Sustainable management of waste electrical and electronic equipment (WEEE) has attracted escalating concerns of researchers and industries. Closer information linking among the participants in the products's lifecycle should take place. How to interoperate among the distributed and heterogeneous information systems of various participants is a challenge faced. Targeting the cloud-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.

References

1.
Robinson
,
B. H.
,
2009
, “
E-waste: An Assessment of Global Production and Environmental Impacts
,”
Sci. Total Environ.
,
408
(
2
), pp.
183
191
.
2.
Georgiadis
,
P.
, and
Besiou
,
M.
,
2008
, “
Sustainability in Electrical and Electronic Equipment Closed-Loop Supply Chains: A System Dynamics Approach
,”
J. Cleaner Prod.
,
16
(
15
), pp.
1665
1678
.
3.
Linke
,
B. S.
,
2013
, “
Sustainability Indicators for Grinding Applied to Dressing Strategies
,”
ASME J. Manuf. Sci. Eng.
,
135
(
5
), p.
054502
.
4.
Haapala
,
K. R.
,
Zhao
,
F.
,
Camelio
,
J.
,
Sutherland
,
J. W.
,
Skerlos
,
S. J.
,
Dornfeld
,
D. A.
,
Jawahir
,
I.
,
Clarens
,
A. F.
, and
Rickli
,
J. L.
,
2013
, “
A Review of Engineering Research in Sustainable Manufacturing
,”
ASME J. Manuf. Sci. Eng.
,
135
(
4
), p.
041013
.
5.
Zeng
,
X.
,
Li
,
J.
,
Stevels
,
A. L. N.
, and
Liu
,
L.
,
2013
, “
Perspective of Electronic Waste Management in China Based on a Legislation Comparison Between China and the EU
,”
J. Cleaner Prod.
,
51
, pp.
80
87
.
6.
Li
,
W. D.
,
Xia
,
K.
,
Gao
,
L.
, and
Chao
,
K.-M.
,
2013
, “
Selective Disassembly Planning for Waste Electrical and Electronic Equipment With Case Studies on Liquid Crystal Displays
,”
Rob. Comput. Integr. Manuf.
,
29
(
4
), pp.
248
260
.
7.
Gardner
,
S. P.
,
2005
, “
Ontologies and Semantic Data Integration
,”
Drug Discovery Today
,
10
(
14
), pp.
1001
1007
.
8.
Panetto
,
H.
,
Dassisti
,
M.
, and
Tursi
,
A.
,
2012
, “
Onto-pdm: Product-Driven Ontology for Product Data Management Interoperability Within Manufacturing Process Environment
,”
Adv. Eng. Inf.
,
26
(
2
), pp.
334
348
.
9.
Song
,
F.
,
Zacharewicz
,
G.
, and
Chen
,
D.
,
2013
, “
An Ontology-Driven Framework Towards Building Enterprise Semantic Information Layer
,”
Adv. Eng. Inf.
,
27
(
1
), pp.
38
50
.
10.
Chang
,
X.
, and
Terpenny
,
J.
,
2009
, “
Ontology-Based Data Integration and Decision Support for Product e-Design
,”
Rob. Comput. Integr. Manuf.
,
25
(
6
), pp.
863
870
.
11.
Yang
,
S.-Y.
,
2013
, “
A Novel Cloud Information Agent System With Web Service Techniques: Example of an Energy-Saving Multi-Agent System
,”
Expert Syst. Appl.
,
40
(
5
), pp.
1758
1785
.
12.
McIlraith
,
S. A.
,
Tran Cao
,
S.
, and
Honglei
,
Z.
,
2001
, “
Semantic Web Services
,”
IEEE Intell. Syst.
,
16
(
2
), pp.
46
53
.
13.
Breslin
,
J. G.
,
O'Sullivan
,
D.
,
Passant
,
A.
, and
Vasiliu
,
L.
,
2010
, “
Semantic Web Computing in Industry
,”
Comput. Ind.
,
61
(
8
), pp.
729
741
.
14.
Sycara
,
K.
,
Paolucci
,
M.
,
Ankolekar
,
A.
, and
Srinivasan
,
N.
