Deep reinforcement learning for PID parameter tuning in greenhouse HVAC system energy Optimization: A TRNSYS-Python cosimulation approach

MA Adesanya, H Obasekore, A Rabiu, WH Na… - Expert Systems with …, 2024 - Elsevier
The control of indoor temperature in greenhouses is crucial as it directly impacts the crop's
thermal comfort and the performance of heating, ventilation, and air-conditioning (HVAC) …

Energy-economic-environmental analysis of a net-zero energy greenhouse with fan-coil units and hot-water pipes: Experiment and modelling

MA Adesanya, WH Na, MH Kim… - Indoor and Built …, 2024 - journals.sagepub.com
This study analysed the performance of a hot-water pipe (HWP) and fan-coil units (FCUs) in
controlling microclimate conditions in a net-zero energy greenhouse (NZEG). The …

[HTML][HTML] Enhancing sustainable and climate-resilient agriculture: Optimization of greenhouse energy consumption through microgrid systems utilizing advanced meta …

AO Yakub, MA Adesanya, NN Same, A Rabiu… - Energy Strategy …, 2024 - Elsevier
Greenhouses offer controlled microclimates that enable year-round cultivation, improving
food security and agricultural productivity. However, greenhouses are energy-intensive, with …

Experimental study on spatiotemporal variation rules of thermal environment in the large-span insulated greenhouse

H Li, C Zong, J Lu, S Zhao, D Yang, W Song - Applied Thermal Engineering, 2025 - Elsevier
Large-span plastic greenhouses face serious challenges of insufficient insulation
performance and uneven thermal environment distribution, which would weaken the heat …

Multi-Span Greenhouse Energy Saving by External Insulation: System Design and Implementation

W Guan, W Guo, F Chen, X Han, H Wang, W Sun… - Agriculture, 2024 - mdpi.com
To address the issues of excessive heat loss from the roofs of multi-span greenhouses and
high energy consumption for heating during winter production, we propose an approach for …

The design of an automatic control system for temperature, humidity, and illumination detection

K Liu - International Conference on Cloud Computing and …, 2024 - spiedigitallibrary.org
An automatic control system with temperature, humidity and illumination detection is
introduced. The system compares the values with the range of temperature, humidity and …