Evaluation of event-based irrigation system control scheme for tomato crops in greenhouses

Agricultural Water Management

Volumn 183, Issue , 2017, Pages 16-25

  Pawlowski, A ^a   Sanchez Molina J A ^b   Guzman J L ^b   Rodriguez F ^b   Dormido, S ^a  

^a UNIVERSIDAD NACIONAL DE EDUCACIÓN A DISTANCIA   (Spain)

^b UNIVERSITY OF ALMERÍA   (Spain)

Author keywords

Event based control; Greenhouse; Humidity; Irrigation system; Transpiration

Indexed keywords

ATMOSPHERIC HUMIDITY; CONTROL SYSTEMS; CROPS; GREENHOUSES; IRRIGATION; TRANSPIRATION; WATER SUPPLY;

CONTROL PERFORMANCE; CROP TRANSPIRATIONS; EVENT-BASED CONTROL; HUMIDITY LEVELS; IMPROVED CONTROLS; IRRIGATION SYSTEMS; OPERATION CONDITIONS; WATER CONSUMPTION;

HUMIDITY CONTROL;

CONTROL SYSTEM; CROP PLANT; GREENHOUSE ECOSYSTEM; HUMIDITY; INTENSIVE AGRICULTURE; IRRIGATION SYSTEM; NUMERICAL MODEL; TRANSPIRATION; WATER CONTENT; WATER SUPPLY;

SPAIN;

LYCOPERSICON ESCULENTUM;

EID: 84996606892     PISSN: 03783774     EISSN: 18732283     Source Type: Journal    
DOI: 10.1016/j.agwat.2016.08.008     Document Type: Article

References (35)

