Machine learning (ML) models have been widely used in the modeling, design and
prediction in energy systems. During the past two decades, there has been a dramatic …

Regenerative braking energy (RBE) utilization plays a vital role in improving the energy
efficiency of electrified railways. To date, various power flow control-based solutions have …

Electric rail transit systems are the large consumers of energy. In trains with regenerative
braking capability, a fraction of the energy used to power a train is regenerated during …

The energy management (EM) strategy, power controller, and local controller of the EM
system are coupled, and together affect hybrid power system performance. To achieve …

Automation is expected to effectively address the growing demand for passenger and freight
transportation, safety issues, human errors, and increasing congestion. The growth of …

Rising energy costs, losses in the present-day electricity grid, risks from nuclear power
generation, and global environmental changes are motivating a transformation of the …

The smart grid paradigm has provided great opportunities to decrease energy consumption
and electricity bills of end users. Among a wide variety of end users, electrical railway …

As a large energy consumer, the railway systems in many countries have been electrified
gradually for the purposes of performance improvement and emission reduction. With the …

This paper proposes an energy storage system (ESS) for recycling the regenerative braking
energy in the high-speed railway. In this case, a supercapacitor-based storage system is …

In order to increase the utilization rate of the regenerative braking energy (RBE), reduce the
operation cost, and improve the power quality of traction power supply system (TPSS) in …