Disassembly planning and sequencing for end-of-life products with RFID enriched information

Wan, Hung-da; Gonnuru, Venkata Krishna

doi:10.1016/j.rcim.2012.05.001

Cited by 51 publications

(13 citation statements)

References 17 publications

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“…(1) Material Flows Arrangement for supplying raw materials and assembly parts and/or component from direct or indirect vendors and/or suppliers [4,7,25,26,39,44] (2) Assembly/Dis-assembly related activity Production facilities needed for assembly/disassembly (i.e., manual/semi-automated/automated processes) associated activities [5,6,12,28,[45][46][47] (3) Reuse related activity Manufacturing infrastructure and facilities needed for cleaning, handling, sorting, inspecting and testing activities [5,12,27,30,[47][48][49] (4) Remanufacture related activity Manufacturing infrastructure and facilities needed for rectifying, repairing and replacing parts and/or components [5,12,27,30,31,[47][48][49] (5) Recycle related activity Manufacturing infrastructure and reprocessing facilities needed for shredding, separating, sorting, inspecting and testing [5,11,12,27,30,32,33,37,38,[47][48][49] (6) Disposal Treatment…”

Section: Ctr Operations Descriptionmentioning

confidence: 99%

“…Although there are worldwide environmental authorities, such as governmental bodies and agencies, suppliers, manufacturers, distributors, retailers etc., that have emphasised on the development of sustainable manufacturing along a supply chain, total waste minimisation over its product lifecycle is still not easy to achieve at a satisfactory level [4][5][6][7][8]. One of the primary reasons is that there are dispositions alternatives for achieving increased used product utilisation upon returns [5,6,[9][10][11][12][13][14][15][16]. The outcome of a large number of surveys involving more than 4000 managers from 113 countries by the Boston Consulting Management Group, has also revealed that 70% of global manufacturers and commercial product service providers have been implementing sustainable product design in their corporate strategy for the last six years, and nearly 20% have done so for the last two years [17].…”

Section: Introductionmentioning

confidence: 99%

“…For example, those parts and/or components are to be directly reused, remanufactured, recycled, and disposed entirely from the returns stream, which is a practical challenge. The disposition alternatives need to take various manufacturing processes into considerations [11,28,[32][33][34]. Therefore, the appropriate disposition for those parts, and/or components can generate increased recovery utilisation value over its product lifecycle [34][35][36].…”

mentioning

confidence: 99%

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Building Model-Driven Decision Support System in Product Redesign Plan

Kuik

Diong

2019

Designs

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Product recovery strategy requires a thoughtful consideration of environmental implications of operational processes, undergone by a manufactured product in its entire product lifecycle, from stages of material processing, manufacturing, assembly, transportation, product use, product post-use and end-of-life. At the returns stream from product use stage, those parts and/or component assemblies from a used product have several disposition alternatives for recovery, such as direct reuse, remanufacture, recycle or disposal. Due to such complexity of the manufacturing processes in recovery, current decision methodologies focus on the performance measures of cost, time, waste and quality separately. In this article, an integrated decision model for used product returns stream is developed to measure the recovery of utilisation value in the aspects of cost, waste, time, and quality collectively. In addition, we proposed a model-driven decision support system (DSS) that may be useful for manufacturers in making recovery disposition alternatives. A case application was demonstrated with the use of model-driven DSS to measure recovery utilisation value for the used product disposition alternatives. Finally, the future work and contributions of this study are discussed.Designs 2019, 3, 18 2 of 21 recovery utilisation potential for the used manufactured products [18][19][20][21][22][23][24][25][26]. The existing research on product recovery focuses on various aspects of post-use operations, including environmentally conscious manufacturing and product recovery operations, reverse logistics plan, green supply chain management, product redesign plan, sustainable supply chain management and 3R methodologies (i.e., reuse/remanufacture/recycle related activities) [3,[13][14][15][27][28][29].Many companies found the use of real-time communication to surpass expectations, therefore allowing them to effectively analyse different data streams and create new policies or processes that benefit the company as a whole. The manufacturing industry has far superseded any other industry with its improvements on effectiveness and efficiency after implementing the advanced decision support system and communication technologies. The information age saw a shift in consumer behaviour, from physical purchases to online ones. These consumer behaviours have additionally forced businesses to rethink and reshape the methods in which they perform everyday processes, communicate with customers and plan for future events. This also includes the product lifecycle management for manufacturers by considering actual performance measures of used product in the aspects of cost, time, waste and quality.In today's dynamic environment, substantial interest in sustainability by customers, businesses owners, governments, and community awareness is also driving many sectors in the manufacturing industries to engage with product recovery strategy and its implementation. Until now, numerous industry practitioners are still struggling with product redesign plans from ...