1. Årzén, K.E., Simple event-based PID controller. Proceedings of 14th IFAC World Congress, Beijing, China, 1999.
2. Åström, K.J., Event based control. Analysis and Design of Nonlinear Control Systems, 2007, Springer-Verlag, London, UK, 127–147.
3. Baille, M., Baille, L., Laury, J.C., A simplified model for predicting evapotranspiration rate of nine ornamental species vs. climate factors and leaf area. Sci. Hortic. 59 (1994), 217–232.
4. Beschi, M., Dormido, S., Sánchez, J., Visioli, A., Characterization of symmetric send-on-delta PI controllers. J. Process Control 22 (2012), 1930–1945.
5. Beschi, M., Pawlowski, A., Guzmán, J.L., Berenguel, M., Visioli, A., Symmetric send-on-delta PI control of a greenhouse system. Proceedings of the 19th IFAC World Congress, Cape Town, South Africa, 2014.
6. Boulard, T., Wang, S., Greenhouse crop transpiration simulation from external climate conditions. Agric. Forest Meteorol. 100 (2000), 25–34.
7. Camacho, E.F., Bordóns, C., Model Predictive Control. 2007, Springer-Verlag, London, UK.
8. Durand, S., Zakaria, H., Fesquet, L., Marchand, N., A robust and energy-efficient DVFS control algorithm for GALS-ANoC MPSoC in advanced technology under process variability constraints. Int. J. Adv. Comput. Sci. 3 (2014), 97–105.
9. Fernández, M.D., González, A.M., Carreno, J., Pérez, C., Bonachela, S., Analysis of on-farm irrigation performance in Mediterranean greenhouses. Agric. Water Manag. 89 (2007), 251–260.
10. Gieling, T.H., Control of Water Supply and Specific Nutrient Application in Closed Growing Systems (Ph.D. thesis). 2001, Wageningen University, Netherlands.
11. Harris, T., Mapp, H., Use of optimal control in deriving water conserving irrigation schedules based on state events. Comput. Electron. Agric. 2 (1988), 301–316.
12. Jemaa, R., Boulard, T., Baille, A., Some results on water and nutrient consumption of a greenhouse tomato crop grown in rockwool. Acta Hortic. 408 (1995), 137–146.
13. Ljung, L., System Identification: Theory for the User. 1999, Prentice Hall, Englewood Cliffs, NJ, USA.
14. Lozoya, C., Mendoza, C., Mejía, L., Quintana, J., Mendoza, G., Bustillos, M., Arras, O., Solís, L., Model predictive control for closed-loop irrigation. Proceedings of the 19th World Congress of IFAC, Cape Town, South Africa, 2014.
15. McCarthy, A., Hancock, N., Raine, S., Development and simulation of sensor-based irrigation control strategies for cotton using the VARIwise simulation framework. Comput. Electron. Agric. 101 (2014), 148–162.
16. Medrano, E., Lorenzo, P., Sánchez-Guerrero, M.C., Montero, J.I., Evaluation and modelling of greenhouse cucumber-crop transpiration under high and low radiation conditions. Sci. Hortic. 105 (2005), 163–175.
17. Miskowicz, M., Send-On-Delta Concept: an event-based data reporting strategy. Sensors 1 (2006), 29–63.
18. Montero, J., Antón, A., Munoz, P., Lorenzo, P., Transpiration from geranium grown under high temperatures and low humidities in greenhouses. Agric. Forest Meteorol., 2001, 323–332.
19. Noga, M., Ozadowicz, A., Grela, J., Hayduk, G., Active consumers in smart grid systems – applications of the building automation technologies. Przeglad elektrotech 89 (2013), 227–233.
20. Pawlowski, A., Fernández, I., Guzmán, J.L., Berenguel, M., Acién, F.G., Normey-Rico, J.E., Selective pH and dissolved oxygen control strategy for a raceway reactor within an event-based approach. Comput. Chem. Eng. 65 (2014), 28–39.
21. Pawlowski, A., Guzmán, J.L., Berenguel, M., Dormido, S., Lagrange interpolation for signal reconstruction in event-based gpc. Proceedings of the 19th IEEE International Conference on Emerging Technologies and Factory Automation, Barcelona, Spain, 2014.
22. Pawlowski, A., Guzmán, J.L., Berenguel, M., Dormido, S., Event-based generalized predictive control. Event-Based Control and Signal Processing, 2015, CRC Press, Boca Raton, USA, 151–176.
23. Pawlowski, A., Guzmán, J.L., Normey-Rico, J.E., Berenguel, M., A practical approach for generalized predictive control within an event-based framework. Comput. Chem. Eng. 41 (2012), 52–56.
24. Pawlowski, A., Mendoza, J.L., Guzmán, J.L., Berenguel, M., Acién, F.G., Dormido, S., Selective pH and dissolved oxygen control strategy for a raceway reactor within an event-based approach. Control Eng. Pract. 44 (2015), 209–218.
25. Pawlowski, A., Sánchez, J.A., Guzmán, J.L., Rodríguez, F., Berenguel, M., Dormido, S., Event-based control for a greenhouse irrigation system. Proceedings of the 2nd IEEE International Conference on Event-Based Control, Communication, and Signal Processing, EBCCSP16, Krakow, Poland, 2016.
26. Reca, J., Torrente, C., Lopez-Luque, R., Martinez, J., Feasibility analysis of a standalone direct pumping photovoltaic system for irrigation in Mediterranean greenhouses. Renew. Energy 85 (2016), 1143–1154.
27. Rodríguez, F., Berenguel, M., Guzmán, J.L., Ramírez-Arias, A., Modeling and Control of Greenhouse Crop Growth. 2015, Springer, London, UK.
28. Ruiz, A., Ramírez-Arias, A., Rojano, A., Ojeda, W., Amount of water supply in soilless irrigation system with fuzzy logic. Proceedings of ASAE Annual International Meeting: Engineering Solutions for a New Century, 2000.
29. Sánchez, J., Visioli, A., Dormido, S., A two-degree-of-freedom PI controller based on events. J. Process Control 21 (2011), 639–651.
30. Sánchez-Molina, J.A., Rodríguez, F., Guzmán, J.L., Arahal, M.R., Virtual sensors for designing irrigation controllers in greenhouses. Sensor 44 (2012), 15244–15266.
31. Sánchez-Molina, J.A., Rodríguez, F., Guzmán, J.L., Ramírez-Arias, J.A., Water content virtual sensor for tomatoes in coconut coir substrate for irrigation control design. Agric. Water Manag. 151 (2015), 114–125.
32. Sandee, J.H., Heemels, W.P.M.H., van den Bosch, P.P.J., Event-driven control as an opportunity in the multidisciplinary development of embedded controllers. Proceedings of the American Control Conference, Portland, Oregon, USA, 2005.
33. Shin, J.H., Park, J.S., Son, J.E., Estimating the actual transpiration rate with compensated levels of accumulated radiation for the efficient irrigation of soilless cultures of paprika plants. Agric. Water Manag. 135 (2014), 9–18.
34. Stanghellini, C., Transpiration of Greenhouse Crops (Ph.D. thesis). 1987, Wageningen University, Netherlands.
35. Vosselen, A.V., Verplancke, H., Ranst, E.V., Assessing water consumption of banana: traditional versus modelling approach. Agric. Water Manag. 74 (2005), 201–218.