Decentralized decision support for intelligent manufacturing in Industry 4.0
| Autor: | M C Marques, Gregory Zacharewicz, Carlos Agostinho, Ricardo Jardim-Goncalves |
|---|---|
| Rok vydání: | 2017 |
| Předmět: |
0209 industrial biotechnology
Decision support system Process management Knowledge management Decision engineering Industry 4.0 Computer science business.industry Industrial production Decentralized decision-making Intelligent decision support system 02 engineering and technology Manufacturing 020901 industrial engineering & automation Business decision mapping 0202 electrical engineering electronic engineering information engineering Industrial Digitalization 020201 artificial intelligence & image processing business Decentralized Decision Support Software Decision analysis |
| Zdroj: | Journal of Ambient Intelligence and Smart Environments |
| ISSN: | 1876-1364 |
| DOI: | 10.3233/AIS-170436 |
| Popis: | “Industry 4.0” is recognized as the future of industrial production in which concepts as Smart Factory and Decentralized Decision Making are fundamental. This paper proposes a novel strategy to support decentralized decision, whilst identifying opportunities and challenges of Industry 4.0 contextualizing the potential that represents industrial digitalization and how technological advances can contribute for a new perspective on manufacturing production. It is analysed a set of barriers to the full implementation of Industry 4.0 vision, identifying areas in which decision support is vital. Then, for each of the identified areas, the authors propose a strategy, characterizing it together with the level of complexity that is involved in the different processes. The strategies proposed are derived from the needs of two of Industry 4.0 main characteristics: horizontal integration and vertical integration. For each case, decision approaches are proposed concerning the type of decision required (strategic, tactical, operational and real-time). Validation results are provided together with a discussion on the main challenges that might be an obstacle for a successful decision strategy. |
| Databáze: | OpenAIRE |
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