Neural Adaptive Decentralized Coordinated Control with Fault-Tolerant Capability for DFIGs under Stochastic Disturbances
المؤلفون المشاركون
Lin, Zhongwei
Niu, Yuguang
Li, Xiao-ming
Cao, Hong
Wang, Jian-guo
Xiu-yu, Zhang
المصدر
Mathematical Problems in Engineering
العدد
المجلد 2017، العدد 2017 (31 ديسمبر/كانون الأول 2017)، ص ص. 1-16، 16ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2017-10-10
دولة النشر
مصر
عدد الصفحات
16
التخصصات الرئيسية
الملخص EN
At present, most methodologies proposed to control over double fed induction generators (DFIGs) are based on single machine model, where the interactions from network have been neglected.
Considering this, this paper proposes a decentralized coordinated control of DFIG based on the neural interaction measurement observer.
An artificial neural network is employed to approximate the nonlinear model of DFIG, and the approximation error due to neural approximation has been considered.
A robust stabilization technique is also proposed to override the effect of approximation error.
A H2 controller and a H∞ controller are employed to achieve specified engineering purposes, respectively.
Then, the controller design is formulated as a mixed H2/H∞ optimization with constrains of regional pole placement and proportional plus integral (PI) structure, which can be solved easily by using linear matrix inequality (LMI) technology.
The results of simulations are presented and discussed, which show the capabilities of DFIG with the proposed control strategy to fault-tolerant control of the maximum power point tracking (MPPT) under slight sensor faults, low voltage ride-through (LVRT), and its contribution to power system transient stability support.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Li, Xiao-ming& Xiu-yu, Zhang& Cao, Hong& Lin, Zhongwei& Niu, Yuguang& Wang, Jian-guo. 2017. Neural Adaptive Decentralized Coordinated Control with Fault-Tolerant Capability for DFIGs under Stochastic Disturbances. Mathematical Problems in Engineering،Vol. 2017, no. 2017, pp.1-16.
https://search.emarefa.net/detail/BIM-1191306
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Li, Xiao-ming…[et al.]. Neural Adaptive Decentralized Coordinated Control with Fault-Tolerant Capability for DFIGs under Stochastic Disturbances. Mathematical Problems in Engineering No. 2017 (2017), pp.1-16.
https://search.emarefa.net/detail/BIM-1191306
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Li, Xiao-ming& Xiu-yu, Zhang& Cao, Hong& Lin, Zhongwei& Niu, Yuguang& Wang, Jian-guo. Neural Adaptive Decentralized Coordinated Control with Fault-Tolerant Capability for DFIGs under Stochastic Disturbances. Mathematical Problems in Engineering. 2017. Vol. 2017, no. 2017, pp.1-16.
https://search.emarefa.net/detail/BIM-1191306
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-1191306
قاعدة معامل التأثير والاستشهادات المرجعية العربي "ارسيف Arcif"
أضخم قاعدة بيانات عربية للاستشهادات المرجعية للمجلات العلمية المحكمة الصادرة في العالم العربي
تقوم هذه الخدمة بالتحقق من التشابه أو الانتحال في الأبحاث والمقالات العلمية والأطروحات الجامعية والكتب والأبحاث باللغة العربية، وتحديد درجة التشابه أو أصالة الأعمال البحثية وحماية ملكيتها الفكرية. تعرف اكثر