Recent progress on the study of distributed economic dispatch in smart grid: an overview

Guanghui WEN; Xinghuo YU; Zhiwei LIU

doi:10.1631/FITEE.2000205

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Recent progress on the study of distributed economic dispatch in smart grid: an overview

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

- Recent progress on the study of distributed economic dispatch in smart grid: an overview
- 智能电网中分布式经济调度研究进展：综述
- Frontiers of Information Technology & Electronic Engineering Vol. 22, Issue 1, Pages: 25-39(2021)
- Affiliations：
  
  School of Mathematics, Southeast University, Nanjing 211189, China
  School of Engineering, RMIT University, Melbourne VIC 3000, Australia
  School of Artificial Intelligence and Automation, Huazhong University of Science and Technology, Wuhan 430074, China
- Author bio：
  
  Guanghui WEN, E-mail: wenguanghui@gmail.com
  [ "Xinghuo YU, x.yu@rmit.edu.au" ]
  [ "Zhiwei LIU, zwliu@hust.edu.cn" ]
- Funds：
- DOI：10.1631/FITEE.2000205
  CLC： TP13
- Received：30 April 2020，
  
  Revised：2020-;8-19，
  
  Published：2021-01
- Accepted：
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Guanghui WEN, Xinghuo YU, Zhiwei LIU. Recent progress on the study of distributed economic dispatch in smart grid: an overview[J]. Frontiers of Information Technology & Electronic Engineering, 2021, 22(1): 25-39.
DOI：

Guanghui WEN, Xinghuo YU, Zhiwei LIU. Recent progress on the study of distributed economic dispatch in smart grid: an overview[J]. Frontiers of Information Technology & Electronic Engineering, 2021, 22(1): 25-39. DOI： 10.1631/FITEE.2000205.

摘要

设计一种高效的分布式经济调度策略对具有多台发电机的智能电网具有重要意义，将使得新一代电力系统获取多种益处，如易于实施、低维护成本、高能源效率、对各种不确定性的强鲁棒性。因此，该领域吸引了来自电力工程、控制理论、应用数学等不同学科的广泛研究兴趣。本文综述智能电网分布式经济调度的理论研究最新进展，重点关注2015年以来发表的文献。系统回顾该主题的最新研究结果，并将其分为分布式离散时间和分布式连续时间经济调度算法两类。在回顾相关文献的基础上，简要介绍未来研究方向，包括智能电网的分布式安全经济调度、具有实际约束的分布式快速经济调度、高效无初值分布式经济调度、具有智能储能电池和灵活负载的分布式经济调度以及结合人工智能技术的分布式经济调度。

Abstract

Designing an efficient distributed economic dispatch (DED) strategy for the smart grid (SG) in the presence of multiple generators plays a paramount role in obtaining various benefits of a new generation power system

such as easy implementation

low maintenance cost

high energy efficiency

and strong robustness against uncertainties. It has drawn a lot of interest from a wide variety of scientific disciplines

including power engineering

control theory

and applied mathematics. We present a state-of-the-art review of some theoretical advances toward DED in the SG

with a focus on the literature published since 2015. We systematically review the recent results on this topic and subsequently categorize them into distributed discrete- and continuous-time economic dispatches of the SG in the presence of multiple generators. After reviewing the literature

we briefly present some future research directions in DED for the SG

including the distributed security economic dispatch of the SG

distributed fast economic dispatch in the SG with practical constraints

efficient initialization-free DED in the SG

DED in the SG in the presence of smart energy storage batteries and flexible loads

and DED in the SG with artificial intelligence technologies.

关键词

Keywords

references

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