State Estimation for Integrated Energy Systems: Motivations, Advances, and Future Work
This paper summarizes the technical activities of a three-year-long IEEE Task Force (TF) on State Estimation (SE) for Integrated Energy Systems (IES). It presents the formal definition and characteristics of IES, along with the comprehensive discussion on Electric Power Systems (EPS) model, and static and dynamic models associated with heating and natural gas systems. The paper also identifies the barriers of SE for IES, such as estimation modeling, observability analysis, and measurement requirements, together with addressing multi-scale dynamics. An extensive comparative analysis between Integrated Energy Systems–State Estimation (IES-SE) and more established Electric Power System–State Estimation (EPS-SE) is presented. The paper also provides future research needs and directions related to IES-SE.
Authors
- Manyun Huang (ORCID: https://orcid.org/0000-0003-0965-9349)
- Innocent Kamwa (ORCID: https://orcid.org/0000-0002-3568-3716)
- Ankur Srivastava (ORCID: https://orcid.org/0000-0003-0362-7311)
- Ye Guo (ORCID: https://orcid.org/0000-0002-5268-5289)
- Qinglai Guo (ORCID: https://orcid.org/0000-0003-1435-5796)
- Antonio Gómez‐Expósito (ORCID: https://orcid.org/0000-0003-1720-6876)
- Weiye Zheng (ORCID: https://orcid.org/0000-0002-8387-1973)
- Víctor Leví (ORCID: https://orcid.org/0000-0002-4155-4996)
- Vladimir Terzija (ORCID: https://orcid.org/0000-0002-6538-6982)
- Junbo Zhao (ORCID: https://orcid.org/0000-0002-8498-9666)
- Ankush Sharma (ORCID: https://orcid.org/0000-0003-2332-6313)
- Wen Zhang (ORCID: https://orcid.org/0000-0001-8018-5372)
- Saikat Chakrabarti (ORCID: https://orcid.org/0000-0003-2224-4308)
- Guanxiong Yin (ORCID: https://orcid.org/0000-0003-3103-6586)
- Dragan Ćetenović (ORCID: https://orcid.org/0000-0001-5087-4863)
- Yuzhang Lin (ORCID: https://orcid.org/0000-0002-1366-4637)
- Lamine Mili (ORCID: https://orcid.org/0000-0001-6134-3945)
- Tingting Zhang (ORCID: https://orcid.org/0000-0002-4584-9900)
- Yang Li (ORCID: https://orcid.org/0000-0002-6515-4567)
- Zhigang Li (ORCID: https://orcid.org/0000-0002-1235-7491)
Institutions
- University of Connecticut (US)
- North China Electric Power University (CN)
- Shandong University (CN)
- Hohai University (CN)
- Northeast Electric Power University (CN)
- University of Manchester (GB)
- Tsinghua–Berkeley Shenzhen Institute (CN)
- Chinese University of Hong Kong, Shenzhen (CN)
- Université Laval (CA)
- New York University (US)
- Universidad de Sevilla (ES)
- Newcastle University (GB)
- Virginia Tech (US)
- South China University of Technology (CN)
- Indian Institute of Technology Kanpur (IN)
- Tsinghua University (CN)
Publication Details
- Journal
- IEEE Transactions on Power Systems
- Published
- 2024-12-31
- DOI
- https://doi.org/10.1109/tpwrs.2024.3524323
- Citations
- 10
- Primary Topic
- Integrated Energy Systems Optimization
- Type
- article
- Field-Weighted Citation Impact
- 2.09
Funders
- Engineering and Physical Sciences Research Council