Authors :
Jeevan Prasad Gnanavelu; Durga Akhil Donka; Yamini Maddu; Abhinaya Kilaru
Volume/Issue :
Volume 11 - 2026, Issue 4 - April
Google Scholar :
https://tinyurl.com/mtbyh7e6
Scribd :
https://tinyurl.com/yv6ztvwy
DOI :
https://doi.org/10.38124/ijisrt/26apr419
Note : A published paper may take 4-5 working days from the publication date to appear in PlumX Metrics, Semantic Scholar, and ResearchGate.
Abstract :
The development of modern mass transit systems necessitates highly efficient energy management to address
growing energy consumption and environmental concerns. Contemporary electric traction systems operate as large
microgrid structures featuring distributed active loads, renewable sources, and energy storage devices. A critical limitation
in electrified trains is the restricted capability for energy recovery during regenerative braking phases and extended
charging durations from stationary stations. To overcome these limitations, this paper proposes a novel energy management
and control system for electric traction microgrids that integrates photovoltaic (PV) and wind sources with aluminium-ion
(Al-ion) batteries at stationary microgrid stations, and on-board aluminium-ion (Al-ion) cells as the energy storage system
within the train. This architecture is specifically designed for short-duration, high-power applications such as airport transit
and industrial community transport. While conventional research has utilized supercapacitors (SCs) for their high power
density, this work proposes Al-ion cells due to their fast charging/discharging capabilities comparable to SCs, coupled with
superior safety characteristics, reduced cost, and extended cycle life. The proposed system enables charging of the train’s
on-board Al-ion cells from the stationary station’s batteries via a Direct Current (DC) fast charging CAT plug connection
during station stops, while simultaneously capturing regenerative braking energy. An energy management system (EMS)
with proportional-integral (PI) controllers is designed to stabilize the DC bus voltage for both stationary and mobile systems.
Simulation results demonstrate stable DC bus regulation (747.6 V ±1.5% for station, 700 V ±2% for train), effective stateof-charge (SOC) management within 30–100% range, and regenerative energy recovery efficiency exceeding 85%. The
techno-economic analysis validates the superiority of Al-ion cells over conventional supercapacitors, establishing a reliable
solution for smart microgrid integration in localized, high-demand transit systems.
Keywords :
Aluminium-Ion Batteries, Electric Traction, Energy Management System, Microgrid, Regenerative Braking, DC Bus Stabilization, PI Control.
References :
- G. Wang, J. Li, and F. Li, “Electric railway traction power systems: An overview and future trends,” IEEE Trans. Transp. Electrif., vol. 8, no. 2, pp. 2340–2356, Jun. 2022.
- A. B. Kanwar and V. K. Chandrakar, “A comprehensive review on microgrid: Topologies, energy management systems, and control strategies,” IEEE Access, vol. 10, pp. 45678–45695, 2022.
- S. Lu et al., “Regenerative braking energy recovery and energy management strategies for electric vehicles: A review,” Renew. Sustain. Energy Rev., vol. 156, p. 111963, Aug. 2022.
- M. D. H. Alhelou, M. E. H. Golshan, and P. Siano, “Supercapacitor energy storage systems for electric vehicles: A comprehensive review,” IEEE Trans. Power Electron., vol. 36, no. 8, pp. 9045–9062, Aug. 2021.
- M. S. Islam et al., “Aluminium-ion batteries: Developments and challenges,” J. Power Sources, vol. 496, p. 229936, Aug. 2021.
- J. C. G. Iranzo, “Energy management strategies for microgrids with electric vehicles: A review,” Renew. Sustain. Energy Rev., vol. 165, p. 112617, 2022.
- Z. Liu, H. Li, and Y. Li, “Hierarchical energy management for hybrid energy storage in electric vehicles,” IEEE Trans. Veh. Technol., vol. 69, no. 7, pp. 7465–7476, Jul. 2020.
- A. Khalid and A. M. Khan, “Comparative techno-economic analysis of energy storage systems for grid applications,” Energy Storage, vol. 4, no. 2, p. e269, Mar. 2022.
- Y. Zhang et al., “PI controller tuning for DC-DC converters in electric vehicle applications,” IEEE Trans. Ind. Electron., vol. 67, no. 10, pp. 8536–8546, Oct. 2020.
- M. A. Hannan et al., “Battery energy-storage system for electric vehicles: A review,” Renew. Sustain. Energy Rev., vol. 131, p. 110003, Oct. 2020.
The development of modern mass transit systems necessitates highly efficient energy management to address
growing energy consumption and environmental concerns. Contemporary electric traction systems operate as large
microgrid structures featuring distributed active loads, renewable sources, and energy storage devices. A critical limitation
in electrified trains is the restricted capability for energy recovery during regenerative braking phases and extended
charging durations from stationary stations. To overcome these limitations, this paper proposes a novel energy management
and control system for electric traction microgrids that integrates photovoltaic (PV) and wind sources with aluminium-ion
(Al-ion) batteries at stationary microgrid stations, and on-board aluminium-ion (Al-ion) cells as the energy storage system
within the train. This architecture is specifically designed for short-duration, high-power applications such as airport transit
and industrial community transport. While conventional research has utilized supercapacitors (SCs) for their high power
density, this work proposes Al-ion cells due to their fast charging/discharging capabilities comparable to SCs, coupled with
superior safety characteristics, reduced cost, and extended cycle life. The proposed system enables charging of the train’s
on-board Al-ion cells from the stationary station’s batteries via a Direct Current (DC) fast charging CAT plug connection
during station stops, while simultaneously capturing regenerative braking energy. An energy management system (EMS)
with proportional-integral (PI) controllers is designed to stabilize the DC bus voltage for both stationary and mobile systems.
Simulation results demonstrate stable DC bus regulation (747.6 V ±1.5% for station, 700 V ±2% for train), effective stateof-charge (SOC) management within 30–100% range, and regenerative energy recovery efficiency exceeding 85%. The
techno-economic analysis validates the superiority of Al-ion cells over conventional supercapacitors, establishing a reliable
solution for smart microgrid integration in localized, high-demand transit systems.
Keywords :
Aluminium-Ion Batteries, Electric Traction, Energy Management System, Microgrid, Regenerative Braking, DC Bus Stabilization, PI Control.