Distribution System Behind-the-Meter DERs: Estimation, Uncertainty Quantification, and Control

Ankur Srivastava; Junbo Zhao; Hao Zhu; Fei Ding; Shunbo Lei; Ioannis Zografopoulos; Rabab Haider; Soroush Vahedi; Wenyu Wang; Gustavo Valverde; Antonio Gomez-Exposito; Anamika Dubey; Charalambos Konstantinou; Nanpeng Yu; Sukumar Brahma; Yuri R. Rodrigues; Mohammed Ben-Idris; Bin Liu; Anuradha Annaswamy; Fankun Bu; Yishen Wang; Danny Espin-Sarzosa; Felipe Valencia; Jawana Gabrielski; Seyed Masoud Mohseni-Bonab; Javad Jazaeri; Zhaoyu Wang; Anurag Srivastava

doi:10.1109/TPWRS.2024.3404815

Distribution System Behind-the-Meter DERs: Estimation, Uncertainty Quantification, and Control

Ankur Srivastava, Junbo Zhao, Hao Zhu, Fei Ding, Shunbo Lei, Ioannis Zografopoulos, Rabab Haider, Soroush Vahedi, Wenyu Wang, Gustavo Valverde, Antonio Gomez-Exposito, Anamika Dubey, Charalambos Konstantinou, Nanpeng Yu, Sukumar Brahma, Yuri R. Rodrigues, Mohammed Ben-Idris, Bin Liu, Anuradha Annaswamy, Fankun BuYishen Wang, Danny Espin-Sarzosa, Felipe Valencia, Jawana Gabrielski, Seyed Masoud Mohseni-Bonab, Javad Jazaeri, Zhaoyu Wang, Anurag Srivastava

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

2 Scopus citations

Abstract

This paper summarizes the three-year technical activities of the IEEE Task Force (TF) on behind-the-meter (BTM) distributed energy resources (DERs): estimation, uncertainty quantification, and control. The potential grid services from BTM DERs are discussed in detail. The paper also reviews the state-of-the-art for BTM DERs visibility, uncertainty quantification, and, optimization and control. Furthermore, different aspects of the market structures associated with BTM DERs are covered, including emerging market and business models. Finally, needs and recommendations are provided for additional areas such as system protection, computing capabilities, algorithm development, market structure design, cyberinfrastructure and security, and hardware and software developments.

Original language	English (US)
Pages (from-to)	1-16
Number of pages	16
Journal	IEEE Transactions on Power Systems
Volume	40
Issue number	1
DOIs	https://doi.org/10.1109/TPWRS.2024.3404815
State	Accepted/In press - 2024

Bibliographical note

Publisher Copyright:
IEEE

Keywords

and visibility
Behind-the-meter
cybersecurity
distributed energy resources
Distributed power generation
flexibility
frequency regulation
market design
Monitoring
Power system reliability
Resilience
system resilience
Task analysis
Uncertainty
uncertainty quantification
Voltage control

ASJC Scopus subject areas

Energy Engineering and Power Technology
Electrical and Electronic Engineering

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10.1109/TPWRS.2024.3404815

Cite this

Srivastava, A., Zhao, J., Zhu, H., Ding, F., Lei, S., Zografopoulos, I., Haider, R., Vahedi, S., Wang, W., Valverde, G., Gomez-Exposito, A., Dubey, A., Konstantinou, C., Yu, N., Brahma, S., Rodrigues, Y. R., Ben-Idris, M., Liu, B., Annaswamy, A., ... Srivastava, A. (Accepted/In press). Distribution System Behind-the-Meter DERs: Estimation, Uncertainty Quantification, and Control. IEEE Transactions on Power Systems, 40(1), 1-16. https://doi.org/10.1109/TPWRS.2024.3404815

@article{5280aa233683482881b2be450313e42e,

title = "Distribution System Behind-the-Meter DERs: Estimation, Uncertainty Quantification, and Control",

abstract = "This paper summarizes the three-year technical activities of the IEEE Task Force (TF) on behind-the-meter (BTM) distributed energy resources (DERs): estimation, uncertainty quantification, and control. The potential grid services from BTM DERs are discussed in detail. The paper also reviews the state-of-the-art for BTM DERs visibility, uncertainty quantification, and, optimization and control. Furthermore, different aspects of the market structures associated with BTM DERs are covered, including emerging market and business models. Finally, needs and recommendations are provided for additional areas such as system protection, computing capabilities, algorithm development, market structure design, cyberinfrastructure and security, and hardware and software developments.",

keywords = "and visibility, Behind-the-meter, cybersecurity, distributed energy resources, Distributed power generation, flexibility, frequency regulation, market design, Monitoring, Power system reliability, Resilience, system resilience, Task analysis, Uncertainty, uncertainty quantification, Voltage control",

