Paper Info
Title
Battery lifetime-aware automotive climate control for electric vehicles
Abstract
Electric Vehicle (EV) optimization involves stringent constraints on driving range and battery lifetime. Sophisticated embedded systems and huge number of computing resources have enabled researchers to implement advanced Battery Management Systems (BMS) for optimizing the driving range and battery lifetime. However, the Heating, Ventilation, and Air Conditioning (HVAC) control and BMS have not been considered together in this optimization. This paper presents a novel automotive climate control methodology that manages the HVAC power consumption to improve the battery lifetime and driving range. Our experiments demonstrate that the HVAC consumption is considerable and flexible in an EV which significantly influences the driving range and battery lifetime. Hence, this influence on the above-mentioned constraints has been modeled and analyzed precisely, then it has been considered thoroughly in the EV optimization process. Our methodology provides significant improvement in battery lifetime (on average 14%) and average power consumption (on average 39% reduction) compared to the state-of-the-art methodologies.
Year
DOI
Venue
2015
10.1145/2744769.2744804
DAC
Keywords
Field
DocType
battery lifetime-aware automotive climate control,electric vehicles,EV optimization,embedded systems,battery management systems,BMS,heating ventilation and air conditioning control,HVAC control,HVAC power consumption
Logic synthesis,Air conditioning,Computer science,Electric vehicle,HVAC,Electronic engineering,Driving range,Battery (electricity),Power consumption,Automotive industry
Conference
ISSN
Citations 
PageRank 
0738-100X
16
0.88
References 
Authors
7
2
Name
Order
Citations
PageRank
Korosh Vatanparvar113416.20
Mohammad Abdullah Al Faruque262765.35