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Electric vehicle power system in intelligent manufacturing based on soft computing optimization.
Heliyon
November 2024
School of automotive engineering, Wuhan university of technology, Wuhan City, 430070, China.
Soft computing technology has attracted extensive attention in computer engineering and automatic control domains because it can deal with uncertainties, fuzziness, and complex practical problems. This study adopts a Genetic Algorithm (GA) in soft computing technology to realize the cooperative optimization of electric vehicle's dynamic and economic performance. The advantage of soft computing technology lies in its adaptability to uncertainty, fuzziness, and complex practical problems, making GA an effective tool for solving complex optimization problems.
View Article and Find Full Text PDFThis study proposes a novel typology of adaptation to hazards-a conversion strategy as a countermeasure to manage risks in interconnected supply chains. Conversion strategies are intended to transform one or multiple supply chain functions for a different one to manage the changing environment. Supply chain disruptions due to natural hazards have been researched in key manufacturing-based economies like Thailand, the US, Japan, and China.
View Article and Find Full Text PDFInterpretable artificial neural networks for retrospective QbD of pharmaceutical tablet manufacturing based on a pilot-scale developmental dataset.
Int J Pharm
February 2023
Department of Organic Chemistry and Technology, Faculty of Chemical Technology and Biotechnology, Budapest University of Technology and Economics, Műegyetem rkp. 3., H-1111 Budapest, Hungary.
As the pharmaceutical industry increasingly adopts the Pharma 4.0. concept, there is a growing need to effectively predict the product quality based on manufacturing or in-process data.
View Article and Find Full Text PDFA non-intrusive Industry 4.0 retrofitting approach for collaborative maintenance in traditional manufacturing.
Comput Ind Eng
February 2022
Departamento de Informática, Universidad de Valladolid, Valladolid, Spain.
The recent COVID-19 outbreak impact on the world economy has boosted the increasing business needs to force manufacturing plants adapting to unpredictable changes and ensuring the continuity of industrial production. The demand for asset monitoring solutions and specialised support at the shop floor has become an increasingly important digital priority in industry that pushes human-machine technological upgrades leading to digital workforce skills assessment. In the case of traditional manufacturing, Small and Medium-sized Enterprises (SMEs) face the challenge of managing digital technologies and Industry 4.
View Article and Find Full Text PDFLizard osteoderms - Morphological characterisation, biomimetic design and manufacturing based on three species.
Bioinspir Biomim
October 2021
Department of Mechanical Engineering, University College London, London WC1E 7JE, United Kingdom.
Osteoderms (OD) are mineralised dermal structures consisting mainly of calcium phosphate and collagen. The sheer diversity of OD morphologies and their distribution within the skin of lizards makes these reptiles an ideal group in which to study ODs. Nonetheless, our understanding of the structure, development, and function of lizard ODs remains limited.
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