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A Practical Hybrid Control Approach for a Greenhouse Microclimate: A Hardware-in-the-Loop Implementation

Author

Listed:
  • Gustavo Cevallos

    (Departamento de Automatización y Control Industrial, Escuela Politécnica Nacional, Quito 170525, Ecuador)

  • Marco Herrera

    (Departamento de Automatización y Control Industrial, Escuela Politécnica Nacional, Quito 170525, Ecuador)

  • Ramon Jaimez

    (Facultad de Ingenieria Agronomica, Universidad Técnica de Manabi, Porto Viejo 130105, Ecuador)

  • Hanna Aboukheir

    (Colegio de Ciencias e Ingenierias, Universidad San Francisco de Quito USFQ, Campus Cumbayá, Casilla Postal 17-1200-841, Quito 170157, Ecuador)

  • Oscar Camacho

    (Colegio de Ciencias e Ingenierias, Universidad San Francisco de Quito USFQ, Campus Cumbayá, Casilla Postal 17-1200-841, Quito 170157, Ecuador)

Abstract

In the present work, a hybrid scheme based on the on–off, PID, and Fuzzy-PI controllers is shown, which was applied to the model of a greenhouse for the control of the vapor pressure deficit inside the greenhouse ( V P D i n ) through variables for heating and cooling around operating points 0.55 (kPa) and 1.0 (kPa), respectively. The implementation of the hybrid scheme was carried out under the concept of hardware-in-the-loop. The performance tests indicated satisfactory results that can be applied to greenhouses.

Suggested Citation

  • Gustavo Cevallos & Marco Herrera & Ramon Jaimez & Hanna Aboukheir & Oscar Camacho, 2022. "A Practical Hybrid Control Approach for a Greenhouse Microclimate: A Hardware-in-the-Loop Implementation," Agriculture, MDPI, vol. 12(11), pages 1-28, November.
    • Handle: RePEc:gam:jagris:v:12:y:2022:i:11:p:1916-:d:972553
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    References listed on IDEAS

    as
    1. Chiara Bersani & Marco Fossa & Antonella Priarone & Roberto Sacile & Enrico Zero, 2021. "Model Predictive Control versus Traditional Relay Control in a High Energy Efficiency Greenhouse," Energies, MDPI, vol. 14(11), pages 1-21, June.
    2. Liu, Zhipeng & Jiao, Xiyun & Zhu, Chengli & Katul, Gabriel G. & Ma, Junyong & Guo, Weihua, 2021. "Micro-climatic and crop responses to micro-sprinkler irrigation," Agricultural Water Management, Elsevier, vol. 243(C).
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    Cited by:

    1. Qian Zhang & Caiqi Hu & Rui Li, 2024. "Research on Distributed Dual-Wheel Electric-Drive Fuzzy PI Control for Agricultural Tractors," Agriculture, MDPI, vol. 14(9), pages 1-19, August.

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