AGENT-BASED MODELING TO SUPPORT OPERATIONS MANAGEMENT IN A MULTI-PLANT ENTERPRISE

被引：0

作者：

Behdani, Behzad ^{[1
]}

Lukszo, Zofia ^{[1
]}

Adhitya, Arief ^{[2
]}

Srinivasan, Rajagopalan ^{[2
,3
]}

机构：

[1] Delft Univ Technol, Fac Technol Policy & Management, NL-2600 GA Delft, Netherlands

[2] ASTAR, Inst Chem & Engn Sci, Singapore 627833, Singapore

[3] Natl Univ Singapore, Dept Chem & Biomol Engn, Singapore 117576, Singapore

来源：

INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING INFORMATION AND CONTROL | 2010年 / 6卷 / 07期

关键词：

Agent based models; Multi-plant enterprise; Operation management; Abnormal situation management;

D O I：

暂无

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

A global industrial enterprise is a complex network of different distributed production plants producing, handling and distributing specific products. Agent-based modeling is a proven approach for modeling complex networks of intelligent and distributed actors. In this paper, we will demonstrate how an agent-based model can be used to evaluate the dynamic behavior of a global enterprise, considering both the system-level performance as well as the components' behavior. This quantitative model can be very useful for predicting the effects of local and operational activities on plant performance and improving the tactical and strategic decision-making at the enterprise level.

引用

页码：2873 / 2884

页数：12

共 17 条

[1]

[Anonymous], P 2005 WINT SIM C OR

[2] MODELS FOR MULTIPLANT COORDINATION [J].

BHATNAGAR, R ;

CHANDRA, P ;

GOYAL, SK .

EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1993, 67 (02) :141-160

[3] Optimal management of logistic activities in multi-site environments [J].

Dondo, Rodolfo ;

Mendez, Carlos A. ;

Cerda, Jaime .

COMPUTERS & CHEMICAL ENGINEERING, 2008, 32 (11) :2547-2569

[4] Enterprise-wide optimization: A new frontier in process systems engineering [J].

Grossmann, I .

AICHE JOURNAL, 2005, 51 (07) :1846-1857

[5]

Lee-Post A., 2008, Handbook of Decision Support Systems, V2 Variations, P371

[6]

Lukszo Z.V., 2005, IEEE international conference on Systems, Man and Cybernetics, P2378

[7] Plant roles and decision autonomy in multinational plant networks [J].

Maritan, CA ;

Brush, TH ;

Karnani, AG .

JOURNAL OF OPERATIONS MANAGEMENT, 2004, 22 (05) :489-503

[8] Integrated process planning and scheduling with minimizing total tardiness in multi-plants supply chain [J].

Moon, C ;

Kim, J ;

Hur, S .

COMPUTERS & INDUSTRIAL ENGINEERING, 2002, 43 (1-2) :331-349

[9] Experiences creating three implementations of the repast agent modeling toolkit [J].

North, Michael J. ;

Collier, Nicholson T. ;

Vos, Jerry R. .

ACM TRANSACTIONS ON MODELING AND COMPUTER SIMULATION, 2006, 16 (01) :1-25

[10] Optimal planning in large multi-site production networks [J].

Timpe, CH ;

Kallrath, J .

EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2000, 126 (02) :422-435

← 1 2 →