Implementation of IT2FPD+I controllers for redundant robot manipulator. Control of redundant robot and comparison with T1FPID and conventional PID. Computation of upper and lower search rang for optimization technique is presented. Robustness testing is also investigated for proposed controllers. The IT2FPID controllers are found to be superior for trajectory tracking problem.