Coordination of OLTC and smart inverters for optimal voltage regulation of unbalanced distribution networks

被引:20
作者
Li, Changfu [1 ,2 ]
Disfani, Vahid R. [3 ]
Haghi, Hamed Valizadeh [1 ,2 ]
Kleissl, Jan [1 ,2 ]
机构
[1] Univ Calif San Diego, Ctr Energy Res, La Jolla, CA 92093 USA
[2] Univ Calif San Diego, Dept Mech & Aerosp Engn, La Jolla, CA 92093 USA
[3] Univ Tennessee, Dept Elect Engn, Chattanooga, TN 37403 USA
关键词
Distribution network; Photovoltaic; Tap changer; Smart inverter; Mixed-integer linear programming; Voltage regulation; REACTIVE POWER; PHOTOVOLTAIC INVERTERS; OPTIMAL DISPATCH;
D O I
10.1016/j.epsr.2020.106498
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Photovoltaic (PV) smart inverters can improve the voltage profile of distribution networks. A multi-objective optimization framework for coordination of reactive power injection of smart inverters and tap operations of onload tap changers (OLTCs) for multi-phase unbalanced distribution systems is proposed. The optimization objective is to minimize voltage deviations and the number of tap operations simultaneously. A novel linearization method is proposed to linearize power flow equations and to convexify the problem, which guarantees convergence of the optimization and less computation costs. The optimization is modeled and solved using mixed-integer linear programming (MILP). The proposed method is validated against conventional rule-based autonomous voltage regulation (AVR) on the highly-unbalanced modified IEEE 37 bus test system and a large California utility feeder. Simulation results show that the proposed method accurately estimates feeder voltage, significantly reduces voltage deviations, mitigates over-voltage problems, and reduces voltage unbalance while eliminating unnecessary tap operations. The robustness of the method is validated against various levels of forecast error. The computational efficiency and scalability of the proposed approach are also demonstrated through the simulations on the large utility feeder.
引用
收藏
页数:9
相关论文
共 35 条
[1]  
[Anonymous], 2011, C8412011 A STD
[2]  
[Anonymous], 2017, 2017 IEEE POW EN SOC
[3]   Short-Term Scheduling and Control of Active Distribution Systems With High Penetration of Renewable Resources [J].
Borghetti, Alberto ;
Bosetti, Mauro ;
Grillo, Samuele ;
Massucco, Stefano ;
Nucci, Carlo Alberto ;
Paolone, Mario ;
Silvestro, Federico .
IEEE SYSTEMS JOURNAL, 2010, 4 (03) :313-322
[4]  
C.P.U. Commission, 2014, REC UPD TECHN REQ IN
[5]   Critical review of recent advances and further developments needed in AC optimal power flow [J].
Capitanescu, Florin .
ELECTRIC POWER SYSTEMS RESEARCH, 2016, 136 :57-68
[6]   Experiments with the interior-point method for solving large scale Optimal Power Flow problems [J].
Capitanescu, Florin ;
Wehenkel, Louis .
ELECTRIC POWER SYSTEMS RESEARCH, 2013, 95 :276-283
[7]  
Christakou K., 2017, IEEE T SMART GRID
[8]   Efficient Computation of Sensitivity Coefficients of Node Voltages and Line Currents in Unbalanced Radial Electrical Distribution Networks [J].
Christakou, Konstantina ;
LeBoudec, Jean-Yves ;
Paolone, Mario ;
Tomozei, Dan-Cristian .
IEEE TRANSACTIONS ON SMART GRID, 2013, 4 (02) :741-750
[9]   Dynamic Weight-Based Collaborative Optimization for Power Grid Voltage Regulation [J].
Cortes, Cristian ;
Haghi, Hamed Valizadeh ;
Li, Changfu ;
Kleissl, Jan .
PROCEEDINGS OF THE ISES SOLAR WORLD CONFERENCE 2019 AND THE IEA SHC SOLAR HEATING AND COOLING CONFERENCE FOR BUILDINGS AND INDUSTRY 2019, 2019, :738-746
[10]   Decentralized Optimal Dispatch of Photovoltaic Inverters in Residential Distribution Systems [J].
Dall'Anese, Emiliano ;
Dhople, Sairaj V. ;
Johnson, Brian B. ;
Giannakis, Georgios B. .
IEEE TRANSACTIONS ON ENERGY CONVERSION, 2014, 29 (04) :957-967