Skip to main content

2019 | OriginalPaper | Buchkapitel

10. A Semantic Information Services Framework for Sustainable WEEE Management Toward Cloud-Based Remanufacturing

verfasst von : Kai Xia, Liang Gao, Lihui Wang, Weidong Li, Kuo-Ming Chao

Erschienen in: Sustainable Manufacturing and Remanufacturing Management

Verlag: Springer International Publishing

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

Sustainable management ofWaste Electrical and Electronic Equipment (WEEE) has attracted escalating concerns of researchers and industries. Closer information linking among the participants in the products’ lifecycle should take place. How to interoperate among the distributed and heterogeneous information systems of various participants is a challenge faced. Targeting thecloud-based remanufacturing, this article aims to develop a semantic information services framework for sustainable WEEE management. In the proposed framework, an ontology-based approach is developed to integrate and represent the lifecycle information from multiple local data sources within an information services provider. Meanwhile, a semantic information services management platform is introduced for the advertisement, matchmaking, and retrieval of semantic information services. Some relevant techniques used to build the framework are introduced extensively. A demonstration case study on waste LCD TV is used to illustrate the effectiveness and significance of the proposed framework.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literatur
1.
Zurück zum Zitat Robinson, B. H. (2009). E-waste: An assessment of global production and environmental impacts. Science of the Total Environment, 408(2), 183–191.MathSciNetCrossRef Robinson, B. H. (2009). E-waste: An assessment of global production and environmental impacts. Science of the Total Environment, 408(2), 183–191.MathSciNetCrossRef
2.
Zurück zum Zitat Georgiadis, P., & Besiou, M. (2008). Sustainability in electrical and electronic equipment closed-loop supply chains: A system dynamics approach. Journal of Cleaner Production, 16(15), 1665–1678.CrossRef Georgiadis, P., & Besiou, M. (2008). Sustainability in electrical and electronic equipment closed-loop supply chains: A system dynamics approach. Journal of Cleaner Production, 16(15), 1665–1678.CrossRef
3.
Zurück zum Zitat Linke, B. S. (2013). Sustainability indicators for grinding applied to dressing strategies. Journal of Manufacturing Science and Engineering, 135(5), 054502.CrossRef Linke, B. S. (2013). Sustainability indicators for grinding applied to dressing strategies. Journal of Manufacturing Science and Engineering, 135(5), 054502.CrossRef
4.
Zurück zum Zitat Haapala, K. R., Zhao, F., Camelio, J., Sutherland, J. W., Skerlos, S. J., Dornfeld, D. A., et al. (2013). A review of engineering research in sustainable manufacturing. Journal of Manufacturing Science and Engineering, 135(4), 041013.CrossRef Haapala, K. R., Zhao, F., Camelio, J., Sutherland, J. W., Skerlos, S. J., Dornfeld, D. A., et al. (2013). A review of engineering research in sustainable manufacturing. Journal of Manufacturing Science and Engineering, 135(4), 041013.CrossRef
5.
Zurück zum Zitat Zeng, X., Li, J., Stevels, A. L. N., & Liu, L. (2013). Perspective of electronic waste management in china based on a legislation comparison between China and the EU. Journal of Cleaner Production, 51, 80–87.CrossRef Zeng, X., Li, J., Stevels, A. L. N., & Liu, L. (2013). Perspective of electronic waste management in china based on a legislation comparison between China and the EU. Journal of Cleaner Production, 51, 80–87.CrossRef
6.
Zurück zum Zitat Li, W. D., Xia, K., Gao, L., & Chao, K.-M. (2013). Selective disassembly planning for waste electrical and electronic equipment with case studies on liquid crystal displays. Robotics and Computer-Integrated Manufacturing, 29(4), 248–260.CrossRef Li, W. D., Xia, K., Gao, L., & Chao, K.-M. (2013). Selective disassembly planning for waste electrical and electronic equipment with case studies on liquid crystal displays. Robotics and Computer-Integrated Manufacturing, 29(4), 248–260.CrossRef
7.
Zurück zum Zitat Gardner, S. P. (2005). Ontologies and semantic data integration. Drug Discovery Today, 10(14), 1001–1007.CrossRef Gardner, S. P. (2005). Ontologies and semantic data integration. Drug Discovery Today, 10(14), 1001–1007.CrossRef
