Application of Artificial Intelligence (AI) methods for designing and analysis of Reconfigurable Cellular Manufacturing System (RCMS)
- Marwala, Tshilidzi, Xing, Bo, Nelwamondo, Fulufbelo V., Battle, Kimberly, Gao, Wenjing
- Authors: Marwala, Tshilidzi , Xing, Bo , Nelwamondo, Fulufbelo V. , Battle, Kimberly , Gao, Wenjing
- Date: 2009
- Subjects: Reconfigurable Cellular Manufacturing System , Artificial intelligence , Cellular Manufacturing System , Reconfigurable Manufacturing System
- Type: Article
- Identifier: uj:5305 , ISSN 978-1-4244-3523-4 , http://hdl.handle.net/10210/5266
- Description: This work focuses on the design and control of a novel hybrId manufacturing system: Reconfigurable Cellular Manufacturing System (RCMS) by using Artificial Intelligence (AI) approach. It is hybrid as it combines the advantages of Cellular Manufacturing System (CMS) and Reconfigurable Manufacturing System (RMS). In addition to inheriting desirable properties from CMS and RMS, RCMS provides additional benefits including flexibility and the ability to respond to changing products, product mix and market conditions during its useful life, avoiding premature obsolescence of the manufacturing system. The emphasis of this research is the formation of Reconfigurable Manufacturing Cell (RMC) which is the dynamic and logical clustering of some manufacturing resources, driven by specific customer orders, aiming at optimally fulfilling customers' orders along with other RMCs in the RCMS.
- Full Text:
- Authors: Marwala, Tshilidzi , Xing, Bo , Nelwamondo, Fulufbelo V. , Battle, Kimberly , Gao, Wenjing
- Date: 2009
- Subjects: Reconfigurable Cellular Manufacturing System , Artificial intelligence , Cellular Manufacturing System , Reconfigurable Manufacturing System
- Type: Article
- Identifier: uj:5305 , ISSN 978-1-4244-3523-4 , http://hdl.handle.net/10210/5266
- Description: This work focuses on the design and control of a novel hybrId manufacturing system: Reconfigurable Cellular Manufacturing System (RCMS) by using Artificial Intelligence (AI) approach. It is hybrid as it combines the advantages of Cellular Manufacturing System (CMS) and Reconfigurable Manufacturing System (RMS). In addition to inheriting desirable properties from CMS and RMS, RCMS provides additional benefits including flexibility and the ability to respond to changing products, product mix and market conditions during its useful life, avoiding premature obsolescence of the manufacturing system. The emphasis of this research is the formation of Reconfigurable Manufacturing Cell (RMC) which is the dynamic and logical clustering of some manufacturing resources, driven by specific customer orders, aiming at optimally fulfilling customers' orders along with other RMCs in the RCMS.
- Full Text:
e-Reverse logistics for remanufacture-to-order : an online auction-based and multi- agent system supported solution
- Xing, Bo, Gao, Wen-Jing, Battle, Kimberly, Nelwamondo, Fulufhelo Vincent, Marwala, Tshilidzi
- Authors: Xing, Bo , Gao, Wen-Jing , Battle, Kimberly , Nelwamondo, Fulufhelo Vincent , Marwala, Tshilidzi
- Date: 2011
- Subjects: Remanufacturing , E-reverse logistics , Multiagent systems
- Type: Article
- Identifier: uj:6032 , ISBN 978-1-61208-172-4 , http://hdl.handle.net/10210/10419
- Description: Due to the rapid obsolescent nature of consumer products, the remanufacture-to-stock strategy, in which remanufacturers tend to collect certain amount of end-of-life products, remanufacturing them as many as they can and keep these remanufactured products in stock waiting for customers come to buy, is not always an optimal solution. Under this circumstance, remanufacture-to-order policy, as an effective complement, provides a good trade-off for remanufacturers between meeting consumers’ demand and, in the meantime, keeping the inventory cost at a lower level. To remanufacture the used items, the manufacturer must retrieve them from the market where they are dispersed among consumers. This is accomplished by means of a reverse logistics chain that is comparable to the new product distribution system in reverse. However, the current reverse logistics do not respond to remanufacture-to-order at an efficient level. Therefore it is a necessity to develop a novel infrastructure, which can deal with these issues. This paper presents a framework called e-reverse logistics that aims at filling this gap. The major features and architecture of the proposed e-reverse logistics are detailed in this work.
- Full Text:
- Authors: Xing, Bo , Gao, Wen-Jing , Battle, Kimberly , Nelwamondo, Fulufhelo Vincent , Marwala, Tshilidzi
- Date: 2011
- Subjects: Remanufacturing , E-reverse logistics , Multiagent systems
- Type: Article
- Identifier: uj:6032 , ISBN 978-1-61208-172-4 , http://hdl.handle.net/10210/10419
- Description: Due to the rapid obsolescent nature of consumer products, the remanufacture-to-stock strategy, in which remanufacturers tend to collect certain amount of end-of-life products, remanufacturing them as many as they can and keep these remanufactured products in stock waiting for customers come to buy, is not always an optimal solution. Under this circumstance, remanufacture-to-order policy, as an effective complement, provides a good trade-off for remanufacturers between meeting consumers’ demand and, in the meantime, keeping the inventory cost at a lower level. To remanufacture the used items, the manufacturer must retrieve them from the market where they are dispersed among consumers. This is accomplished by means of a reverse logistics chain that is comparable to the new product distribution system in reverse. However, the current reverse logistics do not respond to remanufacture-to-order at an efficient level. Therefore it is a necessity to develop a novel infrastructure, which can deal with these issues. This paper presents a framework called e-reverse logistics that aims at filling this gap. The major features and architecture of the proposed e-reverse logistics are detailed in this work.
