Resilient distributed economic dispatch of a cyber-power system under DoS attack

Feisheng YANG; Xuhui LIANG; Xiaohong GUAN

doi:10.1631/FITEE.2000201

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Resilient distributed economic dispatch of a cyber-power system under DoS attack

Special Issue on Distributed Filtering and Control of Complex Networks and Systems | Updated：2022-05-19

- Resilient distributed economic dispatch of a cyber-power system under DoS attack
- DoS攻击下信息物理电网系统的弹性分布式经济调度
- Frontiers of Information Technology & Electronic Engineering Vol. 22, Issue 1, Pages: 40-50(2021)
- Affiliations：
  
  MOE Key Laboratory of Intelligent Network and Network Security, Xi'an Jiaotong University, Xi'an 710049, China
  School of Automation, Northwestern Polytechnical University, Xi'an 710129, China
- Author bio：
  
  Feisheng YANG, E-mail: yangfeisheng@nwpu.edu.cn
  [ "Xuhui LIANG, liangxuhui@mail.nwpu.edu.cn" ]
  [ "Xiaohong GUAN, xhguan@sei.xjtu.edu.cn" ]
- Funds：
- DOI：10.1631/FITEE.2000201
  CLC： TP273
- Received：30 April 2020，
  
  Revised：2020-11-23，
  
  Published：2021-01
- Accepted：
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Feisheng YANG, Xuhui LIANG, Xiaohong GUAN. Resilient distributed economic dispatch of a cyber-power system under DoS attack[J]. Frontiers of Information Technology & Electronic Engineering, 2021, 22(1): 40-50.
DOI：

Feisheng YANG, Xuhui LIANG, Xiaohong GUAN. Resilient distributed economic dispatch of a cyber-power system under DoS attack[J]. Frontiers of Information Technology & Electronic Engineering, 2021, 22(1): 40-50. DOI： 10.1631/FITEE.2000201.

摘要

本文研究焦点是恶意拒绝服务（DoS）攻击下智能电网经济调度问题。以发电实际情况为出发点，建立考虑环境污染代价的新型分布式优化模型。为节省有限的带宽资源，提出一种新的分布式事件触发方案，以在通信网络遭受恶意DoS攻击时保持信息物理电网系统的弹性和经济性。然后，根据梯度下降算法设计一种多智能体一致性协议解决最小化问题，并从最优性和稳定性角度分析系统发电成本最小化的前提。最后，通过单区域10发电机组模拟实验验证了理论结果。

Abstract

The economic dispatch problem of a smart grid under vicious denial of service (DoS) is the main focus of this paper. Taking the actual situation of power generation as a starting point

a new distributed optimization model is established which takes the environmental pollution penalty into account. For saving the limited bandwidth

a novel distributed event-triggered scheme is proposed to keep the resilience and economy of a class of cyber-power systems when the communication network is subject to malicious DoS attack. Then an improved multi-agent consensus protocol based on the gradient descent idea is designed to solve the minimization problem

and the prerequisites to minimize the system power generation cost are analyzed from the aspects of optimality and stability. Finally

the theoretical results are verified through a single-area 10-generator unit simulation.

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Keywords

references

WT Elsayed , , , EF El-Saadany . . A fully decentralized approach for solving the economic dispatch problem . . IEEE Trans Power Syst , , 2015 . . 30 ( ( 4 ): ): 2179 - - 2189 . . DOI: 10.1109/TPWRS.2014.2360369 http://doi.org/10.1109/TPWRS.2014.2360369 . .

JY Fan , , , L Zhang . . Real-time economic dispatch with line flow and emission constraints using quadratic programming . . IEEE Trans Power Syst , , 1998 . . 13 ( ( 2 ): ): 320 - - 325 . . DOI: 10.1109/59.667345 http://doi.org/10.1109/59.667345 . .

