MPC-Based Coordinated Voltage Regulation for Distribution Networks With Distributed Generation and Energy Storage System
Author(s) -
Yifei Guo,
Qiuwei Wu,
Houlei Gao,
Xinyu Chen,
Jacob Østergaard,
Huanhai Xin
Publication year - 2018
Publication title -
ieee transactions on sustainable energy
Language(s) - English
Resource type - Journals
eISSN - 1949-3037
pISSN - 1949-3029
DOI - 10.1109/tste.2018.2869932
Subject(s) - distributed generation , energy storage , voltage , computer science , distributed data store , voltage regulation , electrical engineering , distributed computing , renewable energy , engineering , power (physics) , physics , quantum mechanics
This paper presents a model predictive control (MPC)-based coordinated voltage control scheme for distribution networks with high penetration of distributed generation (DG) and energy storage. In this scheme, the DG units, energy storage devices, and on-load tap changer are optimally coordinated to maintain all bus voltages in the network within a permissible range. To better coordinate the economical operation and voltage regulation, two control modes are designed according to the operating conditions. In the preventive mode, the DG units operate in the maximum power point tracking mode. State-of-charge of energy storage system (ESS) units and power outputs of DG and ESS units are optimized while maintaining the voltages within the feasible range. In the corrective mode, active power curtailment of DG units is also used as a necessary method to correct the severe voltage deviations. The voltage sensitivity coefficients with respect to the power injections and tap changes are updated in real time using an analytical sensitivity calculation method to improve the computation efficiency. A test system consisting of two 20-kV feeders fed from the same substation based on a real distribution network was used to validate the proposed coordinated voltage control scheme under both normal and large-disturbance conditions.
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