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An RFID-based enterprise application integration framework for real-time management of dynamic manufacturing processes
(2010-10-01)
Chen, Ruey-Shun
;
Tu, Mengru Arthur
;
Jwo, Jung-Sing
;
資訊管理與財務金融系註：原資管所+財金所
;
Department of Information Management and Finance
Enterprise application integration (EAI) is an important issue for a company trying to transform itself into a ubiquitous real-time organization. However, traditional techniques for EAI are only suitable for integrating the virtual information among different applications. The challenge of integrating physical objects with corresponding business processes and applications at the right time and location is a critical concern for companies building a real-time enterprise (RTE) information system. In this research, we proposed an EAI framework based on radio frequency identification (RFID) technology. On the basis of this framework, a prototype system is developed to demonstrate the applicability of the framework in a shop floor environment. This paper also presents a RFID-based standard operation procedure to configure a prototype system for a particular shop floor operation and an operator orientation for performing the corresponding tasks. The findings of this paper demonstrate that the proposed framework is more capable than most current industrial practices in both managing dynamic manufacturing processes and in providing real-time visibility of work-in-process information. Using this framework, an enterprise can easily integrate an RFID-based solution into its IT infrastructure and manufacturing environment to facilitate real-time management of dynamic production operations.
Design and implementation of an intelligent manufacturing execution system for semiconductor manufacturing industry
(2006)
Chen, Ruey-Shun
;
Tsai, Yung-Shun
;
Chang, Chan-Chine
;
資訊管理與財務金融系註：原資管所+財金所
;
Department of Information Management and Finance
This paper proposed an intelligent MES by integrating manufacturing execution system, data warehouse, online analytical processing and data mining system. The data warehouse for this system is provided by the massive amounts of data gathered from a MES. Through some process of integrating MES with data warehouses, data warehouses with decision analysis, and decision analysis with data mining systems. A three-tiered web-based systematic framework has been established. The result of this study is the integration of the MES and data mining system. According to experimental analysis, the product yield and the manufacturing cycle time all have been improved for manufacturing industry.
Using data mining technology to solve classification problems - A case study of campus digital library
(2006)
Chang, Chan-Chine
;
Chen, Ruey-Shun
;
資訊管理與財務金融系註：原資管所+財金所
;
Department of Information Management and Finance
Purpose- Traditional library catalogs have become inefficient and inconvenient in assisting library users. Readers may spend a lot of time searching library materials via printed catalogs. Readers need an intelligent and innovative solution to overcome this problem. The paper seeks to examine data mining technology which is a good approach to fulfill readers' requirements. Design/methodology/approach - Data mining is considered to be the non-trivial extraction of implicit, previously unknown, and potentially useful information from data. This paper analyzes readers' borrowing records using the techniques of data analysis, building a data warehouse, and data mining. Findings - The paper finds that after mining data, readers can be classified into different groups according to the publications in which they are interested. Some people on the campus also have a greater preference for multimedia data. Originality/value - The data mining results shows that all readers can be categorized into five clusters, and each cluster has its own characteristics. The frequency with which graduates and associate researchers borrow multimedia data is much higher. This phenomenon shows that these readers have a higher preference for accepting digitized publications. Also, the number of readers borrowing multimedia data has increased over the years. This trend indicates that readers preferences are gradually shifting towards reading digital publications.
A study on the critical success factors for corporations embarking on knowledge community-based e-learning
(2007-01-15)
Chen, Ruey-Shun
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Hsiang, Chin-Hsiao
;
資訊管理與財務金融系註：原資管所+財金所
;
Department of Information Management and Finance
Corporations have felt the pressure for fast-paced innovations and knowledge transfer as major driving forces in raising their sustainable competitive advantage and organizational total productivity. Thus, the development of the knowledge community through e-learning is an important strategy in implementing knowledge management policy. This paper illustrates an empirical study with which to conduct qualitative research of learning organization. From the case company's real progress and practical experience, some core principles were extracted from four managerial aspects, such as: strategy, technology, process, and personnel. These aspects were analyzed in order to understand the value chain framework and the major concerns of knowledge community development. Further, the main benefits are addressed and certain critical factors are proposed and shown in this paper to ensure the success of corporations embarking on knowledge community-based e-learning. (C) 2006 Elsevier Inc. All rights reserved.
Apply ontology and agent technology to construct virtual observatory
(2008-04-01)
Chen, Ruey-Shun
;
Chen, Duen-Kai
;
資訊管理與財務金融系註：原資管所+財金所
;
Department of Information Management and Finance
The need to deal with abundance and heterogeneous information is apparent in the astronomy community. The virtual observatory (VO) concept is the astronomical community's response to alleviate this problem and Web services serve as one of the most important VO enabling technologies. However, one of the limitations of Web services is the lack of semantic description of its content, thus prohibits its ability to understand the queries and its inference capabilities. This study proposes to develop a conceptual framework based on multi-agent systems and ontology technology, in order to create a VO with semantically enriched Web services. Intelligent agents represent: (1) users to submit requests (2) perform semantic matching in between users' requests and Web services registered within agent platform, and (3) activate a serial of Web services. The capabilities offered by multi-agent systems to query and invoke semantically enriched Web Services is also exploited in this study. To validate the proposed framework, an illustration example is implemented in JADE agent platform to demonstrate how the proposed framework operates and how it benefits the research regarding to auroral images. (c) 2007 Elsevier Ltd. All rights reserved.
