Multi-timescale hierarchical scheduling of an integrated energy system considering system inertia

惯性 调度(生产过程) 可再生能源 能源系统 系统动力学 计算机科学 工程类 控制工程 物理 运营管理 电气工程 人工智能 经典力学
作者
Yulin Qin,Pei Liu,Zheng Li
出处
期刊:Renewable & Sustainable Energy Reviews [Elsevier BV]
卷期号:169: 112911-112911 被引量:16
标识
DOI:10.1016/j.rser.2022.112911
摘要

The multi-energy complementary property enables an integrated energy system with great potential to consume more renewable energy efficiently. However, due to the system complexity, its coordinated scheduling remains a challenge. Inertia of key inertial components must be carefully described to avoid overestimating or underestimating system flexibility, and coordinated system scheduling should be executed on multiple timescales. This paper aims to achieve coordinated scheduling of an integrated energy system, and improve its flexibility description accuracy by considering the inertia of the heat network, the combined heat and power (CHP) unit, and other key inertial components in the proposed multi-timescale scheduling method. Specifically, heat network inertia is considered to explore its heat storage ability and enlarge the operation range of an integrated energy system. To avoid overestimating CHP unit flexibility, the CHP unit ramp process is described to identify gaps between power supply and demand caused by CHP unit inertia. Besides, different temporal resolutions for inertia description are selected to match component features, whilst multiple scheduling periods are chosen to fit component regulation rates. Optimization results show that, by utilizing heat network inertia for heat storage, the daily cost and renewable energy curtailment can be reduced by 3 and 20%. Neglecting CHP unit inertia would underestimate the power output of flexible units, and the daily cost would be underestimated by 0.9%. Additionally, the proposed method can coordinate the system to handle the fluctuation and randomness of renewable energy, reducing the daily cost by 4%. • A multi-timescale hierarchical scheduling method for an integrated energy system is proposed. • Both heat network inertia and CHP unit inertia are considered in system scheduling. • The heat network inertia reduces the daily cost and renewable energy curtailment. • Neglecting CHP unit inertia leads to an underestimate of the power output of flexible units.
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