Coordinated Predictive Control of a Wind/Battery Microgrid System

被引:71
作者
Han, Junbiao [1 ]
Solanki, Sarika Khushalani [1 ]
Solanki, Jignesh [1 ]
机构
[1] W Virginia Univ, Lane Dept Comp Sci & Elect Engn, Morgantown, WV 26505 USA
关键词
Coordinated controller; direct drive wind turbine; islanded operation; maximum power extraction capability; model predictive control (MPC); WIND TURBINE; GENERATION SYSTEM; POWER-GENERATION; NEURAL-NETWORKS; INVERTERS; OPERATION;
D O I
10.1109/JESTPE.2013.2282601
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 the operation and controller design of a microgrid consisting of a direct drive wind generator and a battery storage system. A model predictive control strategy for the ac-dc-ac converter of wind system is derived and implemented to capture the maximum wind energy as well as provide desired reactive power. A novel supervisory controller is presented and employed to coordinate the operation of wind farm and battery system in the microgrid for grid-connected and islanded operations. The proposed coordinated controller can mitigate both active and reactive power disturbances that are caused by the intermittency of wind speed and load change. Moreover, the control strategy ensures the maximum power extraction capability of wind turbine while regulating the point of common coupling bus voltage within acceptable range in both grid-connected and islanded operations. The designed concept is verified through various simulation studies in EMTDC/PSCAD, and the results are presented and discussed.
引用
收藏
页码:296 / 305
页数:10
相关论文
共 23 条
[1]   Improvement of Wind-Generator Stability by Fuzzy-Logic-Controlled SMES [J].
Ali, Mohd Hasan ;
Park, Minwon ;
Yu, In-Keun ;
Murata, Toshiaki ;
Tamura, Junji .
IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS, 2009, 45 (03) :1045-1051
[2]   Modeling and analysis of custom power systems by PSCAD/EMTDC [J].
Anaya-Lara, I ;
Acha, E .
IEEE TRANSACTIONS ON POWER DELIVERY, 2002, 17 (01) :266-272
[3]   CONTROL OF PARALLEL CONNECTED INVERTERS IN STANDALONE AC SUPPLY-SYSTEMS [J].
CHANDORKAR, MC ;
DIVAN, DM ;
ADAPA, R .
IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS, 1993, 29 (01) :136-143
[4]   A phase tracking system for three phase utility interface inverters [J].
Chung, SK .
IEEE TRANSACTIONS ON POWER ELECTRONICS, 2000, 15 (03) :431-438
[5]   Guidelines for Weighting Factors Design in Model Predictive Control of Power Converters and Drives [J].
Cortes, Patricio ;
Kouro, Samir ;
La Rocca, Bruno ;
Vargas, Rene ;
Rodriguez, Jose ;
Leon, Jose I. ;
Vazquez, Sergio ;
Franquelo, Leopoldo G. .
2009 IEEE INTERNATIONAL CONFERENCE ON INDUSTRIAL TECHNOLOGY, VOLS 1-3, 2009, :1477-1483
[6]   A Frequency-Control Approach by Photovoltaic Generator in a PV-Diesel Hybrid Power System [J].
Datta, Manoj ;
Senjyu, Tomonobu ;
Yona, Atsushi ;
Funabashi, Toshihisa ;
Kim, Chul-Hwan .
IEEE TRANSACTIONS ON ENERGY CONVERSION, 2011, 26 (02) :559-571
[7]   Fuzzy Logic Supervisor-Based Primary Frequency Control Experiments of a Variable-Speed Wind Generator [J].
El Mokadem, Mostafa ;
Courtecuisse, Vincent ;
Saudemont, Christophe ;
Robyns, Benoit ;
Deuse, Jacques .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2009, 24 (01) :407-417
[8]   A rule-based fuzzy logic controller for a PWM inverter in a stand alone wind energy conversion scheme [J].
Hilloowala, RM ;
Sharaf, AM .
IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS, 1996, 32 (01) :57-65
[9]   Development of Hardware In-the-Loop Simulation System for Testing Operation and Control Functions of Microgrid [J].
Jeon, Jin-Hong ;
Kim, Jong-Yul ;
Kim, Hak-Man ;
Kim, Seul-Ki ;
Cho, Changhee ;
Kim, Jang-Mok ;
Ahn, Jong-Bo ;
Nam, Kee-Young .
IEEE TRANSACTIONS ON POWER ELECTRONICS, 2010, 25 (12) :2919-2929
[10]   Wind power forecasting using advanced neural networks models. [J].
Kariniotakis, GN ;
Stavrakakis, GS ;
Nogaret, EF .
IEEE TRANSACTIONS ON ENERGY CONVERSION, 1996, 11 (04) :762-767