This paper performs a novel data-driven approach to optimize electric vehicle (EV) public charging. We translate the study area into directed graph by partitioning it discrete grids. A modified geographical PageRank (MGPR) model is developed estimate EV charging demand, built upon trip origin–destination (OD) and social dimension features, validated against real-world data. The results are fed ...

The compressed air electric ratio (CAER) describes the of real power demand to nominal mechanical an compressor. CAER is important indicator as compressors varies throughout its operation dependent on compressor technology, pressure ratio, and free delivery. nameplate drive motor not sufficient for evaluating demand; therefore, plays role in assessing operating demand. In this paper, results fr...

Over the past several decades, the electric power industry in the US and in several other countries has been undergoing a fundamental transformation due to deregulation. This transformation has been accompanied by an increase in the number of market participants and changes to the electricity flow patterns with system reliability being increasingly difficult to maintain. The occurrence of sever...