Yiming Wang, Shiyun Xu, Huadong Sun, Chen Shen, Tiankai Lan
{"title":"Transient Stability Analysis of the CIG-Embedded Power Systems Considering Multiple Stable Equilibrium Points","authors":"Yiming Wang, Shiyun Xu, Huadong Sun, Chen Shen, Tiankai Lan","doi":"10.1109/tpwrs.2024.3440342","DOIUrl":"https://doi.org/10.1109/tpwrs.2024.3440342","url":null,"abstract":"","PeriodicalId":13373,"journal":{"name":"IEEE Transactions on Power Systems","volume":null,"pages":null},"PeriodicalIF":6.6,"publicationDate":"2024-08-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141908989","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":"Voltage Unbalance Factor Reduction Method for Inverter-Based Resources Considering Active Power Constraint","authors":"Yukun Qiu;Zhen He;Heng Nian;Chen Zhao;Dan Sun;Bin Hu;Yuming Liao","doi":"10.1109/TPWRS.2024.3439988","DOIUrl":"10.1109/TPWRS.2024.3439988","url":null,"abstract":"Unbalanced voltages have a significant impact on power system security. Inverter-based resources (IBRs) show great potentials in managing the unbalanced voltages. However, the mitigation of voltage unbalance factor (VUF) through IBRs is challenged by the nonlinearity stemming from the product of voltage and current, and square root operation considering active power constraints. In this letter, a VUF reduction model considering active power constraint is established and solved analytically by the Karush–Kuhn–Tucker (KKT) conditions. Compared with the existing unbalance optimal methods, the proposed method shows a better performance in VUF reduction. Moreover, the solution of the proposed method is no iteration required.","PeriodicalId":13373,"journal":{"name":"IEEE Transactions on Power Systems","volume":null,"pages":null},"PeriodicalIF":6.5,"publicationDate":"2024-08-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141904486","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}
Jianing Lin, Minglei Bao, Yanqiu Hou, Yi Ding, Zhenglin Yang
{"title":"A Risk-Sharing Bi-Level Framework for Multi-Area Electricity Markets against Extreme Events","authors":"Jianing Lin, Minglei Bao, Yanqiu Hou, Yi Ding, Zhenglin Yang","doi":"10.1109/tpwrs.2024.3439313","DOIUrl":"https://doi.org/10.1109/tpwrs.2024.3439313","url":null,"abstract":"","PeriodicalId":13373,"journal":{"name":"IEEE Transactions on Power Systems","volume":null,"pages":null},"PeriodicalIF":6.6,"publicationDate":"2024-08-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141899808","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}
Fengyuan Jin, Chengcheng Shao, Ke Li, Xin Jin, Mohammad Shahidehpour, Xifan Wang
{"title":"User Equilibrium Analysis of Aggregative Game in Demand Response","authors":"Fengyuan Jin, Chengcheng Shao, Ke Li, Xin Jin, Mohammad Shahidehpour, Xifan Wang","doi":"10.1109/tpwrs.2024.3438540","DOIUrl":"https://doi.org/10.1109/tpwrs.2024.3438540","url":null,"abstract":"","PeriodicalId":13373,"journal":{"name":"IEEE Transactions on Power Systems","volume":null,"pages":null},"PeriodicalIF":6.6,"publicationDate":"2024-08-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141895683","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":"Optimality-Guaranteed Acceleration of Unit Commitment Calculation via Few-shot Solution Prediction","authors":"Qian Gao, Zhifang Yang, Wenyuan Li, Juan Yu","doi":"10.1109/tpwrs.2024.3438769","DOIUrl":"https://doi.org/10.1109/tpwrs.2024.3438769","url":null,"abstract":"","PeriodicalId":13373,"journal":{"name":"IEEE Transactions on Power Systems","volume":null,"pages":null},"PeriodicalIF":6.6,"publicationDate":"2024-08-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141895614","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":"Estimating the Basin of Attraction for the Power Flow Equations in Power Distribution Networks","authors":"Alejandro Garcés-Ruiz","doi":"10.1109/TPWRS.2024.3437649","DOIUrl":"10.1109/TPWRS.2024.3437649","url":null,"abstract":"This letter presents an inner and outer estimation for the basin of attraction of the power flow in