8.
Zurück zum Zitat Panetto, H., Dassisti, M., & Tursi, A. (2012). Onto-pdm: Product-driven ontology for product data management interoperability within manufacturing process environment. Advanced Engineering Informatics, 26(2), 334–348.CrossRef Panetto, H., Dassisti, M., & Tursi, A. (2012). Onto-pdm: Product-driven ontology for product data management interoperability within manufacturing process environment. Advanced Engineering Informatics, 26(2), 334–348.CrossRef
9.
Zurück zum Zitat Song, F., Zacharewicz, G., & Chen, D. (2013). An ontology-driven framework towards building enterprise semantic information layer. Advanced Engineering Informatics, 27(1), 38–50.CrossRef Song, F., Zacharewicz, G., & Chen, D. (2013). An ontology-driven framework towards building enterprise semantic information layer. Advanced Engineering Informatics, 27(1), 38–50.CrossRef
10.
Zurück zum Zitat Chang, X., & Terpenny, J. (2009). Ontology-based data integration and decision support for product e-Design. Robotics and Computer-Integrated Manufacturing, 25(6), 863–870.CrossRef Chang, X., & Terpenny, J. (2009). Ontology-based data integration and decision support for product e-Design. Robotics and Computer-Integrated Manufacturing, 25(6), 863–870.CrossRef
11.
Zurück zum Zitat Yang, S.-Y. (2013). A novel cloud information agent system with web service techniques: Example of an energy-saving multi-agent system. Expert Systems with Applications, 40(5), 1758–1785.CrossRef Yang, S.-Y. (2013). A novel cloud information agent system with web service techniques: Example of an energy-saving multi-agent system. Expert Systems with Applications, 40(5), 1758–1785.CrossRef
12.
Zurück zum Zitat McIlraith, S. A., Tran, Cao S., & Honglei, Z. (2001). Semantic web services. IEEE Intelligent Systems, 16(2), 46–53.CrossRef McIlraith, S. A., Tran, Cao S., & Honglei, Z. (2001). Semantic web services. IEEE Intelligent Systems, 16(2), 46–53.CrossRef
13.
Zurück zum Zitat Breslin, J. G., O’Sullivan, D., Passant, A., & Vasiliu, L. (2010). Semantic web computing in industry. Computers in Industry, 61(8), 729–741.CrossRef Breslin, J. G., O’Sullivan, D., Passant, A., & Vasiliu, L. (2010). Semantic web computing in industry. Computers in Industry, 61(8), 729–741.CrossRef
14.
Zurück zum Zitat Sycara, K., Paolucci, M., Ankolekar, A., & Srinivasan, N. (2003). Automated discovery, interaction and composition of semantic web services. Web Semantics: Science, Services and Agents on the World Wide Web, 1(1), 27–46.CrossRef Sycara, K., Paolucci, M., Ankolekar, A., & Srinivasan, N. (2003). Automated discovery, interaction and composition of semantic web services. Web Semantics: Science, Services and Agents on the World Wide Web, 1(1), 27–46.CrossRef
15.
Zurück zum Zitat Puttonen, J., Lobov, A., Soto, M. A. C., & Lastra, J. L. M. (2010). A semantic web services-based approach for production systems control. Advanced Engineering Informatics, 24(3), 285–299.CrossRef Puttonen, J., Lobov, A., Soto, M. A. C., & Lastra, J. L. M. (2010). A semantic web services-based approach for production systems control. Advanced Engineering Informatics, 24(3), 285–299.CrossRef
16.
Zurück zum Zitat Vouros, G. A., Papasalouros, A., Tzonas, K., Valarakos, A., Kotis, K., Quian-Ruiz, J.-A., et al. (2010). A semantic information system for services and traded resources in grid e-markets. Future Generation Computer Systems, 26(7), 916–933.CrossRef Vouros, G. A., Papasalouros, A., Tzonas, K., Valarakos, A., Kotis, K., Quian-Ruiz, J.-A., et al. (2010). A semantic information system for services and traded resources in grid e-markets. Future Generation Computer Systems, 26(7), 916–933.CrossRef
17.
Zurück zum Zitat Seliger, G., Buchholz, A., & Kross, U. (2003). Enhanced product functionality with life cycle units. Proceedings of the Institution of Mechanical Engineers Part B-Journal of Engineering Manufacture, 217(9), 1197–1202.CrossRef Seliger, G., Buchholz, A., & Kross, U. (2003). Enhanced product functionality with life cycle units. Proceedings of the Institution of Mechanical Engineers Part B-Journal of Engineering Manufacture, 217(9), 1197–1202.CrossRef
18.
