This special session will be the opportunity to evaluate the latest identification, classification and control techniques for Building Energy Management and Smart Metering. The objective is the improvement of power signals measurements, data analysis and cost savings. The influence of the wind turbine and PV systems on the power quality becomes so significant. An application of signal processing techniques and artificial intelligence is a good opportunity for energy management. Also, the solutions based on these techniques can improve the power quality issues and reduce the power consumption. It is therefore important to use the most effective identification and control methods in order to meet new requirements.