Fault-Tolerant Cooperative Control in a Wind Farm Using Adaptive Control Reconfiguration and Control Reallocation

被引:17
作者
Badihi, Hamed [1 ,2 ]
Jadidi, Saeedreza [2 ]
Zhang, Youmin [2 ]
Pillay, Pragasen [3 ]
Rakheja, Subhash [2 ]
机构
[1] Nanjing Univ Aeronaut & Astronaut, Coll Automat Engn, Nanjing 211106, Peoples R China
[2] Concordia Univ, Dept Mech Ind & Aerosp Engn, Montreal, PQ H3G 1M8, Canada
[3] Concordia Univ, Dept Elect & Comp Engn, Montreal, PQ H3G 1M8, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
Wind turbines; Wind farms; Benchmark testing; Fault tolerance; Fault tolerant systems; Wind speed; Adaptive proportional-integral (PI) control; control reallocation; control reconfiguration; fault-tolerant cooperative control (FTCC); wind farm; wind turbines; TURBINES;
D O I
10.1109/TSTE.2019.2950681
中图分类号
X [环境科学、安全科学];
学科分类号
083001 [环境科学];
摘要
High reliability and availability are crucial for cost-effective operation of any wind farm. In this regard, effective schemes for fault detection, diagnosis and accommodation need to be developed to improve the reliability and availability of wind turbines and consequently wind farms (groups of wind turbines). Addressing this issue in a wind farm, this paper proposes a novel fault-tolerant cooperative control scheme based on an adaptive control reconfiguration approach that is augmented with an innovative control reallocation mechanism in a cooperative framework. Applied to a wind farm, this scheme tackles the effects of power loss faults in wind turbines, whether mild (due to mild icing or debris build-up on rotor blades) or severe (due to heavy icing). Different simulations on a wind farm benchmark model indicate the high effectiveness of the proposed scheme.
引用
收藏
页码:2119 / 2129
页数:11
相关论文
共 24 条
[1]
[Anonymous], 1999, SYSTEM IDENTIFICATIO
[2]
BABUSKA R, 1998, INT SER INTELL TECHN, P1
[3]
Badihi Hamed, 2015, IFAC - Papers Online, V48, P1369, DOI 10.1016/j.ifacol.2015.09.716
[4]
Application of FMRAC to fault-tolerant cooperative control of a wind farm with decreased power generation due to blade erosion/debris buildup [J].
Badihi, Hamed ;
Zhang, Youmin ;
Pillay, Pragasen ;
Rakheja, Subhash .
INTERNATIONAL JOURNAL OF ADAPTIVE CONTROL AND SIGNAL PROCESSING, 2018, 32 (04) :628-645
[5]
Fault-tolerant cooperative control in an offshore wind farm using model-free and model-based fault detection and diagnosis approaches [J].
Badihi, Hamed ;
Zhang, Youmin ;
Hong, Henry .
APPLIED ENERGY, 2017, 201 :284-307
[6]
Wind Turbine Fault Diagnosis and Fault-Tolerant Torque Load Control Against Actuator Faults [J].
Badihi, Hamed ;
Zhang, Youmin ;
Hong, Henry .
IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY, 2015, 23 (04) :1336-1357
[7]
Fuzzy gain-scheduled active fault-tolerant control of a wind turbine [J].
Badihi, Hamed ;
Zhang, Youmin ;
Hong, Henry .
JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS, 2014, 351 (07) :3677-3706
[8]
An Interval NLPV Parity Equations Approach for Fault Detection and Isolation of a Wind Farm [J].
Blesa, Joaquim ;
Jimenez, Pedro ;
Rotondo, Damiano ;
Nejjari, Fatiha ;
Puig, Vicenc .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2015, 62 (06) :3794-3805
[9]
Bobal V., 2005, ADV TK CONT SIGN PRO
[10]
Fingersh L.J., 1998, 17 ASME WIND EN S JA, P233