This paper elaborates the design and usefulness of piecewise linear look-up table based single input Fuzzy Logic controller as the compensator of single-phase shunt active power filter to overcome the source current harmonic problems. The MATLAB Simulink simulation results validate the effectiveness in mitigating the current total harmonics distortion under 5% and improved the system power factor to a near unity.