28 citations · 34 across the 8 of their papers we have counts for
3 papers · 1 filter
Modeling and Optimal Control of Thermal Environment in Pig Houses
Mingxin Wei, Jinrui Zhang, Peter Groot Koerkamp +2
The management of thermal environments in pig farming is crucial for optimizing animal health, productivity, and operational energy efficiency. This study introduces a novel therma…
A Teacher-Student MPC-PPO Coupled Reinforcement Learning Framework for Winter Temperature Control of Solar Greenhouses in Northern China
Jingxin Yu, Lushun Ma, Jinpeng Zhao +7
Solar greenhouses are crucial infrastructure of modern agricultural production in northern China. However, highly fluctuating temperature in winter season results in poor greenhous…
Reinforcement Learning Versus Model Predictive Control on Greenhouse Climate Control
Bernardo Morcego, Wenjie Yin, Sjoerd Boersma +3
Greenhouse is an important protected horticulture system for feeding the world with enough fresh food. However, to maintain an ideal growing climate in a greenhouse requires resour…