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Experimental investigation and performance prediction of cryogenic temperature sensor for cryogenic rocket engine using artificial intelligence techniques - Peeref
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data-url="https://peeref-open.s3.amazonaws.com/storage/uploads/posters/a283b8c5-c3a1-4c37-bd23-f065341fe60d.pdf" ></div> <div id="pdf-container-fallback" style="display: none;"> <a href="https://peeref-open.s3.amazonaws.com/storage/uploads/posters/a283b8c5-c3a1-4c37-bd23-f065341fe60d.pdf"> <img src="https://peeref-open.s3.amazonaws.com/storage/uploads/posters/a283b8c5-c3a1-4c37-bd23-f065341fe60d.jpg" alt="Experimental investigation and performance prediction of cryogenic temperature sensor for cryogenic rocket engine using artificial intelligence techniques"> </a> </div> <div class="d-flex justify-content-between"> <div class="mx-3 p-3 text-muted font-weight-bold"> <span>43 次浏览</span> <span class="mx-2">·</span> <span>15 次下载</span> <span class="mx-2">·</span> <span>☆☆☆☆☆ 0.0</span> </div> <div id="btn-view-full-screen" class="my-2 text-right" style="display: none;"> <button class='btn btn-link'>全屏</button> </div> </div> <div class="m-3 p-3"> <h3 class="mt-0"> <span class="oa-icon ml-0 mr-1"> <img src="https://peeref-open.s3.amazonaws.com/images/open-access-symbol.svg" alt="" title="Open Access"> </span> Experimental investigation and performance prediction of cryogenic temperature sensor for cryogenic rocket engine using artificial intelligence techniques </h3> <div class="d-flex justify-content-between flex-wrap flex-md-nowrap"> <div class="mb-4 mb-md-0"> <p class="font-weight-bold"> 发表日期 January 15, 2025 (DOI: <a href="https://doi.org/10.54985/peeref.2501p2540962" target="_blank">https://doi.org/10.54985/peeref.2501p2540962</a>) </p> <div class="bg-info text-white px-3 d-inline-block"> <small>未经同行评议</small> </div> </div> </div> <hr> <dl> <dt> <h4>作者</h4> </dt> <dd> <div class="mb-3"> Upendra BEHERA<sup>1</sup> , Debashis PANDA<sup>1</sup> , C Chandrasekharan<sup>2</sup> , Jeen Britto<sup>2</sup> , Cross Sapna<sup>2</sup> , DS NADIG,<sup>1</sup> </div> <div class="mb-3"> <ol class="pl-4"> <li>Indian Institute of Science</li> <li>Indian Space Research Organisation</li> </ol> </div> </dd> </dl> <dl> <dt> <h4>会议/活动</h4> </dt> <dd> ICEC29-ICMC-2024, July 2024 (ICEC29-ICMC-2024/ CERN, Switzerland) </dd> </dl> <dl> <dt> <h4>海报摘要</h4> </dt> <dd>Cryogenic sensors are widely adopted in cryogenic and semi-cryogenic rocket engines to measure temperature values. These sensors are in-house developed resistance sensors and are calibrated between 4.2 K and 300 K to ensure the desired redundancy, accuracy, and repeatability before their authentic use in space missions. With our in-house wet cryogenic calibration facility, these sensors are calibrated and post-processed. An attempt has been made to use artificial intelligence techniques to predict the resistances as a function of temperatures for the first time. Various types of membership functions and training algorithms have been selected during training the neural network and the effect of each of them on the predicted value has been compared.</dd> </dl> <dl> <dt> <h4>关键词</h4> </dt> <dd>Cryogenics, Rocket engines, Sensors, Calibration, Cryostat, Artificial Intelligence</dd> </dl> <dl> <dt> <h4>研究领域</h4> </dt> <dd>Aeronautics and Aerospace Engineering, Mechanical Engineering, Computer and Information Science , Energy Engineering, Physics</dd> </dl> <dl> <dt> <h4>参考文献</h4> </dt> <dd> <ol class="pl-4"> <li>Re-entry of Cryogenic Upper Stage of LVM3 M4, Vol. 19, The Aeronutical Society of India, E-news, 2024.</li> <li>Behera, U., Panda, D., Suma M.N., & Suresh, T. (2024). Development of an Indigenous Cryogenic Temperature Sensors Calibration Facility for Cryogenic and Semicryogenic Rocket Engines. In Proceedings of the International Conference on Advances in Aerospace and Energy Systems (April 04-06, 2024), Liquid Propulsion Systems Centre, Valiamala, ISRO, India</li> <li>Kumar, Manoj, Debashis Panda, Suraj K. Behera, and Ranjit K. Sahoo. "Experimental investigation and performance prediction of a cryogenic turboexpander using artificial intelligence techniques." Applied thermal engineering 162 (2019): 114273</li> <li>S.S. Courts, and B.R. Courts, “Stability of Cernox® temperature sensors stored at room temperature over a 29-year period”. Cryogenics, 129, 103616, 2023</li> </ol> </dd> </dl> <dl> <dt> <h4>基金</h4> </dt> <dd> <span class="text-muted">暂无数据</span> </dd> </dl> <dl> <dt> <h4>补充材料</h4> </dt> <dd> <ol class="pl-4"> <li> Abstract <a href="https://www.peeref.com/storage/uploads/posters/support/yfdUxcL5yBxCI3rP.pdf" download rel="nofollow">Download</a> </li> </ol> </dd> </dl> <dl> <dt data-toggle="collapse" data-target="#collapseAdditional" style="cursor: pointer;"> <h4> 附加信息 <i class="ivu-icon ivu-icon-md-arrow-dropdown"></i> </h4> </dt> <dd class="collapse" id="collapseAdditional"> <dl> <dt>利益冲突</dt> <dd class="text-secondary"> This paper is submitted for publciation in ICEC29-ICMC-2024 conference proceedings. </dd> </dl> <dl> <dt>数据可用性声明</dt> <dd class="text-secondary"> Data sharing not applicable to this poster as no datasets were generated or analyzed during the current study. </dd> </dl> <dl> <dt>知识共享许可协议</dt> <dd class="text-secondary"> Copyright © 2025 BEHERA et al. 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