State Estimation for Integrated Energy Systems: Motivations, Advances, and Future Work

Junbo Zhao; Ankur Srivastava; Ye Guo; Dragan Cetenovic; Yuzhang Lin; Victor Levi; Guanxiong Yin; Manyun Huang; Tingting Zhang; Zhigang Li; Yanbo Chen; Antonio G. Exposito; Wen Zhang; Weiye Zheng; Saikat Chakrabarti; Yang Li; Ankush Sharma; Innocent Kamwa; Qinglai Guo; Vladimir Terzija; Lamine Mili

doi:10.1109/TPWRS.2024.3524323

State Estimation for Integrated Energy Systems: Motivations, Advances, and Future Work

Junbo Zhao, Ankur Srivastava, Ye Guo, Dragan Cetenovic, Yuzhang Lin, Victor Levi, Guanxiong Yin, Manyun Huang, Tingting Zhang, Zhigang Li, Yanbo Chen, Antonio G. Exposito, Wen Zhang, Weiye Zheng, Saikat Chakrabarti, Yang Li, Ankush Sharma, Innocent Kamwa, Qinglai Guo, Vladimir TerzijaLamine Mili

Electrical and Computer Engineering

Research output: Contribution to journal › Article › peer-review

Abstract

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.

Original language	English (US)
Journal	IEEE Transactions on Power Systems
DOIs	https://doi.org/10.1109/TPWRS.2024.3524323
State	Accepted/In press - 2024

Keywords

Control centers
dynamic state estimation
energy internet
energy management systems
integrated energy systems
state estimation

ASJC Scopus subject areas

Energy Engineering and Power Technology
Electrical and Electronic Engineering

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10.1109/TPWRS.2024.3524323

Cite this

Zhao, J., Srivastava, A., Guo, Y., Cetenovic, D., Lin, Y., Levi, V., Yin, G., Huang, M., Zhang, T., Li, Z., Chen, Y., Exposito, A. G., Zhang, W., Zheng, W., Chakrabarti, S., Li, Y., Sharma, A., Kamwa, I., Guo, Q., ... Mili, L. (Accepted/In press). State Estimation for Integrated Energy Systems: Motivations, Advances, and Future Work. IEEE Transactions on Power Systems. https://doi.org/10.1109/TPWRS.2024.3524323

Zhao, J, Srivastava, A, Guo, Y, Cetenovic, D, Lin, Y, Levi, V, Yin, G, Huang, M, Zhang, T, Li, Z, Chen, Y, Exposito, AG, Zhang, W, Zheng, W, Chakrabarti, S, Li, Y, Sharma, A, Kamwa, I, Guo, Q, Terzija, V & Mili, L 2024, 'State Estimation for Integrated Energy Systems: Motivations, Advances, and Future Work', IEEE Transactions on Power Systems. https://doi.org/10.1109/TPWRS.2024.3524323

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title = "State Estimation for Integrated Energy Systems: Motivations, Advances, and Future Work",

abstract = "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.",

keywords = "Control centers, dynamic state estimation, energy internet, energy management systems, integrated energy systems, state estimation",

author = "Junbo Zhao and Ankur Srivastava and Ye Guo and Dragan Cetenovic and Yuzhang Lin and Victor Levi and Guanxiong Yin and Manyun Huang and Tingting Zhang and Zhigang Li and Yanbo Chen and Exposito, {Antonio G.} and Wen Zhang and Weiye Zheng and Saikat Chakrabarti and Yang Li and Ankush Sharma and Innocent Kamwa and Qinglai Guo and Vladimir Terzija and Lamine Mili",

note = "Publisher Copyright: {\textcopyright} 1969-2012 IEEE.",

year = "2024",

doi = "10.1109/TPWRS.2024.3524323",

language = "English (US)",

journal = "IEEE Transactions on Power Systems",

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T2 - Motivations, Advances, and Future Work

AU - Zhao, Junbo

AU - Srivastava, Ankur

AU - Guo, Ye

AU - Cetenovic, Dragan

AU - Lin, Yuzhang

AU - Levi, Victor

AU - Yin, Guanxiong

AU - Huang, Manyun

AU - Zhang, Tingting

AU - Li, Zhigang

AU - Chen, Yanbo

AU - Exposito, Antonio G.

AU - Zhang, Wen

AU - Zheng, Weiye

AU - Chakrabarti, Saikat

AU - Li, Yang

AU - Sharma, Ankush

AU - Kamwa, Innocent

AU - Guo, Qinglai

AU - Terzija, Vladimir

AU - Mili, Lamine

PY - 2024

Y1 - 2024

N2 - 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.

AB - 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.

KW - Control centers

KW - dynamic state estimation

KW - energy internet

KW - energy management systems

KW - integrated energy systems

KW - state estimation

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SN - 0885-8950

JO - IEEE Transactions on Power Systems

JF - IEEE Transactions on Power Systems

ER -

State Estimation for Integrated Energy Systems: Motivations, Advances, and Future Work

Abstract

Keywords

ASJC Scopus subject areas

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