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Challenges of micro/mild hybridisation for construction machinery and applicability in UK
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Dinh, Quang Truong, Marco, James, Greenwood, David G., Harper, L., Corrochano, D. G. and Yoon, J. I. (2018) Challenges of micro/mild hybridisation for construction machinery and applicability in UK. Renewable and Sustainable Energy Reviews , 91 . pp. 301-320. doi:10.1016/j.rser.2018.03.027 ISSN 1879-0690.
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Official URL: https://doi.org/10.1016/j.rser.2018.03.027
Abstract
In recent years, micro/mild hybridisation (MMH) is known as a feasible solution for powertrain development with high fuel efficiency, less energy use and emission and, especially, low cost and simple installation. This paper focuses on the challenges of MMH for construction machines and then, pays attention to its applicability to UK construction machinery.
First, hybrid electric configurations are briefly reviewed; and technological challenges towards MMH in construction sector are clearly stated. Second, the current development of construction machinery in UK is analysed to point out the potential for MMH implementation. Thousands of machines manufactured in UK have been sampled for the further study. Third, a methodology for big data capturing, compression and mining is provided for a capable of managing and analysing effectively performances of various construction machine types. By using this method, 96% of data memory can be reduced to store the huge machine data without lacking the necessary information. Forth, an advanced decision tool is built using a fuzzy cognitive map based on the big data mining and knowledge from experts to enables users to define a target machine for MMH utilization. The numerical study with this tool on the sampled machines has been done and finally realized that one class of heavy excavators is the most suitable to apply MMH technology.
| Item Type: | Journal Article | |||||||||||||||||||||
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| Subjects: | T Technology > TH Building construction T Technology > TL Motor vehicles. Aeronautics. Astronautics |
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| Divisions: | Faculty of Science, Engineering and Medicine > Engineering > WMG (Formerly the Warwick Manufacturing Group) | |||||||||||||||||||||
| Library of Congress Subject Headings (LCSH): | Hybrid electric vehicles, Construction equipment, Data mining | |||||||||||||||||||||
| Journal or Publication Title: | Renewable and Sustainable Energy Reviews | |||||||||||||||||||||
| Publisher: | Pergamon | |||||||||||||||||||||
| ISSN: | 1879-0690 | |||||||||||||||||||||
| Official Date: | August 2018 | |||||||||||||||||||||
| Dates: |
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| Volume: | 91 | |||||||||||||||||||||
| Page Range: | pp. 301-320 | |||||||||||||||||||||
| DOI: | 10.1016/j.rser.2018.03.027 | |||||||||||||||||||||
| Status: | Peer Reviewed | |||||||||||||||||||||
| Publication Status: | Published | |||||||||||||||||||||
| Access rights to Published version: | Restricted or Subscription Access | |||||||||||||||||||||
| Date of first compliant deposit: | 21 March 2018 | |||||||||||||||||||||
| Date of first compliant Open Access: | 1 June 2019 | |||||||||||||||||||||
| RIOXX Funder/Project Grant: |
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