A service-oriented dynamic multi-level maintenance grouping strategy based on prediction information of multi-component systems

Chang, Fengtian; Zhang, Chao; Xiao, Zhongdong; Wang, Chuang

doi:10.1016/j.jmsy.2019.09.005

Cited by 43 publications

(20 citation statements)

References 27 publications

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“…The data on the frequency with which each topic has been addressed are contained in the following table (Table 5). The research topic that most frequently appears in the papers analysed involves performance (21.51%), which is studied from the perspective of different theories, such as Contingency theory (Ceci & Masini, 2011), Linear programming (Geng, Chu, Xue & Zhang, 2011), Resource dependence theory (Shah, Jajja, Chatha & Farooq, 2020;Chang et al, 2019), Agency theory (Datta, 2020), Game theory (Arabi, Mansour & Shokouhyar, 2018;Gómez & Heredero, 2013;Hezarkhani, 2017;Lee et al, 2016) and Resource-based theory (Fang, Palmatier & Steenkamp, 2008;Yan et al, 2020;Zhang et al, 2019), These results are consistent with those reported by Wang, Lai, and Shou (2018), identifying numerous studies that analyse the impact that servitization has on performance.…”

Section: Discussion Of Resultssupporting

confidence: 75%

“…Strategy has been analysed mainly through Resource dependence theory (Chang et al, 2019;Li et al, 2015); Contingency theory (Pleshko & Heiens, 2011;Pleshko, Heiens & Peev, 2014) and Game theory (Chang et al, 2019;Hsieh & Yeh, 2018;Li, Ji, Chen & Jiao, 2017;Wang, Zheng, Zhao & Tian, 2019;Zhong, 2014). Baines, Lightfoot, Peppard, Johnson, Tiwari, Shehab et al (2009b) for example, have already highlighted the strategic importance of servitizing the manufacturing sector, analysing industrial firms' internal production and support operations to ensure the effective and efficient delivery of products and their closely associated services.…”

Section: Research Topicsmentioning

confidence: 99%

“…Sustainability has been addressed through sundry approaches, such as Institutional theory (Stål & Corvellec, 2018); Social practice theory (Retamal & Schandl, 2018;Sousa-Zomer & Miguel, 2016); Game theory (Arabi et al, 2018;Chang et al, 2019;Hezarkhani, 2017), and Resource-based theory (Leismann, Schmitt, Rohn & Baedeker, 2013).…”

Section: Research Topicsmentioning

confidence: 99%

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A review of servitization theoretical foundations

Martín

Garrido

2021

JIEM

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Purpose: This study seeks to analyse how the servitization topic has been addressed through different theoretical approaches. More specifically, the aim is to answer two key questions: What theoretical approaches have been used to study the phenomenon of servitization? What specific aspects of the servitization process have been analysed through each theoretical approach?Design/methodology/approach: This paper adopts a systematic literature review. The first step involves a descriptive analysis, which is then followed by a thematic one.Findings: The results show that the topic of servitization has been analysed according to the main boundary of the firm theories (Resource-based view, Game theory, and Transaction cost economics) and to organizational boundaries (Contingency theory and Resource dependence theory), among others. From the perspective of these theoretical frameworks, the following topics have received the most scholarly attention: Performance, Capabilities, Supply Chain Management, Business Model, Strategy, and Sustainability.Originality/value: Observations are made on the relevance that diverse theories have on the development of research into servitization. The most suitable theoretical lenses are recommended for future research.

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Section: Discussion Of Resultssupporting

confidence: 75%

Section: Research Topicsmentioning

confidence: 99%

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A review of servitization theoretical foundations

Martín

Garrido

2021

JIEM

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“…Degradation acceleration factor and service age regression factor are used to model imperfect maintenance. Equation (8) shows the failure intensity function change before and after maintenance, and Fig. 4 shows the failure intensity curve.…”

Section: Service Age Regression Factormentioning

confidence: 99%

“…Otherwise, the economic dependence is negative. Owing to the close relationship between the cost of maintenance and economic dependence, the influence of economic dependence has been considered and studied in many aspects of formulating maintenance strategy [6][7], such as determining the time to execute maintenance [8][9], selecting the objective components [10], calculating the inspection interval [11] and so on. Structural dependence means that maintenance of one component requires the disassembly or maintenance of other components [12].…”

Section: Introductionmentioning

confidence: 99%

Group maintenance strategy of CNC machine tools considering three kinds of maintenance dependence and its optimization

Sun

Chen

et al. 2021

Int J Adv Manuf Technol

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Unreasonable maintenance strategies will increase maintenance costs and reduce the efficiency of CNC (Computer Numerical Control) machine tools. Therefore, not only the degradation state of components but also their coupling effect should be considered to obtain a scientific and reasonable system-level maintenance strategy because of the dependence among different components of CNC machine tools. This study proposes a group maintenance strategy of CNC machine tools considering economic, structural, and stochastic dependence among critical components and optimizes the group maintenance strategy. The model of group maintenance of CNC machine tools is composed of four sub-models: sub-model of component degression, sub-model of group maintenance decisions, sub-model of imperfect maintenance, sub-model of maintenance cost. Utilizing the model of group maintenance of CNC machine tools, the time, objective, and measures of maintenance can be decided according to the degression state and failures. And then, the cost of each maintenance can be calculated. In the group maintenance model, economic dependence and structural dependence among components are quantified by cost, while stochastic dependence is quantified by failure intensity. On that basis, the Monte Carlo method is used to simulate the machine tool operation process and the long-term maintenance cost of CNC machine tools corresponding to a certain failure intensity threshold is calculated. Finally, Genetic Algorithm is used to optimize the failure intensity thresholds of preventive and group maintenance. A numerical example verifies the effectiveness of the proposed optimization method for group maintenance strategy.

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A novel predict-prevention quality control method of multi-stage manufacturing process towards zero defect manufacturing

Zhao

Yao

2023

Adv. Manuf.

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A service-oriented dynamic multi-level maintenance grouping strategy based on prediction information of multi-component systems

Cited by 43 publications

References 27 publications

A review of servitization theoretical foundations

A review of servitization theoretical foundations

Group maintenance strategy of CNC machine tools considering three kinds of maintenance dependence and its optimization

A novel predict-prevention quality control method of multi-stage manufacturing process towards zero defect manufacturing

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