,
2003
, “
Automated Discovery, Interaction and Composition of Semantic Web Services
,”
Web Semant.: Sci. Serv. Agents World Wide Web
,
1
(
1
), pp.
27
46
.
15.
Puttonen
,
J.
,
Lobov
,
A.
,
Soto
,
M. A. C.
, and
Lastra
,
J. L. M.
,
2010
, “
A Semantic Web Services-Based Approach for Production Systems Control
,”
Adv. Eng. Inf.
,
24
(
3
), pp.
285
299
.
16.
Vouros
,
G. A.
,
Papasalouros
,
A.
,
Tzonas
,
K.
,
Valarakos
,
A.
,
Kotis
,
K.
,
Quiané-Ruiz
,
J.-A.
,
Lamarre
,
P.
, and
Valduriez
,
P.
,
2010
, “
A Semantic Information System for Services and Traded Resources in Grid e-Markets
,”
Future Gener. Comput. Syst.
,
26
(
7
), pp.
916
933
.
17.
Seliger
,
G.
,
Buchholz
,
A.
, and
Kross
,
U.
,
2003
, “
Enhanced Product Functionality With Life Cycle Units
,”
Proc. Inst. Mech. Eng. Part B J. Eng. Manuf.
,
217
(
9
), pp.
1197
1202
.
18.
Yang
,
X.
,
Moore
,
P.
, and
Chong
,
S. K.
,
2009
, “
Intelligent Products: From Lifecycle Data Acquisition to Enabling Product-Related Services
,”
Comput. Ind.
,
60
(
3
), pp.
184
194
.
19.
Kim
,
H. J.
,
Ciupek
,
M.
,
Buchholz
,
A.
, and
Seliger
,
G.
,
2006
, “
Adaptive Disassembly Sequence Control by Using Product and System Information
,”
Rob. Comput. Integr. Manuf.
,
22
(
3
), pp.
267
278
.
20.
Parlikad
,
A. K.
, and
McFarlane
,
D.
,
2010
, “
Quantifying the Impact of Aidc Technologies for Vehicle Component Recovery
,”
Comput. Ind. Eng.
,
59
(
2
), pp.
296
307
.
21.
Yang
,
X.
,
Moore
,
P. R.
,
Wong
,
C.-B.
, and
Pu
,
J.-S.
,
2007
, “
A Component-Based Software Framework for Product Lifecycle Information Management for Consumer Products
,”
IEEE Trans. Consum. Electron.
,
53
(
3
), pp.
1195
1203
.
22.
Lambert
,
S.
,
Riopel
,
D.
, and
Abdul-Kader
,
W.
,
2011
, “
A Reverse Logistics Decisions Conceptual Framework
,”
Comput. Ind. Eng.
,
61
(
3
), pp.
561
581
.
23.
Li
,
W. D.
,
Chao
,
K.-M.
,
Jin
,
G.
,
Xia
,
K.
, and
Gao
,
L.
,
2012
, “
Sustainable Information Management for Waste Electrical and Electronic Equipment
,”
2012 IEEE 16th International Conference on Computer Supported Cooperative Work in Design (CSCWD)
,
IEEE
, pp.
875
881
.
24.
Huang
,
G. Q.
,
Lau
,
J. S. K.
, and
Mak
,
K. L.
,
2003
, “
The Impacts of Sharing Production Information on Supply Chain Dynamics: A Review of the Literature
,”
Int. J. Prod. Res.
,
41
(
7
), pp.
1483
1517
.
25.
Huang
,
G. Q.
,
Lau
,
J. S. K.
,
Mak
,
K. L.
, and
Liang
,
L.
,
2005
, “
Distributed Supply-Chain Project Rescheduling: Part I—Impacts of Information-Sharing Strategies
,”
Int. J. Prod. Res.
,
43
(
24
), pp.
5107
5129
.
26.
Parlikad
,
A. K.
, and
McFarlane
,
D.
,
2007
, “
Rfid-Based Product Information in End-of-Life Decision Making
,”
Control Eng. Pract.
,
15
(
11
), pp.
1348
1363
.
27.
Lin
,
Q.
,
Xia
,
K.
,
Wang
,
L.
, and
Gao
,
L.
