The Performance of Adaptive Approach in Lean and Green Operations

In recent years, the manufacturing sector has been pressured with global warming and resource scarcity. This issue has triggered the industry to seek for solutions to improve the sustainability of their production. Based on literature study, the main components of an organisation consists of manpowe...

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Bibliographic Details
Published in:MATEC web of conferences 2021, Vol.333, p.6006
Main Authors: Leong, Wei Dong, Lam, Hon Loong, Tan, Chee Pin, Ponnambalam, Sg
Format: Article
Language:English
Subjects:
Adaptive algorithms
Back propagation
Manpower
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Summary:In recent years, the manufacturing sector has been pressured with global warming and resource scarcity. This issue has triggered the industry to seek for solutions to improve the sustainability of their production. Based on literature study, the main components of an organisation consists of manpower, machine, money, material and environment. Thus, the fundamentals need to be addressed to improve the production performance. In this study, an adaptive lean and green approach is presented to identify the priority areas that can improve the organisation performance. Backpropagation algorithm is incorporated into the adaptive model to analyse the dynamic performance of the organisation. However, the input of industry expert is required to prioritise the initial input of the main components. This is relatively important as prioritisation of main components defer from sectors. A case study will be illustrated with the adaptive lean and green model. Operation improvements shall be observed through the implementation of the proposed method.
ISSN:2261-236X
2274-7214
2261-236X
DOI:10.1051/matecconf/202133306006