author = "Ankur Srivastava and Junbo Zhao and Hao Zhu and Fei Ding and Shunbo Lei and Ioannis Zografopoulos and Rabab Haider and Soroush Vahedi and Wenyu Wang and Gustavo Valverde and Antonio Gomez-Exposito and Anamika Dubey and Charalambos Konstantinou and Nanpeng Yu and Sukumar Brahma and Rodrigues, {Yuri R.} and Mohammed Ben-Idris and Bin Liu and Anuradha Annaswamy and Fankun Bu and Yishen Wang and Danny Espin-Sarzosa and Felipe Valencia and Jawana Gabrielski and Mohseni-Bonab, {Seyed Masoud} and Javad Jazaeri and Zhaoyu Wang and Anurag Srivastava",

note = "Publisher Copyright: IEEE",

year = "2024",

doi = "10.1109/TPWRS.2024.3404815",

language = "English (US)",

volume = "40",

pages = "1--16",

journal = "IEEE Transactions on Power Systems",

issn = "0885-8950",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

number = "1",

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Srivastava, A, Zhao, J, Zhu, H, Ding, F, Lei, S, Zografopoulos, I, Haider, R, Vahedi, S, Wang, W, Valverde, G, Gomez-Exposito, A, Dubey, A, Konstantinou, C, Yu, N, Brahma, S, Rodrigues, YR, Ben-Idris, M, Liu, B, Annaswamy, A, Bu, F, Wang, Y, Espin-Sarzosa, D, Valencia, F, Gabrielski, J, Mohseni-Bonab, SM, Jazaeri, J, Wang, Z & Srivastava, A 2024, 'Distribution System Behind-the-Meter DERs: Estimation, Uncertainty Quantification, and Control', IEEE Transactions on Power Systems, vol. 40, no. 1, pp. 1-16. https://doi.org/10.1109/TPWRS.2024.3404815

TY - JOUR

T1 - Distribution System Behind-the-Meter DERs

T2 - Estimation, Uncertainty Quantification, and Control

AU - Srivastava, Ankur

AU - Zhao, Junbo

AU - Zhu, Hao

AU - Ding, Fei

AU - Lei, Shunbo

AU - Zografopoulos, Ioannis

AU - Haider, Rabab

AU - Vahedi, Soroush

AU - Wang, Wenyu

AU - Valverde, Gustavo

AU - Gomez-Exposito, Antonio

AU - Dubey, Anamika

AU - Konstantinou, Charalambos

AU - Yu, Nanpeng

AU - Brahma, Sukumar

AU - Rodrigues, Yuri R.

AU - Ben-Idris, Mohammed

AU - Liu, Bin

AU - Annaswamy, Anuradha

AU - Bu, Fankun

AU - Wang, Yishen

AU - Espin-Sarzosa, Danny

AU - Valencia, Felipe

AU - Gabrielski, Jawana

AU - Mohseni-Bonab, Seyed Masoud

AU - Jazaeri, Javad

AU - Wang, Zhaoyu

AU - Srivastava, Anurag

N1 - Publisher Copyright: IEEE

PY - 2024

Y1 - 2024

N2 - This paper summarizes the three-year technical activities of the IEEE Task Force (TF) on behind-the-meter (BTM) distributed energy resources (DERs): estimation, uncertainty quantification, and control. The potential grid services from BTM DERs are discussed in detail. The paper also reviews the state-of-the-art for BTM DERs visibility, uncertainty quantification, and, optimization and control. Furthermore, different aspects of the market structures associated with BTM DERs are covered, including emerging market and business models. Finally, needs and recommendations are provided for additional areas such as system protection, computing capabilities, algorithm development, market structure design, cyberinfrastructure and security, and hardware and software developments.

AB - This paper summarizes the three-year technical activities of the IEEE Task Force (TF) on behind-the-meter (BTM) distributed energy resources (DERs): estimation, uncertainty quantification, and control. The potential grid services from BTM DERs are discussed in detail. The paper also reviews the state-of-the-art for BTM DERs visibility, uncertainty quantification, and, optimization and control. Furthermore, different aspects of the market structures associated with BTM DERs are covered, including emerging market and business models. Finally, needs and recommendations are provided for additional areas such as system protection, computing capabilities, algorithm development, market structure design, cyberinfrastructure and security, and hardware and software developments.

KW - and visibility

KW - Behind-the-meter

KW - cybersecurity

KW - distributed energy resources

KW - Distributed power generation

KW - flexibility

KW - frequency regulation

KW - market design

KW - Monitoring

KW - Power system reliability

KW - Resilience

KW - system resilience

KW - Task analysis

KW - Uncertainty

KW - uncertainty quantification

KW - Voltage control

UR - http://www.scopus.com/inward/record.url?scp=85194862670&partnerID=8YFLogxK

U2 - 10.1109/TPWRS.2024.3404815

DO - 10.1109/TPWRS.2024.3404815

M3 - Article

AN - SCOPUS:85194862670

SN - 0885-8950

VL - 40

SP - 1

EP - 16

JO - IEEE Transactions on Power Systems

JF - IEEE Transactions on Power Systems

IS - 1

ER -

Distribution System Behind-the-Meter DERs: Estimation, Uncertainty Quantification, and Control

Abstract

Bibliographical note

Keywords

ASJC Scopus subject areas

Access to Document

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