Exact Optimal Power Dispatch in Unbalanced Distribution Systems With High PV Penetration

被引:67
作者
Quan Nguyen [1 ]
Padullaparti, Harsha V. [1 ]
Lao, Keng-Weng [1 ]
Santoso, Surya [1 ]
Ke, Xinda [2 ]
Samaan, Nader [2 ]
机构
[1] Univ Texas Austin, Dept Elect & Comp Engn, Austin, TX 78712 USA
[2] Pacific Northwest Natl Lab, Richland, WA 99354 USA
关键词
Distribution systems; photovoltaic integration; primal-dual interior point method; voltage regulation; OPTIMIZATION METHODS; MANAGEMENT; PLACEMENT; ALGORITHM;
D O I
10.1109/TPWRS.2018.2869195
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
080906 [电磁信息功能材料与结构]; 082806 [农业信息与电气工程];
摘要
Smart inverters provide additional control capability to help optimize the operation of distribution systems. This paper proposes a framework for exact optimal active and reactive power dispatch of distributed photovoltaic (PV) generation, switched capacitors, and voltage regulators in large multi-phase unbalanced distribution systems. The objectives of the optimal dispatch are minimization of the energy loss, PV active power curtailment, and operations of capacitors and voltage regulators, in addition to elimination of voltage violations and reverse power flow. The optimization problem is formulated in rectangular coordinates as a nonlinear, nonconvex problem. Effective computational strategies are proposed to allow the application of predictor-corrector primal-dual interior point method to solve optimization problems in real-time with a large number of constraints and variables, including discrete variables corresponding to switched capacitors and voltage regulators. The accuracy of the numerical solution and the ability to implement the proposed framework are validated using the unbalanced multi-phase IEEE 34-bus and EPRI 2,998-bus distribution systems with 15-minute load and PV data. The results show a significant loss reduction and elimination of both voltage violations and reverse power flow.
引用
收藏
页码:718 / 728
页数:11
相关论文
共 28 条
[1]
[Anonymous], 2018, 2018 IEEEPES TRANSM
[2]
[Anonymous], C841 ANSI
[3]
A Three-Phase Optimal Power-Flow Algorithm to Mitigate Voltage Unbalance [J].
Araujo, L. R. ;
Penido, D. R. R. ;
Carneiro, S., Jr. ;
Pereira, J. L. R. .
IEEE TRANSACTIONS ON POWER DELIVERY, 2013, 28 (04) :2394-2402
[4]
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
[5]
A Comprehensive Centralized Approach for Voltage Constraints Management in Active Distribution Grid [J].
Capitanescu, Florin ;
Bilibin, Ilya ;
Romero Ramos, Esther .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2014, 29 (02) :933-942
[6]
Optimal Dispatch of Photovoltaic Inverters in Residential Distribution Systems [J].
Dall'Anese, Emiliano ;
Dhople, Sairaj V. ;
Giannakis, Georgios B. .
IEEE TRANSACTIONS ON SUSTAINABLE ENERGY, 2014, 5 (02) :487-497
[7]
DallAnese Emiliano., 2012, 2012 North American Power Symposium, P1
[8]
Optimal Capacitor Placement and Sizing in Unbalanced Distribution Systems With Harmonics Consideration Using Particle Swarm Optimization [J].
Eajal, Abdelsalam A. ;
El-Hawary, M. E. .
IEEE TRANSACTIONS ON POWER DELIVERY, 2010, 25 (03) :1734-1741
[9]
EPRI, SIM TOOL OPENDSS
[10]
Farivar M, 2012, IEEE POW ENER SOC GE