Model predictive control‐based optimal voltage regulation of active distribution networks with OLTC and reactive power capability of PV inverters

This study presents a model predictive control (MPC)-based centralised control approach for maintaining the voltages of the nodes within permissible limits in the presence of high photovoltaic (PV) penetration. The proposed control scheme coordinates the actions of on-load tap changer (OLTC) and PV inverters optimally to fulfil the desired objectives. The objectives are minimisation of change in control variables, slack variables, energy loss, and voltage error. These objectives are weighted to form the overall objective function. Three rules are formulated based on the severity of voltage magnitudes. The weights of the objectives are adjusted according to these pre-defined rules. Simulations are performed in an active distribution network (ADN) integrated with and without microgrids, where both demands and generations vary hourly over the day. As power is injected by the microgrids during most of the time of the day, the excursions of node voltages are slightly higher in the microgrids integrated ADN. Moreover, the incorporation of the proposed rule-based MPC drastically reduces the energy loss due to active power loss in distribution networks, as is evident from the simulation results obtained by comparing the proposed approach with an existing MPC-based approach.

[1]  Thierry Van Cutsem,et al.  Combined Local and Centralized Voltage Control in Active Distribution Networks , 2018, IEEE Transactions on Power Systems.

[2]  Canbing Li,et al.  Double-Time-Scale Coordinated Voltage Control in Active Distribution Networks Based on MPC , 2020, IEEE Transactions on Sustainable Energy.

[3]  V. Calderaro,et al.  Optimal Decentralized Voltage Control for Distribution Systems With Inverter-Based Distributed Generators , 2014, IEEE Transactions on Power Systems.

[4]  Ming Cheng,et al.  Distributed MPC-based secondary voltage control scheme for autonomous droop-controlled microgrids , 2017, 2017 IEEE Power & Energy Society General Meeting.

[5]  Ehab F. El-Saadany,et al.  Real-Time Optimal Voltage Regulation for Distribution Networks Incorporating High Penetration of PEVs , 2015, IEEE Transactions on Power Systems.

[6]  Gerard Ledwich,et al.  A Coordinated Voltage Control Approach for Coordination of OLTC, Voltage Regulator, and DG to Regulate Voltage in a Distribution Feeder , 2013, IEEE Transactions on Industry Applications.

[7]  Felix F. Wu,et al.  Network reconfiguration in distribution systems for loss reduction and load balancing , 1989 .

[8]  Jianxiao Zou,et al.  An MPC based optimized control approach for EV-based voltage regulation in distribution grid , 2019, Electric Power Systems Research.

[9]  Badrul H. Chowdhury,et al.  Optimal Voltage Regulation of Distribution Networks With Cascaded Voltage Regulators in the Presence of High PV Penetration , 2018, IEEE Transactions on Sustainable Energy.

[10]  Qiuwei Wu,et al.  MPC-Based Coordinated Voltage Regulation for Distribution Networks With Distributed Generation and Energy Storage System , 2019, IEEE Transactions on Sustainable Energy.

[11]  Christoforos N. Hadjicostis,et al.  A Two-Stage Distributed Architecture for Voltage Control in Power Distribution Systems , 2013, IEEE Transactions on Power Systems.

[12]  Qiubo Ye,et al.  Clusters partition and zonal voltage regulation for distribution networks with high penetration of PVs , 2018, IET Generation, Transmission & Distribution.

[13]  Zhao Yang Dong,et al.  Stochastic Receding Horizon Control of Active Distribution Networks With Distributed Renewables , 2019, IEEE Transactions on Power Systems.

[14]  Rajiv Varma,et al.  PV-STATCOM – A New Smart Inverter for Voltage Control in Distribution Systems , 2018, 2018 IEEE Power & Energy Society General Meeting (PESGM).

[15]  Magdi M. El-Saadawi,et al.  Review on voltage‐violation mitigation techniques of distribution networks with distributed rooftop PV systems , 2019, IET Generation, Transmission & Distribution.

[16]  He Meng,et al.  Optimal voltage regulation for distribution networks with multi-microgrids , 2018 .

[17]  Gustavo Valverde,et al.  Model Predictive Control of Voltages in Active Distribution Networks , 2013, IEEE Transactions on Smart Grid.