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This paper describes the speed control of a DC series motor for an accurateand high-speed performance. A neural network based controlling operation withfuzzy modeling is suggested in this paper. The driver units of these machinesare designed with a Multi-level inverter operation and are controlled by acommon current control mechanism for an accurate and efficient drivingtechnique for DC series motor. The neuro-fuzzy logic control technique isintroduced to eliminate uncertainties in the plant parameters of the DC Seriesmotors, and also considered as potential candidate for different applicationsto prove adequacy of the proposed control algorithm through simulations. Thesimulation result with such an approach is made and observed efficient overother controlling technique.

Speed Control of Multi Level Inverter Designed DC Series Motor with Neuro-Fuzzy Controllers