Explainable Deep Neural Networks for Evaluation Status of Transformer Paper Insulation With Multiple Chemical Indicators.

Ying Zhao 0032 https://orcid.org/0009-0004-0840-1105 Nanjing University of Aeronautics and Astronautics, Nanjing, China Ying Zhao Ying Zhao 0001 Central South University, School of Information Science and Engineering, Changsha, China https://orcid.org/0000-0002-4200-5200 Ying Zhao 0002 趙鷹 Hong Kong University of Science and Technology, Department of Marketing, Clearwater Bay, Kowloon, Hong Kong http://repository.ust.hk/ir/AuthorProfile/zhao-ying https://orcid.org/0000-0002-9604-1557 https://www.scopus.com/authid/detail.uri?authorId=55726086400 Ying Zhao 0003 The University of Manchester, UK Beijing Normal University, China https://orcid.org/0000-0002-1601-0428 https://www.wikidata.org/entity/Q59703340 Ying Zhao 0004 Technische Universität Darmstadt, Germany https://orcid.org/0000-0002-6439-1843 https://www.wikidata.org/entity/Q60757669 https://www.scopus.com/authid/detail.uri?authorId=56895412200 Ying Zhao 0005 University of Wollongong, School of Software Engineering and Computer Science, NSW, Australia Ying Zhao 0006 Naval Postgraduate School, Monterey, CA, USA Quantum Intelligence, Inc., Santa Clara, CA, USA MIT, Artificial Intelligence Laboratory, Cambridge, MA, USA BBN Systems and Technologies, Cambridge, MA, USA http://faculty.nps.edu/yzhao/ https://scholar.google.com/citations?user=_gluXdYAAAAJ https://orcid.org/0000-0001-8350-4033 https://www.wikidata.org/entity/Q95615107 Ying Zhao 0007 Jilin University, College of Automotive Engineering, State Key Laboratory of Automotive Simulation and Control, Changchun, China https://orcid.org/0000-0002-7788-5084 Ying Zhao 0008 Tsinghua University, Beijing, China University of Minnesota, Minneapolis, NM, USA Ying Zhao 0009 Ricoh Software Research Center (Beijing) Co., Ltd. Kobe University, School of System Informatics, Japan Beijing Institute of Technology, School of Computer Science and Technology, China 赵颖 https://orcid.org/0000-0002-4113-8423 Ying Zhao 0010 Dalian Maritime University, College of Marine Electrical Engineering, China https://orcid.org/0000-0003-0065-1797 https://orcid.org/0000-0001-5693-3772 https://ieeexplore.ieee.org/author/37087027474 Ying Zhao 0011 Beijing University of Chemical Technology, Beijing, China Ying Zhao 0012 https://orcid.org/0000-0002-9563-7519 https://www.wikidata.org/entity/Q131009787 Swinburne University of Technology, Melbourne, Australia Ying Zhao 0013 https://orcid.org/0009-0009-5182-8100 Beijing Jishuitan Hospital, The Fourth Medical Clinical Hospital of Peking University, China Ying Zhao 0014 https://orcid.org/0009-0003-8727-0467 Shenyang University, China Ying Zhao 0015 https://orcid.org/0000-0002-3215-9986 Northwestern Polytechnical University, Xi'an, China Ying Zhao 0016 https://dl.acm.org/profile/99661142090 https://orcid.org/0000-0002-4872-3633 https://www.wikidata.org/entity/Q130987866 Tsinghua University, Beijing, China Ying Zhao 0017 https://orcid.org/0000-0002-8075-3939 Aloe Semiconductor Inc Ying Zhao 0018 https://orcid.org/0000-0001-6228-5433 Sichuan University, Chengdu, China Ying Zhao 0019 https://orcid.org/0000-0003-0096-5614 Southwest University, Chongqing, China Ying Zhao 0020 https://orcid.org/0009-0004-2125-6651 Dongguan City University, Dongguan, Guangdong, China Ying Zhao 0021 https://orcid.org/0009-0009-6330-0805 Southeast University, Nanjing, China Ying Zhao 0022 https://orcid.org/0009-0006-1976-4854 https://www.wikidata.org/entity/Q130829767 Guilin University of Electronic Technology, China Ying Zhao 0023 https://orcid.org/0000-0002-7427-4974 Huanghe Science and Technology College, Zhengzhou, China Ying Zhao 0024 https://orcid.org/0000-0002-4330-4026 Anhui Polytechnic University, Wuhu, Anhui, China Ying Zhao 0025 https://orcid.org/0000-0002-2215-5674 University of Aizu, Aizuwakamatsu, Fukushima, Japan Ying Zhao 0026 https://orcid.org/0000-0002-6093-971X Beijing Anzhen Hospital, Capital Medical University, Beijing, China Ying Zhao 0027 https://orcid.org/0009-0002-4891-6854 Shanghai Jiao Tong University, Shanghai, China Ying Zhao 0028 https://orcid.org/0009-0001-4284-0708 Xiamen University Tan Kah Kee College, China Ying Zhao 0029 https://orcid.org/0009-0009-0080-7019 https://www.wikidata.org/entity/Q130916787 Beijing Institute of Technology, China Ying Zhao 0030 https://orcid.org/0000-0002-1770-8430 China Academy of Space Technology (CAST), Xi'an, China Ying Zhao 0031 https://orcid.org/0009-0002-9913-2355 Nanjing Audit University, Nanjing, China Ying Zhao 0033 https://orcid.org/0009-0001-5321-0031 Thorough Lab, Thorough Future, Beijing, China Ying Zhao 0034 https://orcid.org/0009-0009-7211-8693 Jilin University, Changchun, China Ying Zhao 0035 https://orcid.org/0000-0002-2907-704X Yantai University, Yantai, China Ying Zhao 0036 https://orcid.org/0009-0008-3603-8963 Yunnan Power Grid Company Ltd., Kunming, China Ying Zhao 0037 https://orcid.org/0009-0008-3957-5940 University of South China, Hengyang, Hunan, China Ying Zhao 0038 https://orcid.org/0009-0006-4851-0669 Lanzhou Jiaotong University, Lanzhou, China Ying Zhao 0039 https://orcid.org/0000-0001-5730-5890 Hunan University, Hunan, China Ying Zhao 0040 https://orcid.org/0000-0003-4373-4015 Northeastern University, Shenyang, Liaoning, China Ying Zhao 0041 https://orcid.org/0009-0002-7636-6642 College of Post and Telecommunication of WIT, Wuhan, China

Ying Zhao 0032 Enze Zhang Yihang Deng Harald Schwarz Chaohai Zhang Explainable Deep Neural Networks for Evaluation Status of Transformer Paper Insulation With Multiple Chemical Indicators. 1-11 2025 74 IEEE Trans. Instrum. Meas. https://doi.org/10.1109/TIM.2025.3575967 db/journals/tim/tim74.html#ZhaoZDSZ25 streams/journals/tim

Yihang Deng Harald Schwarz Chaohai Zhang Enze Zhang