Optimal Placement of Intermittent Renewable Energy Resources and Energy Storage System in Smart Power Distribution Networks

被引:15
作者
Galvan, Eric [1 ]
Mandal, Paras [1 ]
Ul Haque, Ashraf [2 ]
Tseng, Tzu-Liang [3 ]
机构
[1] Univ Texas El Paso, Dept Elect & Comp Engn, El Paso, TX 79968 USA
[2] Teshmont Consultants LP, Power Syst Study Grp, Calgary, AB, Canada
[3] Univ Texas El Paso, Dept Ind Mfg & Syst Engn, El Paso, TX 79968 USA
关键词
distribution system planning; energy forecasting; energy storage; optimal location; renewable energy sources; smart grid; GENERATION; OPTIMIZATION; BENEFITS; IMPACT;
D O I
10.1080/15325008.2017.1362605
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
This paper presents an efficient strategy to optimally allocate renewable energy sources (RES), primarily wind and solar photovoltaic (PV), and energy storage system (ESS) in electrical distribution networks with a goal of minimizing costs and active power losses. The proposed planning strategy is used to determine the number of possible and optimal locations for the hybrid RES-ESS system. This paper further presents a control scheme to optimally dispatch the output of ESS, which increases the effective utilization of RES by reducing their day-ahead forecast errors in order to minimize the deviation between forecasted and actual values. In our proposed strategy, the location that produces the least overall power losses complying with the system constraints is considered as the optimal one. In order to evaluate the effectiveness of the proposed method, this paper considers a case study of a 16-bus test system that comprises of several loads, wind farm, PV, and ESS. The test results demonstrate that by determining the optimal bus location for the RES-ESS system, overall power losses as well as peak load can be significantly reduced.
引用
收藏
页码:1543 / 1553
页数:11
相关论文
共 30 条
[1]   A Novel Method for Evaluating Future Power Distribution System Reliability [J].
Al-Muhaini, Mohammad ;
Heydt, Gerald T. .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2013, 28 (03) :3018-3027
[2]  
AlHakeem Donna, 2015, 2015 IEEE Power & Energy Society General Meeting, P1, DOI 10.1109/PESGM.2015.7286233
[3]  
[Anonymous], INT C SMART CIT GREE
[4]  
[Anonymous], 2013, 2013 N AM POWER S NA
[5]  
Barker PP, 2000, 2000 IEEE POWER ENGINEERING SOCIETY SUMMER MEETING, CONFERENCE PROCEEDINGS, VOLS 1-4, P1645, DOI 10.1109/PESS.2000.868775
[6]  
Bhakar R., 2014, RECENT ADV INNOVATIO, P1
[7]  
Cao D L., 2006, Carrier-Bound Immobilized Enzymes: Principles, Applications and Design, P1, DOI [10.1017/CBO9781107415324.004, DOI 10.1017/CBO9781107415324.004]
[8]   An approach to quantify the technical benefits of distributed generation [J].
Chiradeja, P ;
Ramakumar, R .
IEEE TRANSACTIONS ON ENERGY CONVERSION, 2004, 19 (04) :764-773
[9]   DISTRIBUTION FEEDER RECONFIGURATION FOR LOSS REDUCTION [J].
CIVANLAR, S ;
GRAINGER, JJ ;
YIN, H ;
LEE, SSH .
IEEE TRANSACTIONS ON POWER DELIVERY, 1988, 3 (03) :1217-1223
[10]  
Daly P. A., 2001, P IEEE RUR EL POW C, P1