- Full Text:
e-RL : the Internet of things supported reverse logistics for remanufacture-to-order
- Xing, Bo, Gao, Wen-Jing, Battle, Kimberly, Nelwamondo, Fulufhelo Vincent, Marwala, Tshilidzi
- Authors: Xing, Bo , Gao, Wen-Jing , Battle, Kimberly , Nelwamondo, Fulufhelo Vincent , Marwala, Tshilidzi
- Date: 2011
- Subjects: Multiagent systems , Remanufacturing , E-reverse logistics
- Type: Article
- Identifier: uj:6042 , ISSN 978-1-61208-172-4 , http://hdl.handle.net/10210/10442
- Description: With the increasing globalization, there are many sources of uncertainty across the entire reverse logistics for end-of-life product recovery. Information sharing is a key ingredient in this respect because it helps to eradicate potential uncertainties related to various corporate behaviors, especially in remanufacture-to-order aspect. However traditional reverse logistics does not fully address itself to this issue. As a result, the progressive loss of product information as it moves through its lifecycle becomes inevitable which leads to a difficulty in implementing remanufacture-to-order strategy. Motivated by this fact, this study presents an ongoing design of novel reverse logistics (i.e., e-reverse logistics). The Internet of things technology is introduced into this framework for the purpose of keeping product life cycle information integrity. Furthermore, the cooperation and collaboration between actors involved in proposed architecture are treated in multi-agent system philosophy. The design characteristics and working principles of e-reverse logistics are detailed in this paper and it serves as a start point for further implementation.
- Full Text:
- Authors: Xing, Bo , Gao, Wen-Jing , Battle, Kimberly , Nelwamondo, Fulufhelo Vincent , Marwala, Tshilidzi
- Date: 2011
- Subjects: Multiagent systems , Remanufacturing , E-reverse logistics
- Type: Article
- Identifier: uj:6042 , ISSN 978-1-61208-172-4 , http://hdl.handle.net/10210/10442
- Description: With the increasing globalization, there are many sources of uncertainty across the entire reverse logistics for end-of-life product recovery. Information sharing is a key ingredient in this respect because it helps to eradicate potential uncertainties related to various corporate behaviors, especially in remanufacture-to-order aspect. However traditional reverse logistics does not fully address itself to this issue. As a result, the progressive loss of product information as it moves through its lifecycle becomes inevitable which leads to a difficulty in implementing remanufacture-to-order strategy. Motivated by this fact, this study presents an ongoing design of novel reverse logistics (i.e., e-reverse logistics). The Internet of things technology is introduced into this framework for the purpose of keeping product life cycle information integrity. Furthermore, the cooperation and collaboration between actors involved in proposed architecture are treated in multi-agent system philosophy. The design characteristics and working principles of e-reverse logistics are detailed in this paper and it serves as a start point for further implementation.
- Full Text:
Evaluating challenges faced by small and medium enterprises in managing new technology
- Muyengwa, Goodwell, Chiromo, Forbes, Battle, Kimberly
- Authors: Muyengwa, Goodwell , Chiromo, Forbes , Battle, Kimberly
- Date: 2012
- Subjects: Technology acquisition , Business performance , Iterative process , Force field , Analysis , Absorptive capacity
- Language: English
- Type: Conference proceeding
- Identifier: http://hdl.handle.net/10210/15802 , uj:15702 , ISBN: 978-606-12-0369-7 , ISSN: 1843-6730 , Citation: Muyengwa G., Chiromo F. and Battle K. 2012, Evaluating challenges faced by small and medium enterprises in managing new technology, International Conference on Engineering and Business Education, Innovation and Entrepreneurship, 18-21 October, Sibiu, Romania, 493-498,ISBN 978-606-12-0369-7, ISSN 1843-6730
- Description: Abstract: Please refer to full text to view abstract
- Full Text: false
- Authors: Muyengwa, Goodwell , Chiromo, Forbes , Battle, Kimberly
- Date: 2012
- Subjects: Technology acquisition , Business performance , Iterative process , Force field , Analysis , Absorptive capacity
- Language: English
- Type: Conference proceeding
- Identifier: http://hdl.handle.net/10210/15802 , uj:15702 , ISBN: 978-606-12-0369-7 , ISSN: 1843-6730 , Citation: Muyengwa G., Chiromo F. and Battle K. 2012, Evaluating challenges faced by small and medium enterprises in managing new technology, International Conference on Engineering and Business Education, Innovation and Entrepreneurship, 18-21 October, Sibiu, Romania, 493-498,ISBN 978-606-12-0369-7, ISSN 1843-6730
- Description: Abstract: Please refer to full text to view abstract
- Full Text: false
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