Intelligent service-integrated platform based on the RFID technology and software agent system
(2011-04-01)
Yeh, Kun-Chieh
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Chen, Ruey-Shun
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Chen, Chia-Chen
;
資訊管理與財務金融系註：原資管所+財金所
;
Department of Information Management and Finance
The mobility of the popular goods on the shelves will have a crucial impact on the store sales. For retailers, the seasonal or news-induced demand for commodity will have the flocking effect or business opportunity lasting for some time; if the product shortage occurs, consumers will immediately turn to other stores, and the sale opportunity will be missed. Traditionally, to confirm the demand for commodity, the stores primarily employ the point-of-sale (POS) system to monitor the inventory of goods, but the turnover rate of popular goods is very demanding. The inventory information supplied by the POS system is that generated after the ledger-closing stage, and it cannot precisely match the actual quantity of goods on the shelves. Therefore, in order to prevent the monetary loss due to the information gap, we propose the "intelligent service-integrated platform", which employs the software agent as the framework to construct the integrated information system mechanism. We also employ the radio frequency identification (RFID) technology to realize the smart shelf as the trigger point for the retrieval of commodity message. At the same time, we develop the interactive information platform to provide the consultation and promotion service of goods. The overall framework will help enhance the performance of the sales outlets and improve the customer service, while addressing the time effect issue of the popular commodity. (C) 2010 Elsevier Ltd. All rights reserved.
An RFID-Based Manufacturing Control Framework for Loosely Coupled Distributed Manufacturing System Supporting Mass Customization
(2008-12-01)
Chen, Ruey-Shun
;
Tsai, Yung-Shun
;
Tu, Arthur
;
資訊管理與財務金融系註：原資管所+財金所
;
Department of Information Management and Finance
In this study we propose a Manufacturing control framework based on radio-frequency identification (RFID) technology and a distributed information system to construct a mass-customization production process in a loosely coupled shop-floor control environment. On the basis of this framework. we developed RFID middleware and in integrated information system for tracking and controlling the manufacturing process flow. A bicycle Manufacturer was used to demonstrate the prototype system. The findings of this study were that the proposed framework can improve the visibility and traceability of the manufacturing process as well as enhance process quality control and real-time production pedigree access. Using this framework, an enterprise can easily integrate an RFID-based system into its manufacturing environment to facilitate mass customization and a just-in-time production model.
Development of an agent-based system for manufacturing control and coordination with ontology and RFID technology
(2009-05-01)
Chen, Ruey-Shun
;
Tu, Mengru (Arthur)
;
資訊管理與財務金融系註：原資管所+財金所
;
Department of Information Management and Finance
Integrating physical objects with the corresponding enterprise applications any time any where is the essential issue for a real-time enterprise. This study proposes a multi-agent system framework called agent-based manufacturing control and coordination (AMCC) system, a agent-based framework using ontology and RFID technology to monitor and control dynamic production flows and also to improve the traceability and visibility of mass customization manufacturing processes. The capabilities offered by multi-agent systems to respond to RFID events in real-time and a broad class of agent design and coordination issue regarding just in time (JIT) and just in sequence (JIS) manufacturing processes are also exploited in this study. To validate the proposed framework, case Study of a bicycle manufacturing company is used to demonstrate how the proposed framework can benefit its JIT production. Finally, an example prototype system is implemented to demonstrate the concept of the proposed framework. (C) 2008 Elsevier Ltd. All rights reserved.
Agent-Based Control Framework for Mass Customization Manufacturing With UHF RFID Technology
(2009-09-01)
Tu, Mengru (Arthur)
;
Lin, Jia-Hong
;
Chen, Ruey-Shun
;
Chen, Kai-Ying
;
Jwo, Jung-Sing
Radio frequency identification (RFID) technology adoption in business environments has seen strong growth in recent years. Adopting an appropriate RFID-based information system has become increasingly important for enterprises making complex and highly customized products. However, most firms still use conventional barcode and run-card systems to manage their manufacturing processes. These systems often require human intervention during the production process. As a result, traditional systems are not able to fulfill the growing demand for managing dynamic process flows and are not able to obtain real-time work-in-process (WIP) views in mass customization manufacturing. This paper proposes an agent-based distributed production control framework with UHF RFID technology to help firms adapt to such a dynamic and agile manufacturing environment. This paper reports the design and development of the framework and the application of UHF RFID technology in manufacturing and logistic control applications. The framework's RFID event processing agent model is implemented in a smart end-point (SEP) device. A SEP can manage RFID readers, wirelessly communicate with shop-floor machines, make local decisions, and coordinate with other SEPs. A case study of a bicycle manufacturing company demonstrates how the proposed framework could improve a firm's mass customization operations. Results of experiments show the decentralized multiagent coordination scheme among SEPs outperformed the current practice of the firm in terms of reducing work-in-process and parts inventory.
Agent-Based Control Framework for Mass Customization Manufacturing With UHF RFID Technology (vol 3, pg 343, 2009)
(2009-12-01)
Tu, Mengru (Arthur)
;
Lin, Jia-Hong
;
Chen, Ruey-Shun
;
Chen, Kai-Ying
;
Jwo, Jung-Sing

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