Zurück zum Zitat Yang, X., Moore, P., & Chong, S. K. (2009). Intelligent products: From lifecycle data acquisition to enabling product-related services. Computers in Industry, 60(3), 184–194.CrossRef Yang, X., Moore, P., & Chong, S. K. (2009). Intelligent products: From lifecycle data acquisition to enabling product-related services. Computers in Industry, 60(3), 184–194.CrossRef
19.
Zurück zum Zitat Kim, H. J., Ciupek, M., Buchholz, A., & Seliger, G. (2006). Adaptive disassembly sequence control by using product and system information. Robotics and Computer-Integrated Manufacturing, 22(3), 267–278.CrossRef Kim, H. J., Ciupek, M., Buchholz, A., & Seliger, G. (2006). Adaptive disassembly sequence control by using product and system information. Robotics and Computer-Integrated Manufacturing, 22(3), 267–278.CrossRef
20.
Zurück zum Zitat Parlikad, A. K., & McFarlane, D. (2010). Quantifying the impact of AIDC technologies for vehicle component recovery. Computers & Industrial Engineering, 59(2), 296–307.CrossRef Parlikad, A. K., & McFarlane, D. (2010). Quantifying the impact of AIDC technologies for vehicle component recovery. Computers & Industrial Engineering, 59(2), 296–307.CrossRef
21.
Zurück zum Zitat Yang, X., Moore, P. R., Wong, C.-B., & Pu, J.-S. (2007). A component-based software framework for product lifecycle information management for consumer products. IEEE Transactions on Consumer Electronics, 53(3), 1195–1203.CrossRef Yang, X., Moore, P. R., Wong, C.-B., & Pu, J.-S. (2007). A component-based software framework for product lifecycle information management for consumer products. IEEE Transactions on Consumer Electronics, 53(3), 1195–1203.CrossRef
22.
Zurück zum Zitat Lambert, S., Riopel, D., & Abdul-Kader, W. (2011). A reverse logistics decisions conceptual framework. Computers & Industrial Engineering, 61(3), 561–581.CrossRef Lambert, S., Riopel, D., & Abdul-Kader, W. (2011). A reverse logistics decisions conceptual framework. Computers & Industrial Engineering, 61(3), 561–581.CrossRef
23.
Zurück zum Zitat Li, W. D., Chao, K.-M., Jin, G., Xia, K., Gao, L. (2012). Sustainable information management for waste electrical and electronic equipment. In Proceedings of 2012 IEEE 16th International Conference on Computer Supported Cooperative Work in Design (CSCWD) (pp. 875–881). Li, W. D., Chao, K.-M., Jin, G., Xia, K., Gao, L. (2012). Sustainable information management for waste electrical and electronic equipment. In Proceedings of 2012 IEEE 16th International Conference on Computer Supported Cooperative Work in Design (CSCWD) (pp. 875–881).
24.
Zurück zum Zitat Huang, G. Q., Lau, J. S. K., & Mak, K. L. (2003). The impacts of sharing production information on supply chain dynamics: A review of the literature. International Journal of Production Research, 41(7), 1483–1517.CrossRef Huang, G. Q., Lau, J. S. K., & Mak, K. L. (2003). The impacts of sharing production information on supply chain dynamics: A review of the literature. International Journal of Production Research, 41(7), 1483–1517.CrossRef
25.
Zurück zum Zitat Huang, G. Q., Lau, J. S. K., Mak, K. L., & Liang, L. (2005). Distributed supply-chain project rescheduling: Part I-Impacts of information-sharing strategies. International Journal of Production Research, 43(24), 5107–5129.CrossRef Huang, G. Q., Lau, J. S. K., Mak, K. L., & Liang, L. (2005). Distributed supply-chain project rescheduling: Part I-Impacts of information-sharing strategies. International Journal of Production Research, 43(24), 5107–5129.CrossRef
26.
Zurück zum Zitat Parlikad, A. K., & McFarlane, D. (2007). RFID-based product information in end-of-life decision making. Control Engineering Practice, 15(11), 1348–1363.CrossRef Parlikad, A. K., & McFarlane, D. (2007). RFID-based product information in end-of-life decision making. Control Engineering Practice, 15(11), 1348–1363.CrossRef
27.
Zurück zum Zitat Lin, Q., Xia, K., Wang, L., & Gao, L. (2014). Cloud manufacturing in China: A literature survey. International Journal of Manufacturing Research, 9(4), 369–388.CrossRef Lin, Q., Xia, K., Wang, L., & Gao, L. (2014). Cloud manufacturing in China: A literature survey. International Journal of Manufacturing Research, 9(4), 369–388.CrossRef
28.
Zurück zum Zitat Krill, M., & Thurston, D. L. (2005). Remanufacturing: Impacts of sacrificial cylinder liners. Journal of Manufacturing Science and Engineering, 127(3), 687–697.CrossRef Krill, M., & Thurston, D. L. (2005). Remanufacturing: Impacts of sacrificial cylinder liners. Journal of Manufacturing Science and Engineering, 127(3), 687–697.CrossRef