B Gharesifard , , , J Cortés . . Distributed continuous-time convex optimization on weight-balanced digraphs . . IEEE Trans Autom Contr , , 2014 . . 59 ( ( 3 ): ): 781 - - 786 . . DOI: 10.1109/TAC.2013.2278132 http://doi.org/10.1109/TAC.2013.2278132 . .

FH Guo , , , CY Wen , , , JF Mao , , , 等 . . Distributed economic dispatch for smart grids with random wind power . . IEEE Trans Smart Grid , , 2016 . . 7 ( ( 3 ): ): 1572 - - 1583 . . DOI: 10.1109/TSG.2015.2434831 http://doi.org/10.1109/TSG.2015.2434831 . .

FH Guo , , , GQ Li , , , CY Wen , , , 等 . . An accelerated distributed gradient-based algorithm for constrained optimization with application to economic dispatch in a large-scale power system . . IEEE Trans Syst Man Cybern Syst, in press , , 2019 . . DOI: 10.1109/TSMC.2019.2936829 http://doi.org/10.1109/TSMC.2019.2936829 . .

T Guo , , , MI Henwood , , , M van Ooijen . . An algorithm for combined heat and power economic dispatch . . IEEE Trans Power Syst , , 1996 . . 11 ( ( 4 ): ): 1778 - - 1784 . . DOI: 10.1109/59.544642 http://doi.org/10.1109/59.544642 DOI: 10.1109/59.544642 http://doi.org/10.1109/59.544642 . .

BN Huang , , , LN Liu , , , HG Zhang , , , 等 . . Distributed optimal economic dispatch for microgrids considering communication delays . . IEEE Trans Syst Man Cybern Syst , , 2019 . . 49 ( ( 8 ): ): 1634 - - 1642 . . DOI: 10.1109/TSMC.2019.2900722 http://doi.org/10.1109/TSMC.2019.2900722 . .

SS Kia , , , J Cortés , , , S Martínez . . Distributed convex optimization via continuous-time coordination algorithms with discrete-time communication . . Automatica , , 2015 . . 55 254 - - 264 . . DOI: 10.1016/j.automatica.2015.03.001 http://doi.org/10.1016/j.automatica.2015.03.001 . .

CJ Li , , , XH Yu , , , WW Yu , , , 等 . . Distributed event-triggered scheme for economic dispatch in smart grids . . IEEE Trans Ind Inform , , 2016 . . 12 ( ( 5 ): ): 1775 - - 1785 . . DOI: 10.1109/TII.2015.2479558 http://doi.org/10.1109/TII.2015.2479558 . .

CE Lin , , , ST Chen , , , CL Huang . . A direct Newton-Raphson economic dispatch . . IEEE Trans Power Syst , , 1992 . . 7 ( ( 3 ): ): 1149 - - 1154 . . DOI: 10.1109/59.207328 http://doi.org/10.1109/59.207328 . .

R Olfati-Saber , , , RM Murray . . Consensus problems in networks of agents with switching topology and time-delays . . IEEE Trans Autom Contr , , 2004 . . 49 ( ( 9 ): ): 1520 - - 1533 . . DOI: 10.1109/TAC.2004.834113 http://doi.org/10.1109/TAC.2004.834113 . .

JH Qin , , , YN Wan , , , XH Yu , , , 等 . . Consensus-based distributed coordination between economic dispatch and demand response . . IEEE Trans Smart Grid , , 2019 . . 10 ( ( 4 ): ): 3709 - - 3719 . . DOI: 10.1109/TSG.2018.2834368 http://doi.org/10.1109/TSG.2018.2834368 . .

JH Qin , , , YN Wan , , , XH Yu , , , 等 . . A Newton method-based distributed algorithm for multi-area economic dispatch . . IEEE Trans Power Syst , , 2020 . . 35 ( ( 2 ): ): 986 - - 996 . . DOI: 10.1109/TPWRS.2019.2943344 http://doi.org/10.1109/TPWRS.2019.2943344 . .

