TY - GEN
T1 - Adaptive Intelligent Supplemental Light Optimization based on Fluctuating Electricity Prices
AU - Sørensen, Jan Corfixen
AU - Reybroeck, Eva
PY - 2024/5
Y1 - 2024/5
N2 - Growers cannot compromise product quality by saving energy, but increasing electricity prices pose an economic challenge. Greenhouse climate control systems must support advanced strategies to optimize these dynamic conflicting goals, but they do not currently do so. The approach utilizes existing hardware and integrates with local climate data, electricity price forecasts, and outdoor weather forecasts, enables advanced multi-objective optimization of climate parameters without requiring new hardware investments. In December 2022, researchers conducted a greenhouse experiment to evaluate the proposed system. Using dynamic multi-objective optimization, they were able to produce a variety of cultivars and save energy without sacrificing quality
AB - Growers cannot compromise product quality by saving energy, but increasing electricity prices pose an economic challenge. Greenhouse climate control systems must support advanced strategies to optimize these dynamic conflicting goals, but they do not currently do so. The approach utilizes existing hardware and integrates with local climate data, electricity price forecasts, and outdoor weather forecasts, enables advanced multi-objective optimization of climate parameters without requiring new hardware investments. In December 2022, researchers conducted a greenhouse experiment to evaluate the proposed system. Using dynamic multi-objective optimization, they were able to produce a variety of cultivars and save energy without sacrificing quality
KW - dynamic multi-objective optimization
KW - genetic algorithm
KW - greenhouse climate control
KW - software engineering
U2 - 10.1109/EAIS58494.2024.10570008
DO - 10.1109/EAIS58494.2024.10570008
M3 - Article in proceedings
T3 - IEEE International Conference on Evolving and Adaptive Intelligent Systems (EAIS)
BT - 2024 IEEE International Conference on Evolving and Adaptive Intelligent Systems (EAIS)
PB - IEEE
T2 - 2024 IEEE International Conference on Evolving and Adaptive Intelligent Systems (EAIS)
Y2 - 23 May 2024 through 24 May 2024
ER -