This study was undertaken to mitigate against the loss of electrical power in transformers within the 330kv transmission system in Nigeria using Fuzzy logic technique. The objectives included to utilise Newton-Raphson’s technique to perform a load flow analysis to determine line losses, bus voltages, and load angles, and to use a Fuzzy Inference System to determine the points suitable for capacitor placement in order to reduce reactive power losses on the process and increase voltage profile,