step filter automatic control system to improve power quality and electric efficiency</span> </a> <a href="/article/10.1088/1742-6596/2777/1/012004/pdf" class="mr-2 nowrap"> <span class="icon-file-pdf"></span>PDF<span class="offscreen-hidden">, Designed harmonic step filter automatic control system to improve power quality and electric efficiency</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>Good power quality and high-power efficiency are important aspects of power system management. Harmonic, as an unwanted frequency component in electrical signals, can interfere with power quality and reduce electrical efficiency. A passive harmonic filter is a device used to reduce or filter harmonics in electrical power systems. This research proposes technology Internet of Things with an automatic control system that moves the step filter to solve the harmonic problem, with the aim of improving the quality of power and electrical efficiency. The step filter functions to identify and isolate the harmonic, thus enabling appropriate controls to suppress the impact of the harmonic. The proposed system uses sophisticated control algorithms using sensors that can read current, voltage, frequency, and power factor to adjust the step filter parameters dynamically, following changes in load conditions and harmonizing. Simulation of the control network using the proteus software is subsequently undertaken in further research to design the control device. Using an automatic control set in the control simulation results reduced the need for manual intervention and let the system adjust the step filter automatically in response to changing network conditions. This showed that this method worked to lower harmonic distortion, increases the power factor through the filter used, and make the system more energy efficient overall. The study emphasizes the importance of applying sophisticated control strategies to manage harmonics efficiently, which ultimately paves the way to a cleaner and more reliable power grid.</p> </div> </div> <div class="art-list-item-tools small"> <a class="mr-2" href="https://doi.org/10.1088/1742-6596/2777/1/012004">https://doi.org/10.1088/1742-6596/2777/1/012004</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/10.1088/1742-6596/2777/1/012005" class="art-list-item-title"> Research on Distribution Automation Testing Platform Based on Kubernetes Technology </a> </div> <p class="small art-list-item-meta"><span itemtype="http://schema.org/Person" itemprop="author" class="nowrap"><span itemprop="name">Song Xudong</span></span>, <span itemtype="http://schema.org/Person" itemprop="author" class="nowrap"><span itemprop="name">Wu Ya</span></span>, <span itemtype="http://schema.org/Person" itemprop="author" class="nowrap"><span itemprop="name">Yao Yao</span></span> and <span itemtype="http://schema.org/Person" itemprop="author" class="nowrap"><span itemprop="name">Li Bei</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 Distribution Automation Testing Platform Based on Kubernetes Technology" data-link-purpose-append-open="Research on Distribution Automation Testing Platform Based on Kubernetes Technology">Open abstract</span> </button> <a href="/article/10.1088/1742-6596/2777/1/012005/meta" class="mr-2 nowrap"> <span class="icon-article"></span>View article<span class="offscreen-hidden">, Research on Distribution Automation Testing Platform Based on Kubernetes Technology</span> </a> <a href="/article/10.1088/1742-6596/2777/1/012005/pdf" class="mr-2 nowrap"> <span class="icon-file-pdf"></span>PDF<span class="offscreen-hidden">, Research on Distribution Automation Testing Platform Based on Kubernetes Technology</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 problems of offline testing, manufacturer collaboration, and inconsistent standardization of existing test platforms are addressed in this study, with a special focus on complex field test scenarios and under-applied test data. To solve this problem, a test platform for distribution automation (DA) equipment based on Kubernetes technology is proposed. First, the composition and testing process of the DA testing system are elaborated in detail, and then a new testing platform is constructed by introducing Kubernetes technology. Finally, the feasibility of the platform is verified by building the new DA test platform based on Kubernetes technology for experiments. This study aims to improve the effectiveness of the test platform, promote the full application of field test scenarios and test data, and provide a more consistent and efficient solution for the testing of distribution automation equipment.