Energy-efficient AI-based Control of Semi-closed Greenhouses Leveraging Robust Optimization in Deep Reinforcement Learning

As greenhouses are being widely adopted worldwide, it is important to improve the energy efficiency of the control systems while accurately regulating their indoor climate to realize sustainable agricultural practices for food production. In this work, we propose an artificial intelligence (AI)-base...

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Bibliographic Details
Main Authors: Akshay Ajagekar, Neil S. Mattson, Fengqi You
Format: Article
Language:English
Published: Elsevier 2023-02-01
Series:Advances in Applied Energy
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2666792422000373