Intelligent Look-ahead Energy Management System Design for an Intercity bus using a fuzzy gain scheduling algorithm
Publish place: Automotive Science and Engineering، Vol: 10، Issue: 3
Publish Year: 1399
نوع سند: مقاله ژورنالی
زبان: English
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شناسه ملی سند علمی:
JR_IJAEIU-10-3_005
تاریخ نمایه سازی: 4 دی 1402
Abstract:
Reducing the fuel consumption and energy use in transportation systems are the active research areas in recent years. This paper considers the repetitive mission of the intercity passenger buses as a case for fuel reduction. A look-ahead energy management system is proposed which uses the information about the geometry and speed limits of the road ahead. This data can be extracted using road slope and speed limits database in combination with a GPS unit. A fuzzy gain scheduling algorithm is proposed to improve the performance of the look-ahead control. The road slope and speed limit specifications called road pattern can define some two dimensional regions. The main parameters of the proposed fuzzy look-ahead controller are optimized in each region using the genetic algorithm. The final output of the proposed controller is the desired speed that regularly is fed to the conventional cruise controller with new set points. The simulation results of the proposed energy management system show that the fuel consumption is significantly reduced.
Keywords:
Fuel consumption Journey time Look-ahead control Fuzzy gain scheduling
Authors
Mohammad Saadat
Department of Mechanical Engineering, Najafabad Branch, Islamic Azad University, Najafabad, Iran.
Mohsen Esfahanian
Department of Mechanical Engineering, Isfahan University of Technology, Isfahan, Iran.
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