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.
Energy Consumption Optimisation for Horticultural Facilities / Zhukovskii, K.; Ovsiannikova, P.; Jhunjhunwala, P.; Scarabaggio, P.; Carli, R.; Dotoli, M.; Vyatkin, V.. - 13:(2024), pp. 1-8. (Intervento presentato al convegno 29th IEEE International Conference on Emerging Technologies and Factory Automation, ETFA 2024 tenutosi a ita nel 2024) [10.1109/ETFA61755.2024.10710757].
Energy Consumption Optimisation for Horticultural Facilities
Scarabaggio P.;Carli R.;Dotoli M.;
2024-01-01
Abstract
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.I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.