학술논문

Integration of an agent-based strategic planner in an enterprise service bus ecosystem
Document Type
Conference
Source
2015 IEEE 13th International Conference on Industrial Informatics (INDIN) Industrial Informatics (INDIN), 2015 IEEE 13th International Conference on. :1336-1341 Jul, 2015
Subject
Communication, Networking and Broadcast Technologies
Components, Circuits, Devices and Systems
Computing and Processing
Engineering Profession
Photonics and Electrooptics
Power, Energy and Industry Applications
Robotics and Control Systems
Signal Processing and Analysis
Strategic planning
Ontologies
Optimization
Companies
Production planning
Language
ISSN
1935-4576
2378-363X
Abstract
The continuous change in the manufacturing world is demanding more flexible, responsive and accurate planning tools, which are able to assist the decision-makers to take tactical and strategic decisions on short notice with a high level of confidence. For this purpose, these tools should dynamically explore different operative scenarios in the planning procedure and produce information about key performance indicators. This paper describes the development of an agent-based strategic planner, combining the flexibility of multi-agent systems principles with the optimization capability of a Mixed Integral Programming technique. The tool is integrated in an ecosystem of heterogeneous decision-making systems through an Enterprise Service Bus that also provides access to legacy data.