H Shuai , , , JK Fang , , , XM Ai , , , 等 . . Stochastic optimization of economic dispatch for microgrid based on approximate dynamic programming . . IEEE Trans Smart Grid , , 2019 . . 10 ( ( 3 ): ): 2440 - - 2452 . . DOI: 10.1109/TSG.2018.2798039 http://doi.org/10.1109/TSG.2018.2798039 . .

CH Tan , , , J Xu , , , YS Tan , , , 等 . . Lagrangian relaxation with incremental proximal method for economic dispatch with large numbers of wind power scenarios . . IEEE Trans Power Syst , , 2019 . . 34 ( ( 4 ): ): 2685 - - 2695 . . DOI: 10.1109/TPWRS.2019.2891227 http://doi.org/10.1109/TPWRS.2019.2891227 . .

AP Wang , , , BX Mu , , , Y Shi . . Event-triggered consensus control for multiagent systems with time-varying communication and event-detecting delays . . IEEE Trans Contr Syst Technol , , 2019 . . 27 ( ( 2 ): ): 507 - - 515 . . DOI: 10.1109/TCST.2017.2773537 http://doi.org/10.1109/TCST.2017.2773537 . .

R Wang , , , QQ Li , , , GG Li , , , 等 . . A gossip-based distributed algorithm for economic dispatch in smart grids with random communication link failures . . IEEE Trans Ind Electron , , 2020 . . 67 ( ( 6 ): ): 4635 - - 4645 . . DOI: 10.1109/TIE.2019.2924877 http://doi.org/10.1109/TIE.2019.2924877 . .

L Wu . . A transformation-based multi-area dynamic economic dispatch approach for preserving information privacy of individual areas . . IEEE Trans Smart Grid , , 2019 . . 10 ( ( 1 ): ): 722 - - 731 . . DOI: 10.1109/TSG.2017.2751479 http://doi.org/10.1109/TSG.2017.2751479 . .

H Xing , , , YT Mou , , , MY Fu , , , 等 . . Distributed bisection method for economic power dispatch in smart grid . . IEEE Trans Power Syst , , 2015 . . 30 ( ( 6 ): ): 3024 - - 3035 . . DOI: 10.1109/TPWRS.2014.2376935 http://doi.org/10.1109/TPWRS.2014.2376935 . .

HC Yan , , , CY Hu , , , H Zhang , , , 等 . . H ∞ output tracking control for networked systems with adaptively adjusted event-triggered scheme . . IEEE Trans Syst Man Cybern Syst , , 2019 . . 49 ( ( 10 ): ): 2050 - - 2058 . . DOI: 10.1109/TSMC.2017.2788187 http://doi.org/10.1109/TSMC.2017.2788187 . .

HC Yan , , , JN Wang , , , H Zhang , , , 等 . . Event-based security control for stochastic networked systems subject to attacks . . IEEE Trans Syst Man Cybern Syst , , 2020 . . 50 ( ( 11 ): ): 4643 - - 4654 . . DOI: 10.1109/TSMC.2018.2856819 http://doi.org/10.1109/TSMC.2018.2856819 . .

ZJ Zhang , , , D Yue , , , CX Dou , , , 等 . . A robust consensus-based economic dispatch strategy under DoS attack . . IEEE Int Conf on Industrial Cyber Physical Systems , , 2019 . . p.127 - - 132 . . DOI: 10.1109/ICPHYS.2019.8780286 http://doi.org/10.1109/ICPHYS.2019.8780286 . .

CC Zhao , , , JP He , , , P Cheng , , , 等 . . Analysis of consensus-based distributed economic dispatch under stealthy attacks . . IEEE Trans Ind Electron , , 2017 . . 64 ( ( 6 ): ): 5107 - - 5117 . . DOI: 10.1109/TIE.2016.2638400 http://doi.org/10.1109/TIE.2016.2638400 . .

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