EditorialPublished 9 September 2026Editorial: New advancements in power system condition monitoring, fault diagnosis and environmental compatibilityDeshi Liu · Feng Liu · Jun Chen · Hui Wan · Shuai YaoFrontiers in Energy Researchdoi 10.3389/fenrg.2026.1976807
Original ResearchPublished 8 September 2026Design of a transfer learning fault identification model based on a Markov field and an improved DarkNetWenhao Liu · Hong JiangFrontiers in Mechanical Engineeringdoi 10.3389/fmech.2026.1883839
CorrectionPublished 8 September 2026Correction: Fault diagnosis and prediction of industrial hydraulic pumps based on KOA-CNN-BILSTM modelTing Zhong · Weiyi ZhuFrontiers in Mechanical Engineeringdoi 10.3389/fmech.2026.1977529
ReviewPublished 23 July 2026AI-driven quadruped robots: from fundamental locomotion to advanced biomimetic behaviorsLikai Wu · Chee-Onn Chow · Wei Ru Wong · Joon Huang Chuah · Jeevan Kanesan · Meina ZhangFrontiers in Neuroroboticsdoi 10.3389/fnbot.2026.1855550
ReviewPublished 17 July 2026AI/ML enabled smart battery management systems in electric vehiclesMohammad WaseemFrontiers in Batteries and Electrochemistrydoi 10.3389/fbael.2026.1883201
Original ResearchPublished 5 June 2026Research on transformer fault diagnosis and early warning technology based on digital twinsKaibo Hu · Lifeng Yu · Wuyin Gu · Kefeng Qian · Jiahe SunFrontiers in Smart Gridsdoi 10.3389/frsgr.2026.1774205
Systematic ReviewPublished 1 June 2026A systematic literature review on the use of digital twin technology in electrical engineering research and applicationsAmer Abuabed · Javeed KitturFrontiers in Smart Gridsdoi 10.3389/frsgr.2026.1805035
Original ResearchPublished 24 April 2026Application of VMD–CNN–LSTM in mechanical fault diagnosis of pump station unitsFengshou Zhang · Mengmeng Cui · Hongyu Yang · Jing Feng · Qingqing Tian · Yu Tian · Lei GuoFrontiers in Signal Processingdoi 10.3389/frsip.2026.1777346
Original ResearchPublished 13 April 2026Research on a strongly generalizable fault diagnosis method based on adversarial transfer learningBiwei Zhu · Zhiguang Deng · Xuemei Wang · Sijie Xu · Chenlong DongFrontiers in Nuclear Engineeringdoi 10.3389/fnuen.2026.1771702
Original ResearchPublished 8 January 2026An ensemble data-driven method for fault detection and diagnosis of digital control systems in nuclear power plantsBaimao Lei · Bohao Tian · Yingrong Yao · Chenyu Jiang · Jun YangFrontiers in Nuclear Engineeringdoi 10.3389/fnuen.2025.1714098
Original ResearchPublished 12 November 2025A high-precision fault diagnosis method for photovoltaic arrays considering the effect of missing dataDi Liu · Xiaojuan Zhu · Changyu DuFrontiers in Electronicsdoi 10.3389/felec.2025.1656864
