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The proposed control method does not need the knowledge of the uncertainty bounds nor the exact model of the nonlinear system. Since the neural network is trained online, the time to estimate good weights can affect the dynamic performance of the process during the startup phase. Therefore an appropriate way to smoothly and explicitly accelerate the neural network rate of convergence during the startup phase is proposed. Furthermore, a flexible grid side voltage source converter control structure which can handle both grid connected and standalone modes based on conventional proportional integral (PI) control method is presented. Simulations are done in Matlab\/Simulink environment to verify the effectiveness and assess the performance of the proposed controller. The results analysis shows the superiority of the proposed RBF neuro-sliding mode controller compared to a nonlinear controller based on sliding mode control method when the system undergoes parameter uncertainties.<\/jats:p>","DOI":"10.1155\/2018\/1780634","type":"journal-article","created":{"date-parts":[[2018,10,1]],"date-time":"2018-10-01T19:31:25Z","timestamp":1538422285000},"page":"1-19","source":"Crossref","is-referenced-by-count":3,"title":["A Modified RBF Neuro-Sliding Mode Control Technique for a Grid Connected PMSG Based Variable Speed Wind Energy Conversion System"],"prefix":"10.1155","volume":"2018","author":[{"given":"Rostand Marc","family":"Douanla","sequence":"first","affiliation":[{"name":"Unit\u00e9 de Recherche d\u2019Automatique et d\u2019Informatique Appliqu\u00e9e (LAIA), D\u00e9partement de G\u00e9nie \u00c9lectrique, IUT FOTSO Victor Bandjoun, Universit\u00e9 de Dschang, BP 134, Bandjoun, Cameroon"},{"name":"Unit\u00e9 de Recherche de Mati\u00e8re 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