Scheduling and Control of Flexible Building Loads for Grid Services based on a Virtual Battery Model

被引:8
|
作者
Wu, Di [1 ]
Wang, Peng [1 ]
Ma, Xu [1 ]
Kalsi, Karanjit [1 ]
机构
[1] Pacific Northwest Natl Lab, Richland, WA 99352 USA
来源
IFAC PAPERSONLINE | 2020年 / 53卷 / 02期
关键词
Aggregate flexibility; frequency regulation; optimal scheduling; thermostatically controlled load; virtual battery; AGGREGATE FLEXIBILITY; ENERGY-STORAGE; POWER; APPLIANCES; SYSTEMS;
D O I
10.1016/j.ifacol.2020.12.167
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The paper presents a framework for modeling, scheduling, and controlling residential thermostatically controlled loads (TCLs) to provide multiple grid services, such as energy shifting, peak load reduction, and ancillary services. A modeling method is proposed to characterize aggregate flexibility from heterogeneous TCLs using a virtual battery model. Based on the flexibility model, a multi-period optimal scheduling formulation is developed to best utilize the flexibility from building loads and maximize total benefits from stacked value streams. An algorithm is proposed to control individual devices to follow the desired power consumption in real-time. The proposed methods are illustrated and validated through simulations. Copyright (C) 2020 The Authors.
引用
收藏
页码:13333 / 13338
页数:6
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