power distribution networks. The proposed methodology can be used to define the convergence region of the power flow algorithm and to estimate the minimum and maximum voltage of the grid without explicitly solving the power flow equations. Numerical experiments in the three-phase unbalanced IEEE 906 nodes test system show the use of the proposed methodology. Results include convergence analysis as well as a quasi-dynamic simulation considering 1440 different scenarios of load and renewable power generation.","PeriodicalId":13373,"journal":{"name":"IEEE Transactions on Power Systems","volume":null,"pages":null},"PeriodicalIF":6.5,"publicationDate":"2024-08-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141880147","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":"Scaling Graph Neural Networks for Large-Scale Power Systems Analysis: Empirical Laws for Emergent Abilities","authors":"Yuhong Zhu;Yongzhi Zhou;Lei Yan;Zuyi Li;Huanhai Xin;Wei Wei","doi":"10.1109/TPWRS.2024.3437651","DOIUrl":"10.1109/TPWRS.2024.3437651","url":null,"abstract":"The scale-up of AI models for analyzing large-scale power systems necessitates a thorough understanding of their scaling properties. Existing studies on these properties provide only partial insights, showing predictable decreases in loss function with increased model scales; yet no scaling law for power system AI models has been established, resulting in unpredictable performance. This letter introduces and explores the concept of “emergent abilities” in graph neural networks (GNN) used for analyzing large-scale power systems–a phenomenon where model performance improves dramatically once its scale exceeds a threshold. We further introduce an empirical power-law formula to quantify the relationship between this threshold and the power system size. Our theory precisely predicts the threshold for the emergence of these abilities in large-scale power systems, including both a synthetic 10,000-bus and a real-world 19,402-bus system.","PeriodicalId":13373,"journal":{"name":"IEEE Transactions on Power Systems","volume":null,"pages":null},"PeriodicalIF":6.5,"publicationDate":"2024-08-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141880139","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":"An Online Approach for Dimensioning Fast Frequency Response Reserve in a Low Inertia Power System","authors":"Akhilesh Panwar, Zakir Hussain Rather, Ariel Liebman, Roger Dargaville, Suryanarayana Doolla","doi":"10.1109/tpwrs.2024.3434485","DOIUrl":"https://doi.org/10.1109/tpwrs.2024.3434485","url":null,"abstract":"","PeriodicalId":13373,"journal":{"name":"IEEE Transactions on Power Systems","volume":null,"pages":null},"PeriodicalIF":6.6,"publicationDate":"2024-07-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141862124","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":"A Projected Gradient Descent-Based Distributed Optimal Control Method of Medium-Voltage DC Distribution System Considering Line Loss","authors":"Wenbiao Lu, Qian Xiao, Hongjie Jia, Yu Jin, Yunfei Mu, Jiebei Zhu, Chen Shen, Remus Teodorescu, Josep M. Guerrero","doi":"10.1109/tpwrs.2024.3435789","DOIUrl":"https://doi.org/10.1109/tpwrs.2024.3435789","url":null,"abstract":"","PeriodicalId":13373,"journal":{"name":"IEEE Transactions on Power Systems","volume":null,"pages":null},"PeriodicalIF":6.6,"publicationDate":"2024-07-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141857657","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":"Scalable Risk Assessment of Rare Events in Power Systems with Uncertain Wind Generation and Loads","authors":"Bendong Tan, Junbo Zhao, Yousu Chen","doi":"10.1109/tpwrs.2024.3435490","DOIUrl":"https://doi.org/10.1109/tpwrs.2024.3435490","url":null,"abstract":"","PeriodicalId":13373,"journal":{"name":"IEEE Transactions on Power Systems","volume":null,"pages":null},"PeriodicalIF":6.6,"publicationDate":"2024-07-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141857893","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}