An active preventive maintenance approach of complex equipment based on a novel product-service system operation mode

Wang, Ning; Ren, Shengnan; Liu, Yang; Yang, Miying; Wang, Jin; Huisingh, Donald

doi:10.1016/j.jclepro.2020.123365

Cited by 66 publications

(36 citation statements)

References 70 publications

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“…The author contributes towards the perception of consumers towards digitalization of the product-service system. Wang et al (2020) presented a predictive maintenance approach based on PSS mode. The main aim of the study was to integrate the PSS delivery process with other maintenance activities to provide better control to their product.…”

Section: Smart Product-service Systemmentioning

confidence: 99%

Nexus of circular economy and sustainable business performance in the era of digitalization

Agrawal

Wankhede

Kumar

et al. 2021

IJPPM

177

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PurposeThis study aims to conduct a comprehensive review and network-based analysis by exploring future research directions in the nexus of circular economy (CE) and sustainable business performance (SBP) in the context of digitalization.Design/methodology/approachA systematic literature review methodology was adopted to present the review in the field of CE and SBP in the era of digitalization. WOS and SCOPUS databases were considered in the study to identify and select the articles. The bibliometric study was carried out to analyze the significant contributions made by authors, various journal sources, countries and different universities in the field of CE and SBP in the era of digitalization. Further, network analysis is carried out to analyze the collaboration among authors from different countries.FindingsThe study revealed that digitalization could be a great help in developing sustainable circular products. Moreover, the customers' involvement is necessary for creating innovative sustainable circular products using digitalization. A move toward the product-service system was suggested to accelerate the transformation toward CE and digitalization.Originality/valueThe paper discusses digitalization and CE practices' adoption to enhance the SP of the firms. This work's unique contribution is the systematic literature analysis and bibliometric study to explore future research directions in the nexus of CE and SP in the context of digitalization. The present study has been one of the first efforts to examine the literature of CE and SBP integration from a digitalization perspective along with bibliometric analysis.

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Section: Smart Product-service Systemmentioning

confidence: 99%

Nexus of circular economy and sustainable business performance in the era of digitalization

Agrawal

Wankhede

Kumar

et al. 2021

IJPPM

177

View full text Add to dashboard Cite

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“…It is more complex when two preventive maintenance programs coincide. For example, labor shortage or lack of equipment for PM maintenance makes it difficult to perform the PM process on different machines simultaneously [4]. Since the maintenance team is unable to perform more than one maintenance at a time, the maintenance schedule should be changed so that no more than one maintenance is scheduled at a time [5].…”

Section: Introductionmentioning

confidence: 99%

A New Multiobjective Time-Cost Trade-Off for Scheduling Maintenance Problem in a Series-Parallel System

Tavassoli

Massah

Montazeri

et al. 2021

Mathematical Problems in Engineering

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In this paper, a modified model of Nondominated Sorting Genetic Algorithm 2 (NSGA-II), which is one of the Multiobjective Evolutionary Algorithms, is proposed. This algorithm is a new model designed to make a trade-off between minimizing the cost of preventive maintenance (PM) and minimizing the time taken to perform this maintenance for a series-parallel system. In this model, the limitations of labor and equipment of the maintenance team and the effects of maintenance issues on manufacturing problems are also considered. In the mathematical model, finding the appropriate objective functions for the maintenance scheduling problem requires all maintenance costs and failure rates to be integrated. Additionally, the effects of production interruption during preventive maintenance are added to objective functions. Furthermore, to make a better performance compared with a regular NSGA-II algorithm, we proposed a modified algorithm with a repository to keep more unacceptable solutions. These solutions can be modified and changed with the proposed mutation algorithm to acceptable solutions. In this algorithm, modified operators, such as simulated binary crossover and polynomial mutation, will improve the algorithm to generate convergence and uniformly distributed solutions with more diverse solutions. Finally, by comparing the experimental solutions with the solutions of two Strength Pareto Evolutionary Algorithm 2 (SPEA2) and regular NSGA-II, MNSGA-II generates more efficient and uniform solutions than the other two algorithms.

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“…One can easily incorporate covariates by formulating the scale parameter as a function of a random variable and covariate. Moreover, this proposed Gamma degradation model was tested by [ 46 ] for the existence of a variability in the degradation rate across a population of products.…”

Section: Introductionmentioning

confidence: 99%

Condition-based maintenance policy for a leased reman product

Husniah

Pasaribu

Wangsaputra

et al. 2021

Heliyon

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Many firms prefer to lease rather than to buy a product as leasing does not require a large investment cost. Leased products can be brand new products or remanufactured products (henceforth referred to as reman products). The market of reman products has grown in the last two decades due to the increasing concern of sustainability issues. This in turn brings a positive impact on the demand of leased reman products. In general, the reliability of the reman product is closed to the reliability level of a new product. To guarantee a high performance of a leased reman product, a more effective maintenance strategy is required. In this paper, we investigate a condition-based maintenance (CBM) policy to be used for maintaining a lease reman product. With the CBM policy, the condition of the reman product is monitored and controlled periodically, and hence it can avoid failure before it occurs and reduce unnecessary maintenance actions. This in turn improves the performance of the leased reman product and provides more value to the lessee. The lessor will incur a penalty cost if the performance is below a predefined threshold value. We obtain the optimal inspection interval minimizing the expected total cost and provide the numerical example for illustrating the optimal solution.

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An active preventive maintenance approach of complex equipment based on a novel product-service system operation mode

Cited by 66 publications

References 70 publications

Nexus of circular economy and sustainable business performance in the era of digitalization

Nexus of circular economy and sustainable business performance in the era of digitalization

A New Multiobjective Time-Cost Trade-Off for Scheduling Maintenance Problem in a Series-Parallel System

Condition-based maintenance policy for a leased reman product

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