Depiction and Aggregation for Flexible Regulation Capability of Multi-energy System Considering Nonconvex Operation Characteristics

被引：0

作者：

Bao S. ^{[1
]}

Lei X. ^{[1
]}

Abulizi J. ^{[2
]}

Yang Z. ^{[1
]}

Yuan S. ^{[2
]}

Hu J. ^{[2
]}

机构：

[1] State Key Laboratory of Power Transmission Equipment & System Security and New Technology, Chongqing University, Chongqing

[2] State Grid Urumqi Electric Power Supply Company, Urumqi

来源：

Dianli Xitong Zidonghua/Automation of Electric Power Systems | 2023年 / 47卷 / 15期

关键词：

flexible regulation capability; generalized polynomial zonotope; iterated approximation search; Minkowski sum; multi-energy system;

D O I：

10.7500/AEPS20220829005

中图分类号：

学科分类号：

摘要：

The boundaries of dispatchable resources are expanded when the multi-energy system participates in power dispatch, which helps improve energy utilization efficiency. To deal with the difficulty in collaborative optimal calculation caused by the nonlinear characteristics of the multi-energy system model, and the difficulty in order issuing caused by the privacy protection and participation threshold, a depiction and aggregation method of replacement constraints for the flexible regulation capability is studied. First, aiming at the difficulty in feasibility assurance caused by the non-convex characteristics of a single energy subsystem, the inscribed convex approximation depiction method of the flexible regulation capability based on the boundary inward modification is proposed. Then, aiming at the difficulty in considering the juggling aggregation calculation accuracy and efficiency of flexibility regulation capability for multi-energy system clusters, the accurate and efficient aggregation method of flexible regulation capability based on generalized zonotopes is proposed. For the polynomial-zonotope-type generalized zonotopes, the transformation and inverse transformation strategy of flexible regulation capability is proposed. Finally, the simulation results show that the proposed method ensures the feasibility of alternative constraints and greatly improves the calculation accuracy on the premise of meeting the requirements of operation dispatch time window. © 2023 Automation of Electric Power Systems Press. All rights reserved.

引用

页码：55 / 66

页数：11

共 23 条

[11] TAN Z F，, ZHONG H W，, WANG J X，, Et al., Enforcing intra-regional constraints in tie-line scheduling：a projection-based framework［J］, IEEE Transactions on Power Systems, 34, 6, pp. 4751-4761, (2019)
[12] SANANDAJI B M，, POOLLA K，, Et al., A generalized battery model of a collection of thermostatically controlled loads for providing ancillary service［C］, 2013 51st Annual Allerton Conference on Communication，Control，and Computing（Allerton）, (2013)
[13] LI Zihao, Tie LI, WU Wenchuan, Et al., Minkowski sum based flexibility aggregating method of load dispatching for heat pumps ［J］, Automation of Electric Power Systems, 43, 5, pp. 14-21, (2019)
[14] Improved battery models of an aggregation of Thermostatically Controlled Loads for frequency regulation, 2014 American Control Conference, (2014)
[15] A geometric approach to aggregate flexibility modeling of thermostatically controlled loads［J］, IEEE Transactions on Power Systems, 32, 6, pp. 4721-4731, (2017)
[16] SCHNEIDER R., Convex bodies：the Brunn-Minkowski theory ［M］, (1993)
[17] MULLER F L，, SZABO J，, SUNDSTROM O，, Et al., Aggregation and disaggregation of energetic flexibility from distributed energy resources［J］, IEEE Transactions on Smart Grid, 10, 2, pp. 1205-1214, (2019)
[18] MULLER F L，, SUNDSTROM O，, SZABO J，, Et al., Aggregation of energetic flexibility using zonotopes［C］, 2015 54th IEEE Conference on Decision and Control, (2015)
[19] WEI Zhinong, ZHANG Side, SUN Guoqiang, Et al., Power-togas considered peak load shifting research for integrated electricity and natural-gas energy systems［J］, Proceedings of the CSEE, 37, 16, pp. 4601-4609, (2017)
[20] TAN H., A robust dispatch model for integrated electricity and heat networks considering price-based integrated demand response［J］, Energy, 239, (2022)

← 1 2 3 →