Application of a clustering adaptive fuzzy logic controller in a brushless DC drive

A clustering adaptive fuzzy logic system (CAFLS) is proposed as a high performance controller in a brushless DC (BLDC) motor drive. Objectives of the proposed system include elimination of speed ripple due to cogging at low speeds under heavy load as well as good dynamic response. The CAFLS implemented has the advantages of computational simplicity and self-tuning characteristics.