Neural network modeling and intelligent control of the distributed parameter greenhouse climate

Wang, Wanliang; Wu, Qidi

doi:10.1016/s1474-6670(17)56962-1

Cited by 3 publications

(2 citation statements)

References 14 publications

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“…However, due to the large fluctuation in control parameters in the greenhouse environment, it is necessary to combine the corresponding intelligent algorithm to solve the control of related parameters in a complex greenhouse environment. Traditional greenhouse climate control methods can be divided into three types: proportional-integral-derivative (PID) control methods [153], [154], fuzzy control methods [155], [156] and neural network control methods [157]- [159]. As research becomes more in-depth, an increasing number of new intelligent algorithms have been proposed and applied.…”

Section: A Monitoring and Control Of Environmentmentioning

confidence: 99%

Equipment and Intelligent Control System in Aquaponics: A Review

Wei

et al. 2019

IEEE Access

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Traditional planting and aquaculture has the problem of large consumption of water resources and land resources, and the water environmental pollution is also a difficult problem facing human beings. Population growth and food safety issues have promoted the concept of aquaponics-a recycling ecological planting and breeding mode. It combines hydroponics and recirculating aquaculture technology to realize water resources and nutrient recycling, low pollution and high productivity and efficiency. In this paper, hydroponics as the main vegetable cultivation method in aquaponics and the main equipment of water treatment in recirculating aquaculture are introduced, and the traditional equipment and its development prospects are analyzed. The greenhouse environments, water quality and nutrient circulation involved in intelligent monitoring and control of aquaponic systems are systematically analyzed and summarized. This paper summarizes the current development of technology and methods in aquaponics and provides prospects for future development trends. With the development of technology, in the future, the aquaponics system will become more intelligent, intensive, accurate and efficient. INDEX TERMS Aquaponics, efficient utilization of water, intelligent controlling, nutrient cycle, precision monitoring.

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Section: A Monitoring and Control Of Environmentmentioning

confidence: 99%

Equipment and Intelligent Control System in Aquaponics: A Review

Wei

et al. 2019

IEEE Access

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“…In recent years, several approaches have been proposed to deal with the climate control problem in greenhouses (Boaventura et al 1997;Wang and Wu, 1999), however most techniques provide only indirect constraint compensation.…”

Section: Introductionmentioning

confidence: 99%