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Section: Ctr Operations Descriptionmentioning

confidence: 99%

Section: Introductionmentioning

confidence: 99%

mentioning

confidence: 99%

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Building Model-Driven Decision Support System in Product Redesign Plan

Kuik

Diong

2019

Designs

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“…Several researchers propose estimation schemes for residual values using data-driven methods such as linear multiple regression, kriging techniques, artificial neural networks, and fuzzy logic [35,36]. Ondemir et al conduct a study on optimal EOL management in closed-loop supply chains using RFID and sensors to reduce labor-intensive and expensive disassembly jobs by capturing lifecycle information [37].…”

Section: Product Lifecycle Management and Supply Chain Managementmentioning

confidence: 99%

Gen2 RFID-Based System Framework for Resource Circulation in Closed-Loop Supply Chains

2017

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Abstract:Product recycling has become a mandatory activity under extended producer responsibility. Therefore, it is important to operate a closed-loop supply chain that integrates sourcing, production, delivery, and recycling to achieve not only environmental sustainability, but also economic benefits. However, this goal is affected by chronic problems caused by uncertainties relating to the return timing, quantity, and quality of returned items. Many studies proved that information visibility could solve these problems. In this context, a system framework for closed-loop supply chain management is proposed that gathers real-time information within a supply chain and product lifecycle by using the Internet-of-Things, including radio frequency identification (RFID). Specifically, the most recent Gen2 RFID protocol, which provides new features to create new positive effects, is considered. Additionally, an information system is designed, including RFID tag encoding, which supports the operation of the proposed system. Finally, the lifecycle benefits are examined, such as counterfeit prevention, real-time monitoring and maintenance in the middle-of-life phase, and reverse process streamlining. The ultimate aim is to design a system that facilitates the profitable and environmentally friendly operation of the closed-loop supply chain.

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“…GA was applied to confirm the best combination of multi-dimensional parameters in an RFID-based risk control and monitoring system that maintains wine quality during storage [32]. A fuzzy-based disassembly planning and sequencing model, solved by GA, was proposed to help reuse and recycle end-of-life products to reduce the environmental impact by using RFID technology [33]. Fig.9 shows the distribution of articles about RFID data processing by year of publication.…”

Section: Rfid Data Processing (Data Collection)mentioning

confidence: 99%

Applications of soft computing in RFID system: A review

Guo

Zhou

et al. 2015

The 27th Chinese Control and Decision Conference (2015 CCDC)

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RFID technology is one of the major core competencies for Internet of Things (IOT). Organizational strategies focus on improving the management efficiency as well as reducing the operational cost to maintain profit margins. Therefore, the performance of RFID systems has attracted researchers' attention. A variety of soft computing techniques have been employed to improve effectiveness and efficiency in various aspects of RFID systems. Meanwhile, an increasing number of papers have been published to address related issues. The aim of this paper is to summarize the findings by a systematic review of existing research papers concerning the application of soft computing techniques to RFID technology.

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Disassembly planning and sequencing for end-of-life products with RFID enriched information

Cited by 51 publications

References 17 publications

Building Model-Driven Decision Support System in Product Redesign Plan

Building Model-Driven Decision Support System in Product Redesign Plan

Gen2 RFID-Based System Framework for Resource Circulation in Closed-Loop Supply Chains

Applications of soft computing in RFID system: A review

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