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Energy Consumption Optimisation for Horticultural Facilities
Aalto University, Department of Electrical Engineering and Automation, Espoo, Finland.
Aalto University, Department of Electrical Engineering and Automation, Espoo, Finland.
Aalto University, Department of Electrical Engineering and Automation, Espoo, Finland.
Department of Electrical and Information Engineering, Polytechnic University of Bari, Bari, Italy.
Show others and affiliations
2024 (English)In: 2024 IEEE 29th International Conference on Emerging Technologies and Factory Automation - ETFA 2024 / [ed] Tullio Facchinetti, Angelo Cenedese, Lucia Lo Bello, Stefano Vitturi, Thilo Sauter, Federico Tramarin, IEEE, 2024Conference paper, Published paper (Refereed)
Abstract [en]

This paper proposes a framework designed to optimise energy consumption in vertical farming. It aims to maximise cost efficiency by balancing between minimising system operations during the electricity price peaks and the ability to trade capacity on the FCR market while also fulfilling constraints on the internal growing process. We consider that the vertical farming system has distributed control with a series of actuators controlled by various spatially distributed PLCs that we refer to as agents, to underline their independence. The paper conducts two experiments for a lO-agent system with a Pareto controller and a lOO-agent system with a Lagrangian approach and shows the balance between more cost-efficient momentary energy consumption control.

Place, publisher, year, edition, pages
IEEE, 2024.
Keywords [en]
energy consumption optimisation, vertical farming, multi-agent systems
National Category
Energy Engineering
Research subject
Dependable Communication and Computation Systems
Identifiers
URN: urn:nbn:se:ltu:diva-110687DOI: 10.1109/ETFA61755.2024.10710757Scopus ID: 2-s2.0-85207826602OAI: oai:DiVA.org:ltu-110687DiVA, id: diva2:1912611
Conference
IEEE International Conference on Emerging Technologies and Factory Automation (EFTA 2024), Padova, Italy, September 10-13, 2024
Note

Funder: Project I-SWARM X and project co-funded by Business Finland, Smart Grid 2.0;

ISBN for host publication: 979-8-3503-6123-0;

Available from: 2024-11-12 Created: 2024-11-12 Last updated: 2024-12-20Bibliographically approved

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Vyatkin, Valeriy

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