Evaluation of a Modified Equivalent Fuel-Consumption Minimization Strategy Considering Engine Start Frequency and Battery Parameters for a Plugin Hybrid Two-wheeler

An appropriate energy management strategy is essential to enhance the performance of hybrid electric vehicles. A novel modified equivalent fuel-consumption minimization strategy (ECMS) is developed considering the engine operating point deviation from the optimum operating line. This paper focuses o...

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Main Authors: Naga Kavitha Kommuri, Andrew McGordon, Antony Allen, Dinh Quang Truong
Format: Article
Language:English
Published: MDPI AG 2020-06-01
Series:Energies
Subjects:
Online Access:https://www.mdpi.com/1996-1073/13/12/3122
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spelling doaj-003c57d10b29459792934cf2c755fa3e2020-11-25T03:11:25ZengMDPI AGEnergies1996-10732020-06-01133122312210.3390/en13123122Evaluation of a Modified Equivalent Fuel-Consumption Minimization Strategy Considering Engine Start Frequency and Battery Parameters for a Plugin Hybrid Two-wheelerNaga Kavitha Kommuri0Andrew McGordon1Antony Allen2Dinh Quang Truong3WMG, University of Warwick, Coventry CV4 7AL, UKWMG, University of Warwick, Coventry CV4 7AL, UKWMG, University of Warwick, Coventry CV4 7AL, UKWMG, University of Warwick, Coventry CV4 7AL, UKAn appropriate energy management strategy is essential to enhance the performance of hybrid electric vehicles. A novel modified equivalent fuel-consumption minimization strategy (ECMS) is developed considering the engine operating point deviation from the optimum operating line. This paper focuses on an all-inclusive evaluation of this modified ECMS with other state-of-art energy management strategies concerning battery ageing, engine switching along with fuel economy and charge sustenance. The simulation-based results of a hybrid two-wheeler concept are analysed, which shows that the modified ECMS offers the highest benefit compared to rule-based controllers concerning fuel economy and reduction in engine switching events. However, the improvement in fuel economy using modified ECMS has significant negative potential effects on critical battery parameters influencing battery ageing. The results are analysed and found consistent for two different drive cycles and three different powertrain component configurations. The results show a significant reduction in fuel consumption of up to 21.18% and a reduction in engine switching events of up to 55% with modified ECMS when compared with rule-based strategies. However, there is a significant increase in battery temperature by 31% and battery throughput by 378%, which plays a major role in accelerating battery ageing. This paper emphasizes the need to consider battery-ageing parameters along with other control objectives for a robust assessment of energy management strategies. This study helps in laying down a foundation for future improvements in energy management development and it also aids in establishing a basis for comparing energy management controllers.https://www.mdpi.com/1996-1073/13/12/3122parallel plugin hybridhybrid two-wheelerload-levelling control (LLC)equivalent fuel-consumption minimization strategy (ECMS)battery ageingfuel economy
collection DOAJ
language English
format Article
sources DOAJ
author Naga Kavitha Kommuri
Andrew McGordon
Antony Allen
Dinh Quang Truong
spellingShingle Naga Kavitha Kommuri
Andrew McGordon
Antony Allen
Dinh Quang Truong
Evaluation of a Modified Equivalent Fuel-Consumption Minimization Strategy Considering Engine Start Frequency and Battery Parameters for a Plugin Hybrid Two-wheeler
Energies
parallel plugin hybrid
hybrid two-wheeler
load-levelling control (LLC)
equivalent fuel-consumption minimization strategy (ECMS)
battery ageing
fuel economy
author_facet Naga Kavitha Kommuri
Andrew McGordon
Antony Allen
Dinh Quang Truong
author_sort Naga Kavitha Kommuri
title Evaluation of a Modified Equivalent Fuel-Consumption Minimization Strategy Considering Engine Start Frequency and Battery Parameters for a Plugin Hybrid Two-wheeler
title_short Evaluation of a Modified Equivalent Fuel-Consumption Minimization Strategy Considering Engine Start Frequency and Battery Parameters for a Plugin Hybrid Two-wheeler
title_full Evaluation of a Modified Equivalent Fuel-Consumption Minimization Strategy Considering Engine Start Frequency and Battery Parameters for a Plugin Hybrid Two-wheeler
title_fullStr Evaluation of a Modified Equivalent Fuel-Consumption Minimization Strategy Considering Engine Start Frequency and Battery Parameters for a Plugin Hybrid Two-wheeler
title_full_unstemmed Evaluation of a Modified Equivalent Fuel-Consumption Minimization Strategy Considering Engine Start Frequency and Battery Parameters for a Plugin Hybrid Two-wheeler
title_sort evaluation of a modified equivalent fuel-consumption minimization strategy considering engine start frequency and battery parameters for a plugin hybrid two-wheeler
publisher MDPI AG
series Energies
issn 1996-1073
publishDate 2020-06-01
description An appropriate energy management strategy is essential to enhance the performance of hybrid electric vehicles. A novel modified equivalent fuel-consumption minimization strategy (ECMS) is developed considering the engine operating point deviation from the optimum operating line. This paper focuses on an all-inclusive evaluation of this modified ECMS with other state-of-art energy management strategies concerning battery ageing, engine switching along with fuel economy and charge sustenance. The simulation-based results of a hybrid two-wheeler concept are analysed, which shows that the modified ECMS offers the highest benefit compared to rule-based controllers concerning fuel economy and reduction in engine switching events. However, the improvement in fuel economy using modified ECMS has significant negative potential effects on critical battery parameters influencing battery ageing. The results are analysed and found consistent for two different drive cycles and three different powertrain component configurations. The results show a significant reduction in fuel consumption of up to 21.18% and a reduction in engine switching events of up to 55% with modified ECMS when compared with rule-based strategies. However, there is a significant increase in battery temperature by 31% and battery throughput by 378%, which plays a major role in accelerating battery ageing. This paper emphasizes the need to consider battery-ageing parameters along with other control objectives for a robust assessment of energy management strategies. This study helps in laying down a foundation for future improvements in energy management development and it also aids in establishing a basis for comparing energy management controllers.
topic parallel plugin hybrid
hybrid two-wheeler
load-levelling control (LLC)
equivalent fuel-consumption minimization strategy (ECMS)
battery ageing
fuel economy
url https://www.mdpi.com/1996-1073/13/12/3122
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