Keywords: Long-term; Load forecasting; Fuzzy logic; Universe of discourse; Membership function; ANN; Artificial Neural Network; PHCN; Power Holding Company of Nigeria; MF; Membership Function; MW; Megawatts; H; Humidity; T; Temperature; FL; Forecasted load; LH; Low