,
2014
, “
Cloud Manufacturing in China: A Literature Survey
,”
Int. J. Manuf. Res.
,
9
(
4
), pp.
369
388
.
28.
Krill
,
M.
, and
Thurston
,
D. L.
,
2005
, “
Remanufacturing: Impacts of Sacrificial Cylinder Liners
,”
ASME J. Manuf. Sci. Eng.
,
127
(
3
), pp.
687
697
.
29.
Xia
,
K.
,
Gao
,
L.
,
Li
,
W.
,
Wang
,
L.
, and
Chao
,
K.-M.
,
2014
, “
A q-Learning Based Selective Disassembly Planning Service in the Cloud Based Remanufacturing System for WEEE
,”
ASME 2014 International Manufacturing Science and Engineering Conference Collocated with the JSME 2014 International Conference on Materials and Processing and the 42nd North American Manufacturing Research Conference
,
American Society of Mechanical Engineers
, p.
V001T04A012
.
30.
Wang
,
L.
,
Wang
,
X. V.
,
Gao
,
L.
, and
Vncza
,
J.
,
2014
, “
A Cloud-Based Approach for WEEE Remanufacturing
,”
CIRP Ann.– Manuf. Technol.
,
63
(
1
), pp.
409
412
.
31.
Wang
,
X. V.
,
Wang
,
L.
, and
Gao
,
L.
,
2013
, “
From Cloud Manufacturing to Cloud Remanufacturing: A Cloud-Based Approach for WEEE
,”
2013 IEEE 10th International Conference on e-Business Engineering (ICEBE)
,
IEEE
, pp.
399
406
.
32.
Christensen
,
E.
,
Curbera
,
F.
,
Meredith
,
G.
, and
Weerawarana
,
S.
,
2001
, “
Web Services Description Language (wsdl) 1.1
,” Technical Report, Available at http://www.w3.org/TR/2001/NOTE-wsdl-20010315
33.
Martin
,
D.
,
Burstein
,
M.
,
Hobbs
,
J.
,
Lassila
,
O.
,
McDermott
,
D.
,
McIlraith
,
S.
,
Narayanan
,
S.
,
Paolucci
,
M.
,
Parsia
,
B.
,
Payne
,
T.
,
Sirin
,
E.
,
Srinivasan
,
N.
, and
Sycara
,
K.
,
2004
, “
Owl-s: Semantic Markup for Web Services
,” Technical Report, Available at http://www.w3.org/Submission/2004/SUBM-OWL-S-20041122/
34.
McGuinness
,
D. L.
, and
Harmelen
,
F. V.
,
2004
, “
Owl Web Ontology Language
,” Technical Report, Available at http://www.w3.org/TR/2004/REC-owl-features-20040210/
35.
Das
,
S.
,
Sundara
,
S.
, and
Cyganiak
,
R.
,
2012
, “
R2rml: Rdb to rdf Mapping Language
,” Technical Report, Available at http://www.w3.org/TR/2012/REC-r2rml-20120927/
36.
Cyganiak
,
R.
,
Bizer
,
C.
,
Garbers
,
J.
,
Maresch
,
O.
, and
Becker
,
C.
,
2012
, “
The d2rq Mapping Language
,” Technical Report, Available at http://d2rq.org/d2rq-language
37.
Prud'hommeaux
,
E.
, and
Seaborne
,
A.
,
2008
, “
Sparql Query Language for rdf
,” Technical Report, Available at http://www.w3.org/TR/2008/REC-rdf-sparql-query-20080115/
38.
Feigenbaum
,
L.
,
Williams
,
G. T.
,
Clark
,
K. G.
, and
Torres
,
E.
,
2013
, “
Sparql 1.1 Protocol
,” Technical Report, Available at http://www.w3.org/TR/2013/REC-sparql11-protocol-20130321/
39.
Xia
,
K.
,
Gao
,
L.
,
Li
,
W.
, and
Chao
,
K.-M.
,
2014
, “
Disassembly Sequence Planning Using a Simplified Teaching-Learning-Based Optimization Algorithm
,”
Adv. Eng. Inf.
,
28
(
4
), pp.
518
527
.
You do not currently have access to this content.