Optimal Energy Efficiency in a Mass Rapid Transit System Through DC Traction Substation Voltage Control Utilizing Particle Swarm Optimization
บทความในวารสาร
ผู้เขียน/บรรณาธิการ
กลุ่มสาขาการวิจัยเชิงกลยุทธ์
รายละเอียดสำหรับงานพิมพ์
รายชื่อผู้แต่ง: Waiard Saikong , Banri Khemkladmuk , Chaiyut Sumpavakup , Chanchai Techawatcharapaikul and Thanatchai Kulworawanichpong
ผู้เผยแพร่: Institution of Engineering and Technology (IET)
ปีที่เผยแพร่ (ค.ศ.): 2025
ชื่อย่อของวารสาร: IET Electrical Systems in Transportation
Volume number: 2025
หน้าแรก: 1
หน้าสุดท้าย: 14
จำนวนหน้า: 14
นอก: 2042-9738
eISSN: 2042-9746
URL: https://ietresearch.onlinelibrary.wiley.com/doi/10.1049/els2/5531109
ภาษา: English-United States (EN-US)
บทคัดย่อ
This article discusses voltage level modifications in urban mass transit traction substations, focusing on DC railway substations, to reduce power consumption and improve energy efficiency. Substation voltage settings are usually adjusted by a skilled designer using practical judgment and design acumen. To maximize operations, all traction substation voltage levels are automatically adjusted to the same value. This arrangement works well and may not have affected the power supply system. This design often causes operations to deviate from optimal performance, perhaps reducing energy efficiency. This research seeks to determine the optimal traction substation voltage setting that minimizes total energy consumption of DC electric railways. A simulation-based approach is applied using train movement data and voltage variation scenarios. The proposed designs are linear, V-shaped, and f ixed-voltage. Additionally, particle swarm optimization (PSO) is an effective way to find the best design. The Bangkok Transit System (BTS) Sukhumvit line is used for testing. Reduction by the linear framework, energy consumption may be 2.341% lower than the base case. By the PSO, the results in 30 trial test runs suggest a 6.107% energy consumption reduction from baseline.
คำสำคัญ
Energy management, Voltage control