Imperial College London
Portrait Picture

Professor Yujian Ye

Faculty of Engineering, Department of Electrical and Electronic Engineering

Honorary Lecturer
 
 
 
//

Contact

 

yujian.ye11

 
 
//

Location

 

1105Electrical EngineeringSouth Kensington Campus

//

Summary

 

Publications

Citation

BibTex format

@article{Li:2021:10.1109/TPWRS.2020.3041193,
author = {Li, J and Ye, Y and Papadaskalopoulos, D and Strbac, G},
doi = {10.1109/TPWRS.2020.3041193},
journal = {IEEE Transactions on Power Systems},
pages = {3053--3069},
title = {Distributed consensus-based coordination of flexible demand and energy storage resources},
url = {http://dx.doi.org/10.1109/TPWRS.2020.3041193},
volume = {36},
year = {2021}
}
Download

RIS format (EndNote, RefMan)

TY  - JOUR
AB  - Distributed, consensus-based algorithms have emerged as a promising approach for the coordination of distributed energy resources (DER) due to their communication, computation, privacy and reliability advantages over centralized approaches. However, state-of-the-art consensus-based algorithms address the DER coordination problem in independent time periods and therefore are inherently unable to capture the time-coupling operating characteristics of flexible demand (FD) and energy storage (ES) resources. This paper demonstrates that state-of-the-art algorithms fail to converge when these time-coupling characteristics are considered. In order to address this fundamental limitation, a novel consensus-based algorithm is proposed which includes additional consensus variables. These variables express relative maximum power limits imposed on the FD and ES resources which effectively mitigate the concentration of the FD and ES responses at the same time periods and steer the consensual outcome to a feasible and optimal solution. The convergence and optimality of the proposed algorithm are theoretically proven while case studies numerically demonstrate its convergence, optimality, robustness to initialization and information loss, and plug-and-play adaptability.
AU  - Li,J
AU  - Ye,Y
AU  - Papadaskalopoulos,D
AU  - Strbac,G
DO  - 10.1109/TPWRS.2020.3041193
EP  - 3069
PY  - 2021///
SN  - 0885-8950
SP  - 3053
TI  - Distributed consensus-based coordination of flexible demand and energy storage resources
T2  - IEEE Transactions on Power Systems
UR  - http://dx.doi.org/10.1109/TPWRS.2020.3041193
UR  - http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000664032400025&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=1ba7043ffcc86c417c072aa74d649202
UR  - https://ieeexplore.ieee.org/document/9272875
UR  - http://hdl.handle.net/10044/1/90769
VL  - 36
ER  -
Download