Usage of Cognitive Architectures in the Development of Industrial Applications - Utilization of a General Cognitive Process in the Domain Building Automation

Alexander Wendt, Stefan Kollmann, Lydia Siafara, Yevgen Biletskiy

Abstract

Cognitive architectures, which originate from the field of Artificial Intelligence, implement models for problem-solving and decision-making. These architectures have a wide room for implementation in industrial applications. The goal is to adapt a cognitive architecture to the demands of an application in the area of building automation. It is analyzed, why cognitive architectures are difficult to apply in industrial domain. The result of the analysis is a cognitive process, which is applied to an application in the building automation domain. The use of the architectures is demonstrated within a Java-based based middleware. There, the cognitive architecture is applied for the automatic generation and improvement of control strategies in building automation, which have the goal to minimize energy consumption with minimal reduction of the comfort.

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Paper Citation


in Harvard Style

Wendt A., Kollmann S., Siafara L. and Biletskiy Y. (2018). Usage of Cognitive Architectures in the Development of Industrial Applications - Utilization of a General Cognitive Process in the Domain Building Automation.In Proceedings of the 10th International Conference on Agents and Artificial Intelligence - Volume 2: ICAART, ISBN 978-989-758-275-2, pages 641-648. DOI: 10.5220/0006679806410648


in Bibtex Style

@conference{icaart18,
author={Alexander Wendt and Stefan Kollmann and Lydia Siafara and Yevgen Biletskiy},
title={Usage of Cognitive Architectures in the Development of Industrial Applications - Utilization of a General Cognitive Process in the Domain Building Automation},
booktitle={Proceedings of the 10th International Conference on Agents and Artificial Intelligence - Volume 2: ICAART,},
year={2018},
pages={641-648},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0006679806410648},
isbn={978-989-758-275-2},
}


in EndNote Style

TY - CONF

JO - Proceedings of the 10th International Conference on Agents and Artificial Intelligence - Volume 2: ICAART,
TI - Usage of Cognitive Architectures in the Development of Industrial Applications - Utilization of a General Cognitive Process in the Domain Building Automation
SN - 978-989-758-275-2
AU - Wendt A.
AU - Kollmann S.
AU - Siafara L.
AU - Biletskiy Y.
PY - 2018
SP - 641
EP - 648
DO - 10.5220/0006679806410648