DOI:10.35833/MPCE.2021.000108 |
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Hybrid Control Strategy for Air-conditioning Loads Participating in Peak Load Reduction Through Wide-range Transport Model |
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Page view: 0
Net amount: 362 |
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Author:
Yunfeng Ma1, Zengqiang Mi1, Ruifeng Zhang2, Huowen Peng3, Yulong Jia4
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Author Affiliation:
1. School of Electrical & Electronic Engineering, North China Electric Power University, Beijing, China 2. Department of Electrical Engineering, North China Electric Power University, Baoding, China 3. University of Edinburgh, Old College, South Bridge, Edinburgh, EH8 9YL, UK 4. Planning & Design Institute at State Grid Integrated Energy Services Group Co., Ltd., Beijing 100032, China
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Foundation: |
This work was supported by National Key R&D Program of China (No. 2018YFE0122200) and the Fundamental Research Funds for the Central Universities (No. 2020MS095). |
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Abstract: |
This paper proposes a hybrid control strategy of air-conditioning loads (ACLs) for participating in peak load reduction. The hybrid control strategy combines the temperature setpoint adjustment (TSA) control and on/off control together to make full use of response potentials of ACLs. The primary free transport model of ACLs has been established in literature at or near a fixed temperature setpoint. In this paper, a wide-range transport (WRT) model suitable for larger value of TSA is proposed. The WRT model can be constructed easily through the parameter of devices and indoor and outdoor temperature. To modulate the aggregate response characteristics of ACLs more friendly to the power grid, the safe protocol (SP) is adopted and integrated into the WRT model, which achieves a good unification of oscillation suppression and efficient modeling. Moreover, the hybrid control strategy is implemented based on the WRT model, and the model predictive control (MPC) controller is designed considering the tracking error and control switch cost. At last, the superiority of the hybrid control strategy is verified and the performance of ACLs for peak load reduction under this controller is simulated. The simulation results show that the hybrid control strategy could exploit the load reduction potential of ACLs fully than the TSA mode and track the reference signal more accurately. |
Keywords: |
Peak load reduction ; air conditioning load ; aggregate modeling ; response characteristics ; state space model ; model predictive control |
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Received:February 13, 2021
Online Time:2022/11/21 |
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