使用Fuzzy-TOPSIS与工业4.0技术相结合的维护可持续性水平评估方法:一个真实案例研究

J. Patalas-Maliszewska, H. Losyk
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引用次数: 2

摘要

制造业内的可持续发展(SD)活动应与工业4.0 (I4.0)技术实施相结合,以确保持续评估甚至预测SD水平。这种集成应该跨公司所有领域提供,但必须为公司内部实现的每个核心流程严格定义。因此,本研究的主要目的是建立一个新的方法来评估制造公司的维护可持续性(MS)水平,作为一个很好的例子,集成工业4.0技术和SD活动在一个公司内,使用模糊技术的偏好顺序通过理想解决方案的相似性(F-TOPSIS)。本工作的主要贡献如下:1)在工业4.0背景下,通过确定质谱的关键目标,对现有文献进行分析;2)使用F-TOPSIS方法,并基于从125家波兰制造企业获得的经验数据;3)建立综合方法,允许持续监测制造企业内的质谱水平;4)通过在五家波兰制造公司的验证,证明新框架在管理实践中的实用性。制造企业的管理者,由于使用了所提出的方法,可以评估和持续监控管理水平,而工业4.0技术的应用。
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An approach to maintenance sustainability level assessment integrated with Industry 4.0 technologies using Fuzzy-TOPSIS: A real case study
Sustainable development (SD) activities within a manufacturing should be integrated with the Industry 4.0 (I4.0) technologies implementation due to ensure the continuous evaluation and even prediction the SD level. Such integration should be provided cross all company areas but must be strictly defined for each core process realised within a company. Therefore, the main purpose of the study is to build the new approach to assess the maintenance sustainability (MS) level in a manufacturing company, as a good example of integrating I4.0 technologies and SD activities within a company, using Fuzzy Technique for Order of Preference by Similarity to Ideal Solution (F-TOPSIS). The major contributions of the work are as follows: 1) to the existing literature by identification the key objectives of MS, in the context of Industry 4.0 2) using the F-TOPSIS method and based on the empirical data received from 125 Polish manufacturing enterprises, 3) the establishment of the integrated approach, which allow continuous monitor the level of the MS within a manufacturing, 4) demonstrating the usefulness of the fresh framework in managerial practice through its verification in the five Polish manufacturing companies. Managers of manufacturing enterprises, thanks to the use of the proposed approach, may assess and constant monitor the MS level, while application of the I4.0 technologies.
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