{"title":"Optimal Power Flow (OPF) Analysis for AC–DC Active Distribution Networks Utilizing Second-Order Cone Programming (SOCP) Approach","authors":"Md Mahmud-Ul-Tarik Chowdhury;Krishna Murari;Md Shamim Hasan;Sukumar Kamalasadan","doi":"10.1109/TII.2025.3528533","DOIUrl":null,"url":null,"abstract":"Designing optimal power flow (OPF) models for ac–dc distribution networks poses significant challenges due to their highly nonlinear nature. However, convex relaxations can overcome the complexities. Therefore, this article presents a novel OPF model for ac–dc radial distribution systems using second-order cone programming (SOCP). Along with the optimal power injection reference, the model provides the optimal modulation index for the converters. Due to the computational superiority of convex models, the OPF model is applicable for ac–dc networks with high integration of distributed energy resources (DERs). The developed convex OPF model is tested on multiple distribution feeders with DERs and compared with the nonlinear programming OPF model. As a convex model, SOCP-OPF analysis provides a globally optimal solution that is exact for convex objective functions. The model is analyzed for a range of weighted factors of different objectives and a wide range of penetration levels of DERs.","PeriodicalId":13301,"journal":{"name":"IEEE Transactions on Industrial Informatics","volume":"21 5","pages":"3555-3564"},"PeriodicalIF":9.9000,"publicationDate":"2025-01-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE Transactions on Industrial Informatics","FirstCategoryId":"94","ListUrlMain":"https://ieeexplore.ieee.org/document/10856679/","RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"AUTOMATION & CONTROL SYSTEMS","Score":null,"Total":0}
引用次数: 0
Abstract
Designing optimal power flow (OPF) models for ac–dc distribution networks poses significant challenges due to their highly nonlinear nature. However, convex relaxations can overcome the complexities. Therefore, this article presents a novel OPF model for ac–dc radial distribution systems using second-order cone programming (SOCP). Along with the optimal power injection reference, the model provides the optimal modulation index for the converters. Due to the computational superiority of convex models, the OPF model is applicable for ac–dc networks with high integration of distributed energy resources (DERs). The developed convex OPF model is tested on multiple distribution feeders with DERs and compared with the nonlinear programming OPF model. As a convex model, SOCP-OPF analysis provides a globally optimal solution that is exact for convex objective functions. The model is analyzed for a range of weighted factors of different objectives and a wide range of penetration levels of DERs.
期刊介绍:
The IEEE Transactions on Industrial Informatics is a multidisciplinary journal dedicated to publishing technical papers that connect theory with practical applications of informatics in industrial settings. It focuses on the utilization of information in intelligent, distributed, and agile industrial automation and control systems. The scope includes topics such as knowledge-based and AI-enhanced automation, intelligent computer control systems, flexible and collaborative manufacturing, industrial informatics in software-defined vehicles and robotics, computer vision, industrial cyber-physical and industrial IoT systems, real-time and networked embedded systems, security in industrial processes, industrial communications, systems interoperability, and human-machine interaction.