TY - JOUR
T1 - Scheduling and control of flexible building loads for grid services based on a virtual battery model
AU - Wu, Di
AU - Wang, Peng
AU - Ma, Xu
AU - Kalsi, Karanjit
N1 - Publisher Copyright:
Copyright © 2020 The Authors. This is an open access article under the CC BY-NC-ND license
PY - 2020
Y1 - 2020
N2 - This 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.
AB - This 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.
KW - Aggregate flexibility
KW - Frequency regulation
KW - Optimal scheduling
KW - Thermostatically controlled load
KW - Virtual battery
UR - https://www.scopus.com/pages/publications/85105031380
U2 - 10.1016/j.ifacol.2020.12.167
DO - 10.1016/j.ifacol.2020.12.167
M3 - 会议文章
AN - SCOPUS:85105031380
SN - 2405-8971
VL - 53
SP - 13333
EP - 13338
JO - IFAC-PapersOnLine
JF - IFAC-PapersOnLine
IS - 2
T2 - 21st IFAC World Congress 2020
Y2 - 12 July 2020 through 17 July 2020
ER -