Power Consumption Optimization for the Industrial Load Plant Using Improved ANFIS-Based Accelerated PSO Technique

In recent times, energy saving has become the focus and an interesting topic for engineers and researchers. About 40–44% of the total energy is used for cooling of buildings. As cooling demand increases, the electricity consumption increases proportionally. There are numerous intelligent techniques adopted to evaluate energy usage. This chapter proposes a prediction technique to evaluate energy consumption using improved adaptive neuro-fuzzy inference system (ANFIS) model.