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Electric-load intelligence (E-LI) is an innovative concept which aims to develop new knowledge and apply it intelligently with technologies to enhance the value of electricity. The key components of E-LI such as monitoring, communication, analysis, interface, decision making, control and learning capability are presented. Different studies on load signatures are used to illustrate how E-LI can be developed and applied using the electrical waveforms of loads. This knowledge has the potential of creating new economic, strategic and commercial value while using electricity
Cheng et al. (Sun,) studied this question.