Form design of CNC machine tools using SVM-Kansei engineering model

Wang, Kun‐Chieh; Liang, Jung-Chin; Lin, Yucai

doi:10.1109/icsmc.2008.4811265

Cited by 2 publications

(3 citation statements)

References 15 publications

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“…This indicates progress in the design of machine tools, broadening the design parameters which, in general, only treat functional and ergonomic aspects from an anthropometric and biomechanical point of view. Highlighting here the contributions [170][171][172] that analyze the relationship between the worker and the machine-tool CNC with regard to the affections and emotions provoked by the interface; Wang et al [173] provided a new focus based on the combination of Kansei engineering and "support vector machine scheme," to determine the design parameters related with semantics and the usability of the machine-tool; Lan et al [35] used genetic algorithm combined with Kansei engineering to select the colors of the interface.…”

Section: Human-machine (H-m) Interactionmentioning

confidence: 99%

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A Review of Sustainable Machining Engineering: Optimization Process Through Triple Bottom Line

Álvarez

Bárcena

González

2016

Journal of Manufacturing Science and Engineering

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The studies about sustainable manufacturing engineering (SME) contain an increasing body of knowledge, motivated by the rising interest in the processes lifecycle sustainability. Its continuous improvement and optimization (including sustainability criteria) has become an emerging necessity. For this reason, new clean technologies and proposals of work methods are required; they have to integrate the ecological and social dimensions at an operational level in the manufacturing processes, maintaining the economic and technical feasibility attained up to this moment. However, a unified framework does not exist to orientate the lines of research in optimization when applied to sustainability. In this sense, the article reviews studies from scientific literature about sustainable machining developed in the last 15 years. The review has been carried out from the triple bottom-line (TBL) perspective, defined by the three general sustainability dimensions (economy, ecology, and equity). It contributes to the literature and current machining engineering knowledge, with its involvement in mitigating the metabolic rift. The results from the review have allowed to characterize the investigation effort, with regard to the optimization of the sustainable machining processes; even though numerous studies exist which optimize machining operations (with the aim to find the trade-off between different environmental and equity factors), in general, the technical and economic feasibilities are still the priority. The patterns defined through the analysis of the publications have established the current development trend; furthermore, as a consequence of the review results, we propose an outline of articulated lines of investigation with the aim to mitigate the metabolic rift through triple bottom-line, necessary so that machining engineering assumes the goal of finding the balance to achieve integral sustainability.

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Section: Human-machine (H-m) Interactionmentioning

confidence: 99%

“…[178,183,184] Refs. [35] and [170][171][172][173]191,192 (2) Minimizing the process' economic, environmental and social impact: control of the "nonreusable and waste streams. "…”

Section: Eqymentioning

confidence: 99%

A Review of Sustainable Machining Engineering: Optimization Process Through Triple Bottom Line

Álvarez

Bárcena

González

2016

Journal of Manufacturing Science and Engineering

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“…On the other hand it will be proposed that the scope of application of this methodology fence beyond the industrial product (traditional object of application) [2], focusing this application in a lean manufacturing system at a macro level (industrial plant), meso (work stations) and micro (tools). The incorporation of the Kansei-Chisei Engineering will be respecting the principles of Lean Manufacturing.…”

Section: Objectivesmentioning

confidence: 99%

Innovation in Lean Manufacturing by Kansei-Chisei Engineering

Córdoba

González

Lama-Ruiz

et al. 2016

MSF

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This article forms part of the research for innovation in intelligent systems and sustainable production in a social approach, with the aim of formulating a neuroscientific model for the application of Kansei-Chisei Engineering in Lean manufacturing environments, in the metal-mechanical sector. In the area of ergonomics design of environments and products has developed from a practical rational approaches to design emotional solutions incorporating affective design with Kansei engineering design. This paper describes the main objectives for methodological development based on Kansei-Chisei Engineering for application to design Lean manufacturing environments, the main background, current state of art and objectives.

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Form design of CNC machine tools using SVM-Kansei engineering model

Cited by 2 publications

References 15 publications

A Review of Sustainable Machining Engineering: Optimization Process Through Triple Bottom Line

A Review of Sustainable Machining Engineering: Optimization Process Through Triple Bottom Line

Innovation in Lean Manufacturing by Kansei-Chisei Engineering

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