Developing a control strategy for greenhouses equipped with natural ventilation and variable pressure fogging

Evapotranspiration models and simulated comparison of fixed and variable pressure fog cooling

Federico Villarreal Guerrero, Murat Kacira, Efren Fitz-Rodriguez, Raphael Linker, Avraham Arbel, Chieri Kubota, Gene A Giacomelli

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Abstract

Previous studies on high pressure fogging have shown their capability for maintaining temperature and humidity in acceptable ranges most of the year in greenhouses located in semiarid regions. The heat load, and therefore cooling demand, inside the greenhouse vary during the day and throughout the seasons. Thus, it may be advantageous to use a variable pressure fogging (VPF) system, where specific fog rates can be supplied based on the cooling demand. However, the absence of effective cooling strategies is one of the drawbacks limiting the extensive use of these systems. A well defined control strategy should account for plant's contribution on cooling and humidification in the control algorithm. This study compared the accuracy of three evapotranspiration models using measured values from greenhouse grown pepper plants. The results showed that Stanghellini model (R2=0.93) predicted measured evapotranspiration rates slightly better than Penman-Monteith (R2=0.84) and Takakura models (R2=0.79). Furthermore, a computer simulation was developed to compare a proposed control algorithm for VPF to a typical on/off fixed pressure fogging system based on vapor pressure deficit (VPD). Results showed that VPD based fixed pressure fogging strategy consumed more water and energy compared to the VPF system. Cycling of the pump was smaller and higher stability of temperature and relative humidity were achieved by the operation of the VPF system.

Original languageEnglish (US)
Title of host publicationAmerican Society of Agricultural and Biological Engineers Annual International Meeting 2010, ASABE 2010
PublisherAmerican Society of Agricultural and Biological Engineers
Pages4513-4527
Number of pages15
Volume6
ISBN (Print)9781617388354
StatePublished - 2010

Fingerprint

fog (meteorology)
natural ventilation
Weather
evapotranspiration
Ventilation
cooling
greenhouses
Pressure
Vapor Pressure
Humidity
vapor pressure
Temperature
computer simulation
pepper
pumps
Computer Simulation
humidity
relative humidity
temperature
Hot Temperature

Keywords

  • Cooling
  • Evapotranspiration
  • Fogging
  • Greenhouse
  • Natural ventilation
  • Semi-arid
  • Simulation
  • Variable frequency drive

ASJC Scopus subject areas

  • Agricultural and Biological Sciences (miscellaneous)

Cite this

Guerrero, F. V., Kacira, M., Fitz-Rodriguez, E., Linker, R., Arbel, A., Kubota, C., & Giacomelli, G. A. (2010). Developing a control strategy for greenhouses equipped with natural ventilation and variable pressure fogging: Evapotranspiration models and simulated comparison of fixed and variable pressure fog cooling. In American Society of Agricultural and Biological Engineers Annual International Meeting 2010, ASABE 2010 (Vol. 6, pp. 4513-4527). American Society of Agricultural and Biological Engineers.

Developing a control strategy for greenhouses equipped with natural ventilation and variable pressure fogging : Evapotranspiration models and simulated comparison of fixed and variable pressure fog cooling. / Guerrero, Federico Villarreal; Kacira, Murat; Fitz-Rodriguez, Efren; Linker, Raphael; Arbel, Avraham; Kubota, Chieri; Giacomelli, Gene A.

American Society of Agricultural and Biological Engineers Annual International Meeting 2010, ASABE 2010. Vol. 6 American Society of Agricultural and Biological Engineers, 2010. p. 4513-4527.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Guerrero, FV, Kacira, M, Fitz-Rodriguez, E, Linker, R, Arbel, A, Kubota, C & Giacomelli, GA 2010, Developing a control strategy for greenhouses equipped with natural ventilation and variable pressure fogging: Evapotranspiration models and simulated comparison of fixed and variable pressure fog cooling. in American Society of Agricultural and Biological Engineers Annual International Meeting 2010, ASABE 2010. vol. 6, American Society of Agricultural and Biological Engineers, pp. 4513-4527.
Guerrero FV, Kacira M, Fitz-Rodriguez E, Linker R, Arbel A, Kubota C et al. Developing a control strategy for greenhouses equipped with natural ventilation and variable pressure fogging: Evapotranspiration models and simulated comparison of fixed and variable pressure fog cooling. In American Society of Agricultural and Biological Engineers Annual International Meeting 2010, ASABE 2010. Vol. 6. American Society of Agricultural and Biological Engineers. 2010. p. 4513-4527
Guerrero, Federico Villarreal ; Kacira, Murat ; Fitz-Rodriguez, Efren ; Linker, Raphael ; Arbel, Avraham ; Kubota, Chieri ; Giacomelli, Gene A. / Developing a control strategy for greenhouses equipped with natural ventilation and variable pressure fogging : Evapotranspiration models and simulated comparison of fixed and variable pressure fog cooling. American Society of Agricultural and Biological Engineers Annual International Meeting 2010, ASABE 2010. Vol. 6 American Society of Agricultural and Biological Engineers, 2010. pp. 4513-4527
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