2016 IEEE Congress on Evolutionary Computation (CEC) 2016
DOI: 10.1109/cec.2016.7748364
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Smart design for ships in a smart product through-life and industry 4.0 environment

Abstract: Abstract-As the world becomes more connected and customer's 'needs and wants' lean more towards bespoke products, the way they are designed and manufactured must adapt. Recognised as the main driver for the future of the manufacturing value chain, Industry 4.0 (i4) is rapidly gaining momentum worldwide. One of the key enablers of the i4 design model to achieve mass customisation manufactured at a mass production cost is the computational intelligence based Computer-Automated Design (CAutoD). This paper demonst… Show more

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Cited by 27 publications
(20 citation statements)
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“…Smart design -Smart design consist of a combination of techniques and tools which aid smart product design, including computational intelligence, SBD, design automation, e.g. In this case, by automating the simulation of product scenario using SBD and computational intelligence techniques, it can helps in the rapid testing and development of innovative design, which in turn translate to better products and revenue [10].…”
Section: Smart Designmentioning
confidence: 99%
See 1 more Smart Citation
“…Smart design -Smart design consist of a combination of techniques and tools which aid smart product design, including computational intelligence, SBD, design automation, e.g. In this case, by automating the simulation of product scenario using SBD and computational intelligence techniques, it can helps in the rapid testing and development of innovative design, which in turn translate to better products and revenue [10].…”
Section: Smart Designmentioning
confidence: 99%
“…According to Ang et al [10]. It makes use of biologically inspired machine learning techniques such as an evolutionary algorithm (EA) to intelligently search and evaluate the design space for innovative and optimal solutions.…”
Section: Hi-tech In Ship Designmentioning
confidence: 99%
“…When electronics have switched from an assistance to human works and activities to a replacement of the human in these activities, the world will have known another revolution: the 4.0 Industry 7 (Brühl, 2015). This new era in the economic and social world is being provoked by the appearance of artificial intelligence and the growing ability of computer and robots (Ang et al, 2016) which are enabling a reduction of cost production in the industry branch, a better use of resources and a more client-oriented strategy -the so-called personalization (Wang et al, 2017). 8 All of that is only possible thanks to a mass data collection:…”
Section: Digital Humanities: a New Era For Linguisticsmentioning
confidence: 99%
“…By connecting the design process to ship operation, an intelligent system based on IoT and big data analytics can be developed to analyse relevant ship operation data captured by onboard sensors and feedback into the design stage to improve energy efficiency for future ship designs. Based on the inputs from smart operation, shipyards can now also predict its customer needs and other possible environmental regulations through business informatics and link up with HFDO to automatically create new hull forms or ship designs which satisfy the latest requirements [36]. Value-added information can also be fed into the design by considering value chain in the constant loop, which may include technical expertise, quality or experiences that are desired by stakeholders or process requirement in the entire ship design and manufacturing workflow [37].…”
Section: Closed-loop Ship Design Manufacturing and Operation Frameworkmentioning
confidence: 99%