학술논문

Joint Sizing Optimization Method of PVs, Hybrid Energy Storage Systems, and Power Flow Controllers for Flexible Traction Substations in Electric Railways
Document Type
Periodical
Source
IEEE Transactions on Sustainable Energy IEEE Trans. Sustain. Energy Sustainable Energy, IEEE Transactions on. 15(2):1210-1223 Apr, 2024
Subject
Power, Energy and Industry Applications
Geoscience
Computing and Processing
Batteries
Aging
Reactive power
Costs
US Department of Defense
Rail transportation
Voltage
Sizing optimization
electric railways
hybrid energy storage system
voltage unbalance
battery life
Language
ISSN
1949-3029
1949-3037
Abstract
Flexible traction substation (FTSS) integrates PVs, energy storage systems (ESSs), and railway power flow controllers (RPFCs) into the existing split-phase traction substation. It is a vital solution in advancing electric railways towards a low-carbon, efficient, and grid-friendly future. To improve the techno-economic performance of FTSSs, this paper proposes a sizing method to jointly size PV, RPFC, and battery-ultracapacitor hybrid ESS (HESS). Firstly, a flexible operation model of FTSS is established. It fully uses the capacity of RPFCs for improving the three-phase voltage unbalance and average power factor, thus, reducing the capacity requirements of RPFCs. Next, a linearized approach is developed for estimating battery aging affected by battery cycles, depth of discharge, state of charge, and calendar time. It facilitates obtaining battery sizing with relatively accurate life evaluation in sizing optimization. Then, a joint sizing optimization model of PV, HESS, and RPFC is established to minimize the total annualized investment and operation cost of an FTSS, and it is formulated as mixed-integer second-order programming. Finally, case studies show that the proposed method can optimize the total annualized cost of FTSSs while ensuring efficient energy utilization and improvements of the three-phase voltage unbalance and average power factor.