</p> </div> </div> <div class="art-list-item-tools small"> <a class="mr-2" href="https://doi.org/10.1088/1742-6596/2777/1/012005">https://doi.org/10.1088/1742-6596/2777/1/012005</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/10.1088/1742-6596/2777/1/012006" class="art-list-item-title"> NASNet-LSTM based Deep learning Classifier for Anomaly Detection in Solar Photovoltaic Modules </a> </div> <p class="small art-list-item-meta"><span itemtype="http://schema.org/Person" itemprop="author" class="nowrap"><span itemprop="name">Shiva Gopalakrishnan</span></span>, <span itemtype="http://schema.org/Person" itemprop="author" class="nowrap"><span itemprop="name">Noor Izzri Abdul Wahab</span></span>, <span itemtype="http://schema.org/Person" itemprop="author" class="nowrap"><span itemprop="name">Veerapandiyan Veerasamy</span></span>, <span itemtype="http://schema.org/Person" itemprop="author" class="nowrap"><span itemprop="name">Hashim Hizam</span></span> and <span itemtype="http://schema.org/Person" itemprop="author" class="nowrap"><span itemprop="name">Rizwan A Farade</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="NASNet-LSTM based Deep learning Classifier for Anomaly Detection in Solar Photovoltaic Modules" data-link-purpose-append-open="NASNet-LSTM based Deep learning Classifier for Anomaly Detection in Solar Photovoltaic Modules">Open abstract</span> </button> <a href="/article/10.1088/1742-6596/2777/1/012006/meta" class="mr-2 nowrap"> <span class="icon-article"></span>View article<span class="offscreen-hidden">, NASNet-LSTM based Deep learning Classifier for Anomaly Detection in Solar Photovoltaic Modules</span> </a> <a href="/article/10.1088/1742-6596/2777/1/012006/pdf" class="mr-2 nowrap"> <span class="icon-file-pdf"></span>PDF<span class="offscreen-hidden">, NASNet-LSTM based Deep learning Classifier for Anomaly Detection in Solar Photovoltaic Modules</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>Many nations are increasing the installations of solar photovoltaic (PV) modules for clean energy production. Such PV modules are considered to be cost effective if the module's operation lifetime is more than twenty years. In real-time, the PV modules undergo degradation due to hotspots, defects and other anomalies resulting in reduced operation lifetime. Infrared (IR) Thermography is a Non-Destructive Testing (NDT) method that can be used in identifying such anomalies present in PV modules. However, the IR thermography requires Artificial Intelligence (AI) based classification techniques to detect the anomalies. This research article proposes a deep learning classifier, based on NASNet-LSTM for the identification of electrical and non-electrical anomalies occurring in PV modules. NASNet is a convolutional neural network (CNN) based classifier when combined with Long Short-Term Memory (LSTM) Networks performs classification with an accuracy of 84.75% considering the raw dataset used in this research. The results are validated by comparing the accuracies with other models. The study concludes that NASNet-LSTM performs well in the anomaly detection of PV modules.</p> </div> </div> <div class="art-list-item-tools small"> <a class="mr-2" href="https://doi.org/10.1088/1742-6596/2777/1/012006">https://doi.org/10.1088/1742-6596/2777/1/012006</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/10.1088/1742-6596/2777/1/012007" class="art-list-item-title"> Electric Vehicles and Renewable Energy </a> </div> <p class="small art-list-item-meta"><span itemtype="http://schema.org/Person" itemprop="author" class="nowrap"><span itemprop="name">Hasan Aydogan</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="Electric Vehicles and Renewable Energy" data-link-purpose-append-open="Electric Vehicles and Renewable Energy">Open abstract</span> </button> <a href="/article/10.1088/1742-6596/2777/1/012007/meta" class="mr-2 nowrap"> <span class="icon-article"></span>View article<span class="offscreen-hidden">, Electric Vehicles and Renewable Energy</span> </a> <a href="/article/10.1088/1742-6596/2777/1/012007/pdf" class="mr-2 