{"title":"Evaluating the Trustworthiness of Machine Learning-based Outage Detection in Distribution Grids Using Explainable AI","authors":"Chenhan Xiao, Xiangyu Zhou, Yang Weng","doi":"10.1109/tsg.2026.3728733","DOIUrl":"https://doi.org/10.1109/tsg.2026.3728733","url":null,"abstract":"","PeriodicalId":13331,"journal":{"name":"IEEE Transactions on Smart Grid","volume":"31 1","pages":""},"PeriodicalIF":9.6,"publicationDate":"2026-08-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148852489","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Yanjia Wang, Xianlong Li, Alexis Pengfei Zhao, Da Xie, Chenghong Gu, Tong Liu, Xitian Wang
{"title":"From High-Energy-Consumption Load to Flexible and Controllable Resource: A Coordinated Optimization Pathway for Virtual Power Plant Integration of Communication Base Stations","authors":"Yanjia Wang, Xianlong Li, Alexis Pengfei Zhao, Da Xie, Chenghong Gu, Tong Liu, Xitian Wang","doi":"10.1109/tsg.2026.3728191","DOIUrl":"https://doi.org/10.1109/tsg.2026.3728191","url":null,"abstract":"","PeriodicalId":13331,"journal":{"name":"IEEE Transactions on Smart Grid","volume":"11 1","pages":""},"PeriodicalIF":9.6,"publicationDate":"2026-08-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148852488","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Ganzhou Yao, Xin Ge, Zhongyue Lu, Josep M. Guerrero, Jose Matas, Zirong Luo
{"title":"Real-Time Prediction and Active Prevention of Chaotic Voltage Collapse in Wave-Energy DC Microgrids","authors":"Ganzhou Yao, Xin Ge, Zhongyue Lu, Josep M. Guerrero, Jose Matas, Zirong Luo","doi":"10.1109/tsg.2026.3727960","DOIUrl":"https://doi.org/10.1109/tsg.2026.3727960","url":null,"abstract":"","PeriodicalId":13331,"journal":{"name":"IEEE Transactions on Smart Grid","volume":"40 1","pages":""},"PeriodicalIF":9.6,"publicationDate":"2026-08-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148852495","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Uncertainty and Autarky: Cooperative Game Theory for Stable Local Energy Market Partitioning","authors":"Saurabh Vaishampayan, Maryam Kamgarpour","doi":"10.1109/tsg.2026.3727231","DOIUrl":"https://doi.org/10.1109/tsg.2026.3727231","url":null,"abstract":"","PeriodicalId":13331,"journal":{"name":"IEEE Transactions on Smart Grid","volume":"41 1","pages":""},"PeriodicalIF":9.6,"publicationDate":"2026-08-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148821340","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Wei Lin, Pengfei Yan, Edoardo Dacco, Claudio A. Canizares, Yi Wang, Davide Falabretti
{"title":"Model-Free Aggregation for Virtual Power Plants under Distributed Energy Resource Uncertainty","authors":"Wei Lin, Pengfei Yan, Edoardo Dacco, Claudio A. Canizares, Yi Wang, Davide Falabretti","doi":"10.1109/tsg.2026.3726961","DOIUrl":"https://doi.org/10.1109/tsg.2026.3726961","url":null,"abstract":"","PeriodicalId":13331,"journal":{"name":"IEEE Transactions on Smart Grid","volume":"31 1","pages":""},"PeriodicalIF":9.6,"publicationDate":"2026-08-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148821348","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"STDeepSeek: Continual Learning Enhanced Spatiotemporal Large Language Model for Load Forecasting of Electric Vehicle Charging Stations","authors":"Xuchen Gu, Zipeng Liang, C.Y. Chung, Chaojie Li, Xueqian Fu, Qin Wang, Jizhong Zhu","doi":"10.1109/tsg.2026.3725028","DOIUrl":"https://doi.org/10.1109/tsg.2026.3725028","url":null,"abstract":"","PeriodicalId":13331,"journal":{"name":"IEEE Transactions on Smart Grid","volume":"51 1","pages":""},"PeriodicalIF":9.6,"publicationDate":"2026-08-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148768222","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}