A Review on Scheduling Optimization of Source-Grid-Load-Storage Integrated System

DING Haifeng; SHANG Heng; TAO Ye; JIANG Haiwei; SHEN Xiaohu

doi:10.19805/j.cnki.jcspe.2026.250165

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A Review on Scheduling Optimization of Source-Grid-Load-Storage Integrated System

更新时间：2026-10-10

- A Review on Scheduling Optimization of Source-Grid-Load-Storage Integrated System
- Chinese Journal of Power Engineering Vol. 46, Issue 5, Pages: 50-63(2026)
- 作者机构：
- 作者简介：
- 基金信息：
- DOI：10.19805/j.cnki.jcspe.2026.250165
  CLC： TK01
- Published：2026
- 稿件说明：
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丁海峰, 尚恒, 陶晔, 蒋海威, 沈小虎. 源网荷储一体化系统调度优化研究综述[J]. 动力工程学报, 2026, 46(5): 50-63.
丁海峰, 尚恒, 陶晔, 蒋海威, 沈小虎. 源网荷储一体化系统调度优化研究综述[J]. 动力工程学报, 2026, 46(5): 50-63. DOI： 10.19805/j.cnki.jcspe.2026.250165.

DOI： 10.19805/j.cnki.jcspe.2026.250165

摘要

随着能源转型需求不断升级

源网荷储一体化系统作为高比例可再生能源消纳的关键载体

其多环节协同优化机制成为当前研究热点。现有研究表明

该系统在突破传统能源孤立运行模式的同时

仍面临新能源强波动性、储能经济性不足、多主体协同机制缺失等挑战。本文系统性解析了源网荷储一体化系统结构与多环节耦合机制

梳理调度优化研究架构及其关键核心技术

多方位深入挖掘可调度资源潜力

并针对技术瓶颈提出混合人工智能(AI)模型、市场机制创新与长时储能突破等未来方向

为构建高弹性、低碳化新型电力系统提供理论支撑与实践参考。

Abstract

With the continuous demand upgrading of energy transition

the source-grid-load-storage integrated system is a key carrier for accommodating high-penetration of renewable energy

and its multi-link collaborative optimization mechanism has become a research hotspot. Existing studies show that while breaking through the isolated operation mode of traditional energy systems

the system still faces challenges such as the strong volatility of new energy

insufficient economics of energy storage

and the lack of a multi-agent coordination mechanism. This paper systematically analyzed the structure and multi-link coupling mechanism of the source-grid-load-storage integrated system

sorted out the research framework and core technologies of scheduling optimization

and explored the potential of schedulable resources from multiple perspectives. In view of technical bottlenecks

future directions including hybrid artificial intelligence (AI) models

market mechanism innovation and long-duration energy storage breakthroughs were proposed

providing theoretical support and practical references for the construction of a highly resilient

low-carbon new-type power system.

关键词

Keywords

references

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