nowrap"> <span class="icon-file-pdf"></span>PDF<span class="offscreen-hidden">, Electric Vehicles and 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>This paper explores the synergistic relationship between electric vehicles and renewable energy sources in addressing environmental concerns and fostering sustainable transportation. While electric vehicles offer the significant benefit of zero tailpipe emissions, their environmental impact hinges on the source of their electricity. The paper highlights the crucial role of renewable energy sources like solar, wind, and hydropower in powering electric vehicles and minimizing their carbon footprint. Examining various charging methods, including home solar systems, public charging stations with renewables, and smart charging systems, the paper demonstrates the feasibility and practicality of integrating EVs with renewable energy. The advantages of electric vehicles over gasoline vehicles are then presented, emphasizing their lower maintenance needs, cost-effectiveness, quieter operation, energy efficiency, and positive impact on air quality. Finally, the paper underscores the potential of electric vehicles to promote the transition towards a more sustainable and environmentally friendly energy landscape.</p> </div> </div> <div class="art-list-item-tools small"> <a class="mr-2" href="https://doi.org/10.1088/1742-6596/2777/1/012007">https://doi.org/10.1088/1742-6596/2777/1/012007</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/10.1088/1742-6596/2777/1/012008" class="art-list-item-title"> Feasibility and Techno-Economic Assessment of a 128kWp Grid-Tied SPV System using HOMER Pro </a> </div> <p class="small art-list-item-meta"><span itemtype="http://schema.org/Person" itemprop="author" class="nowrap"><span itemprop="name">Akhlaque Ahmad Khan</span></span>, <span itemtype="http://schema.org/Person" itemprop="author" class="nowrap"><span itemprop="name">Ahmad Faiz Minai</span></span> and <span itemtype="http://schema.org/Person" itemprop="author" class="nowrap"><span itemprop="name">Mohammad Atif Siddiqui</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="Feasibility and Techno-Economic Assessment of a 128kWp Grid-Tied SPV System using HOMER Pro" data-link-purpose-append-open="Feasibility and Techno-Economic Assessment of a 128kWp Grid-Tied SPV System using HOMER Pro">Open abstract</span> </button> <a href="/article/10.1088/1742-6596/2777/1/012008/meta" class="mr-2 nowrap"> <span class="icon-article"></span>View article<span class="offscreen-hidden">, Feasibility and Techno-Economic Assessment of a 128kWp Grid-Tied SPV System using HOMER Pro</span> </a> <a href="/article/10.1088/1742-6596/2777/1/012008/pdf" class="mr-2 nowrap"> <span class="icon-file-pdf"></span>PDF<span class="offscreen-hidden">, Feasibility and Techno-Economic Assessment of a 128kWp Grid-Tied SPV System using HOMER Pro</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>A substantial amount of the world's annual CO<sub>2</sub> emissions are attributable to the continued consumption of electricity from the grid that is generated from burning fossil fuels. Renewable energy sources could strengthen grid reliability and lessen their effect on the environment, especially in high-demand regions prone to power failures. Investigating the viability of erecting solar power plants in a subtropical area to provide the necessary electricity for an educational building that operates mainly during daylight hours is the main intent of the present study. The purpose of this investigation is to demonstrate and validate a model for enormous-scale commercial HRES applications (such as an educational institution) utilising the HOMER programme to figure out the optimal size. Minimising emissions of carbon dioxide, the main greenhouse gas responsible for accelerating global warming, is also of the utmost importance. Based on the simulation findings, the optimal system configuration consisted of a 120 kW converter and 400 PV arrays (each with 320 Wp = 128 kWp). For regional power generation, the most cost-effective choice is still a combination of solar panels and the grid. Findings show that a HRES can be economically feasible for installation in educational institutions at an initial capital cost of USD $0.068 million with annual operating expenses of USD $0.0447 million—a reduction of 44.11% compared to the existing system. The expected payback for this endeavour is five years. Other locations with identical climates could benefit from these results when considering the deployment of comparable technology. In order to help achieve a zero-carbon target, financial rewards could encourage governments to adopt similar schemes.