Lean rules extraction methodology for lean PSS design via key performance indicators monitoring

Mourtzis, Dimitris; Fotia, Sophia; Vlachou, Ekaterini

doi:10.1016/j.jmsy.2016.12.014

Cited by 44 publications

(17 citation statements)

References 19 publications

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“…The second is that automation applied to an inefficient operation will magnify the inefficiency" [35]. Although researches [20,74,182] have been performed studies applying lean production to develop sustainability in I4.0 environments, we still suggest future researches that integrate concepts of lean production and I4.0, because many companies are struggling to implement both concepts, and studies are showing that lean production and I4.0 support each other in practice in order to achieve a more sustainable production [24,35,183,184]. Therefore, I4.0 can be further exploited for sustainable production, mainly through efficiency improvements, reduced resource consumption and waste generation [166].…”

Section: F Industry 40 and Lean Productionmentioning

confidence: 99%

Link Between Sustainability and Industry 4.0: Trends, Challenges and New Perspectives

et al. 2020

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The increasing number of studies that underline the relationship between industry 4.0 and sustainability shows that sustainability is one of the pillars of smart factories. Through a bibliometric performance and network analysis (BPNA), this research describes the existing relationship between industry 4.0 and sustainability, the strategic themes from 2010 to March 2019, as well as the research gaps for proposing future work. With this goal in mind, 894 documents and 5621 keywords were included for bibliometric analysis, which were treated with the support of Science Mapping Analysis Software Tool (SciMAT). The bibliometric performance analysis presented the number of publications over time and the most productive journals. The strategic diagram shown 12 main research clusters, which were measured according to bibliometric indicators. Moreover, the network structure of each cluster was depicted, and the patterns found were discussed based on the documents associated to the network. Our findings show the scientific efforts are focused to enhance economic and environmental aspects and highlights a lack of effort relating the social sphere. Finally, the paper concludes the challenges, perspectives, and suggestions for the potential future work in the field of study relating to industry 4.0 and sustainability.

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Section: F Industry 40 and Lean Productionmentioning

confidence: 99%

Link Between Sustainability and Industry 4.0: Trends, Challenges and New Perspectives

et al. 2020

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“…In detail, few studies investigated the relationship between hyperautomation and PSS, mainly focusing on the application of data mining algorithms for the evaluation and management of PSS (Wiesner et al, 2017;Shimomura et al, 2018). Issues related to multiexperience were partially covered by analyzing the use of augmented reality equipment and smart devices for the maintenance and monitoring of industrial plants with a Product-Service approach (Mourtzis et al, 2017).…”

Section: Pss and Emerging Technological Issuesmentioning

confidence: 99%

Research on product-service systems: topic landscape and future trends

Barravecchia

Franceschini

Mastrogiacomo

et al. 2021

JMTM

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PurposeThe paper attempts to address the following research questions (RQs): RQ1: What are the main research topics within PSS research? RQ2: What are future trends for PSS research?Design/methodology/approachTwenty years of research (1999–2018) on product-service systems (PSS) produced a significant amount of scientific literature on the topic. As the PSS field is relatively new and fragmented across different disciplines, a review of the prior and relevant literature is important in order to provide the necessary framework for understanding current developments and future perspectives. This paper aims to review and organize research contributions regarding PSS. A machine-learning algorithm, namely Latent Dirichlet Allocation, has been applied to the whole literature corpus on PSS in order to understand its structure.FindingsThe adopted approach resulted in the definition of eight distinct and representative topics able to deal adequately with the multidisciplinarity of the PSS. Furthermore, a systematic review of the literature is proposed to summarize the state-of-the-art and limitations in the identified PSS research topics. Based on this critical analysis, major gaps and future research challenges are presented and discussed.Originality/valueOn the basis of the results of the topic landscape, the paper presents some potential research opportunities on PSSs. In particular, challenges, transversal to the eight research topics and related to recent technology trends and digital transformation, have been discussed.

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“…Lean can be applied from the early design phase in the form of Lean keys performance indicators [17] or Lean design rules [18].…”

Section: Positioningmentioning

confidence: 99%

Framework for resolving problems resulting from lean integration from the early design phases of production 3D printing machine

Slim¹,

Houssin²,

Coulibaly³

et al. 2021

FME Transactions

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We focus on improving the performance of production machines (timesaving, flexibility, cost-effectiveness, safety) from the early design phase. Lean integration during the design phases might be a more appropriate solution, but this could be a source of some contradictions related to the machine performance and the usage requirements. In this paper, we propose an approach, based on Lean and Inventive Design Methodology (IDM-TRIZ), to identify and resolve these contradictions due to the Lean integration and also to provide innovative technical solutions. The approach is illustrated by the integration of the functionalities of the ''Single Minute of Exchange of Dies'' (SMED) and the ''5S'' method from the early design phase. A case study about the ''3D printer clogged nozzle'' outlines the feasibility of the proposed approach.

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Lean rules extraction methodology for lean PSS design via key performance indicators monitoring

Cited by 44 publications

References 19 publications

Link Between Sustainability and Industry 4.0: Trends, Challenges and New Perspectives

Link Between Sustainability and Industry 4.0: Trends, Challenges and New Perspectives

Research on product-service systems: topic landscape and future trends

Framework for resolving problems resulting from lean integration from the early design phases of production 3D printing machine

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