Maëva Courcelle;Qiucen Tao;Johanna Geis-Schroer;Thomas Leibfried;Giovanni De Carne
{"title":"基于扰动的负载灵敏度识别,用于固态变压器负载控制","authors":"Maëva Courcelle;Qiucen Tao;Johanna Geis-Schroer;Thomas Leibfried;Giovanni De Carne","doi":"10.1109/TPWRD.2024.3453270","DOIUrl":null,"url":null,"abstract":"In recent years, the electricity supply has become more volatile, and advanced real-time controllers are needed to manage the grid safely. Demand-side management represents a promising solution, where regulating load consumption through controlled voltage variations offers a valuable approach, which can be applied using power electronics actuators. This approach relies on understanding how power consumption reacts to changes in voltage magnitude or frequency. One proposed method is perturbation-based load sensitivity identification, which introduces controlled perturbation into the grid, for instance through a Solid-State Transformer, and calculates load parameters via power measurements. However, existing methods often require synchronization with the perturbation actuator and lack resiliency to noise or uncorrelated power variations, limiting their practical applicability. This paper proposes a novel approach for perturbation-based load sensitivity identification, utilizing a pre- and post-filtering process. This method has been tested under realistic grid conditions, with autonomous computation of the load sensitivity, triggered by variation-based perturbation detection. It offers more global and flexible control possibilities, and eliminates the need for complex communication layers.","PeriodicalId":13498,"journal":{"name":"IEEE Transactions on Power Delivery","volume":"39 6","pages":"3114-3125"},"PeriodicalIF":3.8000,"publicationDate":"2024-09-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10663970","citationCount":"0","resultStr":"{\"title\":\"Perturbation-Based Load Sensitivity Identification for Smart Transformer-Based Load Control\",\"authors\":\"Maëva Courcelle;Qiucen Tao;Johanna Geis-Schroer;Thomas Leibfried;Giovanni De Carne\",\"doi\":\"10.1109/TPWRD.2024.3453270\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In recent years, the electricity supply has become more volatile, and advanced real-time controllers are needed to manage the grid safely. Demand-side management represents a promising solution, where regulating load consumption through controlled voltage variations offers a valuable approach, which can be applied using power electronics actuators. This approach relies on understanding how power consumption reacts to changes in voltage magnitude or frequency. One proposed method is perturbation-based load sensitivity identification, which introduces controlled perturbation into the grid, for instance through a Solid-State Transformer, and calculates load parameters via power measurements. However, existing methods often require synchronization with the perturbation actuator and lack resiliency to noise or uncorrelated power variations, limiting their practical applicability. This paper proposes a novel approach for perturbation-based load sensitivity identification, utilizing a pre- and post-filtering process. This method has been tested under realistic grid conditions, with autonomous computation of the load sensitivity, triggered by variation-based perturbation detection. It offers more global and flexible control possibilities, and eliminates the need for complex communication layers.\",\"PeriodicalId\":13498,\"journal\":{\"name\":\"IEEE Transactions on Power Delivery\",\"volume\":\"39 6\",\"pages\":\"3114-3125\"},\"PeriodicalIF\":3.8000,\"publicationDate\":\"2024-09-03\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10663970\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"IEEE Transactions on Power Delivery\",\"FirstCategoryId\":\"5\",\"ListUrlMain\":\"https://ieeexplore.ieee.org/document/10663970/\",\"RegionNum\":2,\"RegionCategory\":\"工程技术\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"ENGINEERING, ELECTRICAL & ELECTRONIC\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE Transactions on Power Delivery","FirstCategoryId":"5","ListUrlMain":"https://ieeexplore.ieee.org/document/10663970/","RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"ENGINEERING, ELECTRICAL & ELECTRONIC","Score":null,"Total":0}
Perturbation-Based Load Sensitivity Identification for Smart Transformer-Based Load Control
In recent years, the electricity supply has become more volatile, and advanced real-time controllers are needed to manage the grid safely. Demand-side management represents a promising solution, where regulating load consumption through controlled voltage variations offers a valuable approach, which can be applied using power electronics actuators. This approach relies on understanding how power consumption reacts to changes in voltage magnitude or frequency. One proposed method is perturbation-based load sensitivity identification, which introduces controlled perturbation into the grid, for instance through a Solid-State Transformer, and calculates load parameters via power measurements. However, existing methods often require synchronization with the perturbation actuator and lack resiliency to noise or uncorrelated power variations, limiting their practical applicability. This paper proposes a novel approach for perturbation-based load sensitivity identification, utilizing a pre- and post-filtering process. This method has been tested under realistic grid conditions, with autonomous computation of the load sensitivity, triggered by variation-based perturbation detection. It offers more global and flexible control possibilities, and eliminates the need for complex communication layers.
期刊介绍:
The scope of the Society embraces planning, research, development, design, application, construction, installation and operation of apparatus, equipment, structures, materials and systems for the safe, reliable and economic generation, transmission, distribution, conversion, measurement and control of electric energy. It includes the developing of engineering standards, the providing of information and instruction to the public and to legislators, as well as technical scientific, literary, educational and other activities that contribute to the electric power discipline or utilize the techniques or products within this discipline.