</p> </div> </div> <div class="art-list-item-tools small"> <a class="mr-2" href="https://doi.org/10.1088/1742-6596/2777/1/012008">https://doi.org/10.1088/1742-6596/2777/1/012008</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; min-height: 250px;'> <script> googletag.cmd.push(function () { googletag.display('div-gpt-ad-1669279847892-0'); }); </script> </div> </aside>   </div> </div> </div>  </div> <div data-scroll-header="" class="data-header-anchor" id="exp"></div>  <footer class="footer content-grid__full-width" data-footer-content role="contentinfo"> <nav aria-label="Further resources" class="footer__grid"> <div> <h2 class="footer__heading">IOPscience</h2> <ul class="footer__list"> <li class="footer__item"> <a class="link--colour--white" href="/journalList">Journals</a> </li> <li class="footer__item"> <a class="link--colour--white" href="/booklistinfo/home">Books</a> </li> <li class="footer__item"> <a class="link--colour--white" href="/conference-series">IOP Conference Series</a> </li> <li class="footer__item"> <a class="link--colour--white" href="/page/aboutiopscience">About IOPscience</a> </li> <li class="footer__item"> <a class="link--colour--white" href="https://ioppublishing.org/about-us/contact-us/">Contact Us</a> </li> <li class="footer__item"> <a class="link--colour--white" href="/info/page/developing-countries-access">Developing countries access</a> </li> <li class="footer__item"> <a class="link--colour--white" href="https://publishingsupport.iopscience.iop.org/open_access/">IOP Publishing open access policy</a> </li> <li class="footer__item"> <a class="link--colour--white" href="/page/accessibility">Accessibility</a> </li> </ul> </div> <div> <h2 class="footer__heading">IOP Publishing</h2> <ul class="footer__list"> <li class="footer__item"> <a class="link--colour--white" href="https://ioppublishing.org/legal/copyright/">Copyright 2024 IOP Publishing</a> </li> <li class="footer__item"> <a class="link--colour--white" href="/page/terms">Terms and Conditions</a> </li> <li class="footer__item"> <a class="link--colour--white" href="/page/disclaimer">Disclaimer</a> </li> <li class="footer__item"> <a class="link--colour--white" href="https://ioppublishing.org/legal/privacy-cookies-policy/">Privacy and Cookie Policy</a> </li> <li class="footer__item"> <a class="link--colour--white" href="https://ioppublishing.org/legal/textanddataminingpolicy/">Text and Data mining policy</a> </li> </ul> </div> <div> <h2 class="footer__heading">Publishing Support</h2> <ul class="footer__list"> <li class="footer__item"> <a class="link--colour--white" href="https://publishingsupport.iopscience.iop.org/">Authors</a> </li> <li class="footer__item"> <a class="link--colour--white" href="https://publishingsupport.iopscience.iop.org/publishing-support/reviewers/">Reviewers</a> </li> <li class="footer__item"> <a class="link--colour--white" href="https://publishingsupport.iopscience.iop.org/publishing-support/organisers/">Conference Organisers</a> </li> </ul> </div> </nav>  <div class="footer__notice"> <div class="footer__notice-inner"> <div class="footer__notice-text"> <svg aria-hidden="true" class="footer__cookie fa-icon" focusable="false" viewBox="0 0 512 512" xmlns="http://www.w3.org/2000/svg">  <path d="M257.5 27.6c-.8-5.4-4.9-9.8-10.3-10.6c-22.1-3.1-44.6 .9-64.4 11.4l-74 39.5C89.1 78.4 73.2 94.9 63.4 115L26.7 190.6c-9.8 20.1-13 42.9-9.1 64.9l14.5 82.8c3.9 22.1 14.6 42.3 30.7 57.9l60.3 58.4c16.1 15.6 36.6 25.6 58.7 28.7l83 11.7c22.1 3.1 44.6-.9 64.4-11.4l74-39.5c19.7-10.5 35.6-27 45.4-47.2l36.7-75.5c9.8-20.1 13-42.9 9.1-64.9c-.9-5.3-5.3-9.3-10.6-10.1c-51.5-8.2-92.8-47.1-104.5-97.4c-1.8-7.6-8-13.4-15.7-14.6c-54.6-8.7-97.7-52-106.2-106.8zM208 144a32 32 0 1 1 0 64 32 32 0 1 1 0-64zM144 336a32 32 0 1 1 64 0 32 32 0 1 1 -64 0zm224-64a32 32 0 1 1 0 64 32 32 0 1 1 0-64z"/> </svg> <span><strong>This site uses cookies</strong>. 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Issue 1 - Volume 2777 - Journal of Physics: Conference Series - IOPscience