Production as a Service: A Digital Manufacturing Framework for Optimizing Utilization

被引:34
作者
Balta, Efe C. [1 ]
Lin, Yikai [2 ]
Barton, Kira [1 ]
Tilbury, Dawn M. [1 ]
Mao, Z. Morley [2 ]
机构
[1] Univ Michigan, Dept Mech Engn, Ann Arbor, MI 48109 USA
[2] Univ Michigan, Dept Elect Engn & Comp Sci, Ann Arbor, MI 48109 USA
基金
美国国家科学基金会;
关键词
Genetic algorithms; intellectual property; intelligent manufacturing systems; manufacturing automation; service-oriented systems engineering; GENETIC ALGORITHM; WEB-SERVICES; SYSTEMS; OPTIMIZATION; ENVIRONMENT; AUTOMATION; CAD;
D O I
10.1109/TASE.2018.2842690
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In current practice, product developers with customized small batch production needs come across the problem of finding capable and flexible manufacturers, whereas manufacturers face underutilization due to inconsistent demand. This paper presents a Production as a Service (PaaS) framework to connect users (consumers or product developers) who have customized small batch manufacturing needs with manufacturers who have existing underutilized resources. PaaS is a cloud-based, centralized framework based on a service-oriented architecture that abstracts the manufacturing steps of a product as individual (production) service requests. Using PaaS, the user is able to reach many capable manufacturers at once and receive quotations for the production request. On the other end, PaaS reduces the effort required to find new customers and enables the manufacturers to easily submit quotations to increase the utilization of their resources. The functionalities and concepts defined in this paper are illustrated through case studies.
引用
收藏
页码:1483 / 1493
页数:11
相关论文
共 36 条
[1]   A genetic algorithm for shortest path routing problem and the sizing of populations [J].
Ahn, CW ;
Ramakrishna, RS .
IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION, 2002, 6 (06) :566-579
[2]   Manufacturing systems synthesis using knowledge discovery [J].
AlGeddawy, Tarek ;
ElMaraghy, Hoda .
CIRP ANNALS-MANUFACTURING TECHNOLOGY, 2011, 60 (01) :437-440
[3]   FEATURE-BASED MODELING APPROACHES FOR INTEGRATED MANUFACTURING - STATE-OF-THE-ART SURVEY AND FUTURE-RESEARCH DIRECTIONS [J].
ALLADA, V ;
ANAND, S .
INTERNATIONAL JOURNAL OF COMPUTER INTEGRATED MANUFACTURING, 1995, 8 (06) :411-440
[4]   A matchmaking methodology for supply chain deployment in distributed manufacturing environments [J].
Ameri, Farhad ;
Dutta, Debasish .
JOURNAL OF COMPUTING AND INFORMATION SCIENCE IN ENGINEERING, 2008, 8 (01) :0110021-0110029
[5]  
[Anonymous], 2014, 6 SIGMA HDB
[6]  
Balta EC, 2017, IEEE INT CON AUTO SC, P382, DOI 10.1109/COASE.2017.8256133
[7]  
Barton Research Group, PROD SERV
[8]  
Borangiu T., 2015, P INT C EXPL SERV SC
[9]   A PDM- and CAD-integrated assembly modelling environment for manufacturing planning [J].
Bowland, NW ;
Gao, JX ;
Sharma, R .
JOURNAL OF MATERIALS PROCESSING TECHNOLOGY, 2003, 138 (1-3) :82-88
[10]   Service-Oriented Infrastructure to Support the Deployment of Evolvable Production Systems [J].
Candido, Goncalo ;
Colombo, Armando W. ;
Barata, Jose ;
Jammes, Francois .
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2011, 7 (04) :759-767