29.
Zurück zum Zitat Xia, K., Gao, L., Li, W. D., Wang, L. H., Chao, K.-M. (2014). A q-learning based selective disassembly planning service in the cloud based remanufacturing system for WEEE. In Proceedings of ASME 2014 International Manufacturing Science and Engineering Conference (pp. V001T04A012–V001T04A012). Xia, K., Gao, L., Li, W. D., Wang, L. H., Chao, K.-M. (2014). A q-learning based selective disassembly planning service in the cloud based remanufacturing system for WEEE. In Proceedings of ASME 2014 International Manufacturing Science and Engineering Conference (pp. V001T04A012–V001T04A012).
30.
Zurück zum Zitat Wang, L., Wang, X. V., Gao, L., & Vncza, J. (2014). A cloud-based approach for weee remanufacturing. CIRP Annals-Manufacturing Technology, 63(1), 409–412.CrossRef Wang, L., Wang, X. V., Gao, L., & Vncza, J. (2014). A cloud-based approach for weee remanufacturing. CIRP Annals-Manufacturing Technology, 63(1), 409–412.CrossRef
31.
Zurück zum Zitat Wang, X. V., Wang, L. H., Gao, L. (2013). From cloud manufacturing to cloud remanufacturing: A cloud-based approach for WEEE. In Proceedings of 2013 IEEE 10th International Conference on e-Business Engineering (ICEBE) (pp. 399–406). Wang, X. V., Wang, L. H., Gao, L. (2013). From cloud manufacturing to cloud remanufacturing: A cloud-based approach for WEEE. In Proceedings of 2013 IEEE 10th International Conference on e-Business Engineering (ICEBE) (pp. 399–406).
32.
Zurück zum Zitat Christensen E., Curbera F., Meredith G., Weerawarana S., 2001. Web services description language (WSDL) 1.1. Technical report, W3C Note. Christensen E., Curbera F., Meredith G., Weerawarana S., 2001. Web services description language (WSDL) 1.1. Technical report, W3C Note.
33.
Zurück zum Zitat Martin, D., Burstein, M., Hobbs, J., Lassila, O., McDermott, D., McIlraith, S., et al. (2004). OWL-S: Semantic markup for web services. Technical report, W3C Member Submission. Martin, D., Burstein, M., Hobbs, J., Lassila, O., McDermott, D., McIlraith, S., et al. (2004). OWL-S: Semantic markup for web services. Technical report, W3C Member Submission.
34.
Zurück zum Zitat McGuinness, D. L., Harmelen, F. V. (2004). Owl web ontology language. Technical report, W3C Recommendation. McGuinness, D. L., Harmelen, F. V. (2004). Owl web ontology language. Technical report, W3C Recommendation.
35.
Zurück zum Zitat Das, S., Sundara, S., Cyganiak, R. (2012). R2RML: RDB to RDF mapping language. Technical report, W3C Recommendation. Das, S., Sundara, S., Cyganiak, R. (2012). R2RML: RDB to RDF mapping language. Technical report, W3C Recommendation.
36.
Zurück zum Zitat Cyganiak, R., Bizer, C., Garbers, J., Maresch, O., Becker, C. (2012). The D2RQ mapping language, Technical report. Cyganiak, R., Bizer, C., Garbers, J., Maresch, O., Becker, C. (2012). The D2RQ mapping language, Technical report.
37.
Zurück zum Zitat Prud’hommeaux, E., Seaborne, A. (2008). SPARQL query language for RDF. Technical report, W3C Recommendation. Prud’hommeaux, E., Seaborne, A. (2008). SPARQL query language for RDF. Technical report, W3C Recommendation.
38.
Zurück zum Zitat Feigenbaum, L., Williams, G. T., Clark, K. G., Torres, E. (2013). SPARQL 1.1 protocol. Technical report, W3C Recommendation. Feigenbaum, L., Williams, G. T., Clark, K. G., Torres, E. (2013). SPARQL 1.1 protocol. Technical report, W3C Recommendation.
39.
Zurück zum Zitat Xia, K., Gao, L., Li, W. D., & Chao, K.-M. (2014). Disassembly sequence planning using a simplified teaching-learning-based optimization algorithm. Advanced Engineering Informatics, 28(4), 518–527.CrossRef Xia, K., Gao, L., Li, W. D., & Chao, K.-M. (2014). Disassembly sequence planning using a simplified teaching-learning-based optimization algorithm. Advanced Engineering Informatics, 28(4), 518–527.CrossRef
Metadaten
Titel
A Semantic Information Services Framework for Sustainable WEEE Management Toward Cloud-Based Remanufacturing
verfasst von
Kai Xia
Liang Gao
Lihui Wang
Weidong Li
Kuo-Ming Chao
Copyright-Jahr
2019
DOI
https://doi.org/10.1007/978-3-319-73488-0_10

    Marktübersichten

    Die im Laufe eines Jahres in der „adhäsion“ veröffentlichten Marktübersichten helfen Anwendern verschiedenster Branchen, sich einen gezielten Überblick über Lieferantenangebote zu verschaffen.