Model-based predictive control of greenhouse climate for reducing energy and water consumption

Computers and Electronics in Agriculture - Tập 55 - Trang 49-70 - 2007
X. Blasco1, M. Martínez1, J.M. Herrero1, C. Ramos1, J. Sanchis1
1Predictive Control and Heuristic Optimization Group, Department of Systems Engineering and Control, Universidad Politécnica de Valencia, Camino de Vera S/N, 46022 Valencia, Spain

Tài liệu tham khảo

Albright, 1985, In situ thermal calibration of unventilated greenhouses, J. Agric. Eng. Res., 31, 265, 10.1016/0021-8634(85)90093-9 Aström, 1995 Baille, 1994, Microclimate and transpiration of a greenhouse rose crop, Agric. For. Meteorol., 71, 83, 10.1016/0168-1923(94)90101-5 Baille, 1996, Stomatal conductance of rose whole plants in greenhouse conditions. Analysis and modelling, J. Hortic. Sci., 71, 957, 10.1080/14620316.1996.11515480 Blasco, 2001, Model based predictive control using genetic algorithms. Application to a greenhouse climate control, Lect. Notes Artific. Intell., 2084 Boodley, 1996 Boulard, 1995, Natural ventilation of greenhouse with continous roof vents: measurements and data analysis, J. Agric. Eng. Res., 61, 27, 10.1006/jaer.1995.1027 Boulard, 1996, Calibration and validation of a greenhouse climate control model, Acta Hortic. (ISHS), 406, 49, 10.17660/ActaHortic.1996.406.4 2000 Clarke, 1987, Generalized predictive control. Part i, Automatica, 23, 137, 10.1016/0005-1098(87)90087-2 Clarke, 1987, Generalized predictive control. Part ii. Extensions and interpretations, Automatica, 23, 149, 10.1016/0005-1098(87)90088-4 Coelho, 2005, Greenhouse air temperature predictive control using the particle swarm optimisation algorithm, Comput. Electron. Agric., 49, 330, 10.1016/j.compag.2005.08.003 Coello, 2002, Theoretical and numerical constraint-handling techniques used with evolutionary algorithms: a survey of the state of the art, Comput. Meth. Appl. Mech. Eng., 191, 1245, 10.1016/S0045-7825(01)00323-1 Ghoumari, 2005, Non-linear constrained mpc: real-time implementation of greenhouse air temperature control, Comput. Electron. Agric., 49, 345, 10.1016/j.compag.2005.08.005 Goldberg, 1989 Hasni, 2006, Evolutionary algorithms in the optimization of natural ventilation parameters in a greenhouse with continuous roof vents, Acta Hortic. (ISHS), 719, 49, 10.17660/ActaHortic.2006.719.3 Haupt, 1998 Herrero, 2002, Identification of continous processes parameters using genetic algorithms Holland, 1975 Johansson, 1993 Lecomte, 2005, Multivariable greenhouse control: applications to fertigation and climate management, Acta Hortic. (ISHS), 691, 249, 10.17660/ActaHortic.2005.691.29 Martínez, 2005, Monitorización y control de procesos. una visión teórico-práctica aplicada a invernaderos, Revista Iberoamericana de Automática e Informática Industrial, 2, 5 Martínez, 1998, Generalized predictive control using genetic algorithms (gagpc), Eng. Appl. Artif. Intell., 11, 355, 10.1016/S0952-1976(98)00003-7 Michalewicz, 1996 Monteith, 1973, Principles of environmental physics Nelson, 2002 Piñón, 2005, Constrained predictive control of a greenhouse, Comput. Electron. Agric., 49, 317, 10.1016/j.compag.2005.08.007 Pronzalo, 1997 Qin, 2003, A survey of industrial model predictive control technology, Control Eng. Practice, 11, 733, 10.1016/S0967-0661(02)00186-7