In this research, an intelligent fuzzy logic technique is embedded with robust fractional order sliding mode control that comprises fractional differentiation and integration enhancement technique, with a view to control a highpower five-phase Permanent Magnet Synchronous Generator (PMSG) based direct-driven wind turbine. At first, fractional sliding surface is created, and its control law is obtained. Then, fast reaching law is designed by using Fuzzy Logic Approach (FLC) to replace the discontinuity in the traditional non-derivable signum function of conventional Sliding Mode Control (SMC), with the aim to reduce the chattering phenomenon during the sliding phase, enhance dynamic operation, static performance, and improve the produced energy efficiency and robustness. The new proposed approach is evaluated by conducting comparative simulation and analysis with the classical SMC and PI controller from published works. The results disclose the great reliability, fantastic behaviour, and constancy of Fuzzy Fractional-Order Sliding Mode Control (FFOSMC), and the efficiency of the wind turbine is upgraded to 97.2 %, with a favourable tracking performance, although the external conditions, compared to the classical PI technique that can only provide 86.2 % of efficacy.