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Industrial Agents: Recent Advances and Future Challenges

A special issue of Applied Sciences (ISSN 2076-3417). This special issue belongs to the section "Applied Industrial Technologies".

Deadline for manuscript submissions: 10 November 2024 | Viewed by 1325

Special Issue Editors


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Guest Editor
Department of Systems Engineering and Automatic Control, Faculty of Engineering in Bilbao, University of the Basque Country (UPV/EHU), Bilbao, Spain
Interests: smart manufacturing; automation systems; multi-agent systems; application orchestration
Special Issues, Collections and Topics in MDPI journals

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Guest Editor
Automatic Control and Systems Engineering Department, University of the Basque Country, 48013 Bilbao, Spain
Interests: smart & flexible automation production systems

Special Issue Information

Dear Colleagues,

Industrial agents play key roles in the realization of the fourth industrial revolution, or industry 4.0, by enabling the development of industrial cyber–physical systems (ICPSs). Industrial agents possess all the capabilities and features of multi-agent systems or MAS (the flexibility and ability to make decisions autonomously, enabling competition and/or collaboration with each other to achieve their objectives), enhanced with the ability to integrate and manage factory assets such as robots or PLCs. This way, the industrial agents paradigm extends and particularizes the requirements and characteristics of MAS to the manufacturing domain, supported by recently published standards such as IEEE 2660.1 and VDI 2653.

The purpose of this Special Issue is to promote and collate the efforts that are currently underwat in the development of ICPSs based on the paradigm of industrial agents. In this way, this Special Issue intends to cover both the resolution of technical problems by using industrial agents and their applicability to develop solutions compliant to the main reference architectures for industry 4.0, such as the reference architectural model industrie 4.0 (RAMI) 4.0 and the industrial internet reference architecture (IIRA).

Dr. Oskar Casquero
Dr. Aintzane Armentia
Guest Editors

Manuscript Submission Information

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Keywords

  • industrial agents
  • industrial cyber–physical systems
  • fourth industrial revolution
  • industry 4.0
  • IEEE 2660.1
  • VDI 2653
  • reference architectural model industrie 4.0 (RAMI 4.0)
  • industrial internet reference architecture (IIRA)

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Published Papers (1 paper)

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Research

18 pages, 955 KiB  
Article
Food Passports and Intelligent Food Recipes: The Data-Oriented Way of Producing Food
by Luis Ribeiro, Mihaela Mihnea, Christina Skjöldebrand and Anders Lareke
Appl. Sci. 2024, 14(6), 2247; https://doi.org/10.3390/app14062247 - 7 Mar 2024
Viewed by 770
Abstract
This paper discusses a Multiagent System architecture and its supporting concepts and technical implementation for food-producing systems. The Food and Beverages industry is in dire need of embracing more advanced industrial digitization practices to be able to meet immediate sustainability requirements. One such [...] Read more.
This paper discusses a Multiagent System architecture and its supporting concepts and technical implementation for food-producing systems. The Food and Beverages industry is in dire need of embracing more advanced industrial digitization practices to be able to meet immediate sustainability requirements. One such challenge is improving and optimizing resource utilization. A more rationalized use of raw materials, production processes and machinery is a key aspect of the latter. At the same time, food is still produced, in many instances, in a very traditional way, particularly when it comes to ingredient selection. The architecture introduced in this paper has the ambition of articulating the supply and demand of food products based in the technical characteristics of food (e.g., composition, nutritional content and value, processing efficiency, and taste profiles) instead of the more traditional characteristics. To that end, the paper introduces, among other key concepts, the notion of the Digital Food Identity Card as an active digital document that stores such technical information and the notion of Dynamic Recipe as an active software entity with the dynamic capability of adjusting production parameters in a recipe to market conditions, as well as coordinating the resources included in the execution of a industrial food recipe. Both concepts are modeled as agents and part of the proposed architecture. Finally, the paper provides a formal grammar for a domain specific language, that can be used by human specialists to define a dynamic recipe and be simultaneously interpreted by Dynamic Recipe Agents to enact the behaviours previously described. The domain specific language is an integral part of the architecture, together with the agent-based formulation, and an important link in creating an effectively data-oriented way of articulating different stake-holder concerns. The proposed solution is informed by requirements elicited within domain experts and sustainability targets that food-producing companies currently must adhere to. Full article
(This article belongs to the Special Issue Industrial Agents: Recent Advances and Future Challenges)
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