Improving the cost effectiveness of greenhouse climate control

Abstract A control philosophy is described for maximising the financial margin between the value of a greenhouse crop and the cost of controlling the greenhouse climate. This uses physical models, which describe how the conditions inside the greenhouse are influenced by external conditions, to determine the inputs necessary to create the internal climate. Biological models are used to predict the influence of the climate on crop production. Economic models provide input costs and crop market value. These models are used in an optimisation algorithm to determine the values of specific climate variables which maximise the financial margin. The algorithm will operate in real time in the greenhouse climate controller to determine the optimal time trajectory of the controlled climate variable. The paper illustrates this form of control with three examples. Two relate to reducing the cost of greenhouse heating by optimising the closing and opening of thermal screens, and by controlling heating on the basis of integrated, rather than instantaneous, temperature. The third describes the optimal control of carbon dioxide concentration in the greenhouse atmosphere.

[1]  R. G. Hurd,et al.  THE INFLUENCE OF DIFFERENT TEMPERATURE PATTERNS HAVING THE SAME INTEGRAL ON THE EARLINESS AND YIELD OF TOMATOES , 1984 .

[2]  P.D.H. Tantau MODELS FOR GREENHOUSE CLIMATE CONTROL , 1989 .

[3]  K. E. Cockshull,et al.  The influence of shading on yield of glasshouse tomatoes , 1992 .

[4]  D. L. Critten,et al.  Optimization of CO2 concentration in Greenhouses : a modelling analysis for the lettuce crop , 1991 .

[5]  Ido Seginer,et al.  Optimal CO2 enrichment strategy for greenhouses: a simulation study , 1986 .

[6]  K. E. Cockshull,et al.  THE EFFECTS OF DAY AND NIGHT TEMPERATURE ON FLOWER INITIATION AND DEVELOPMENT IN CHRYSANTHEMUM , 1982 .

[7]  H. Challa,et al.  GROWTH OF YOUNG CUCUMBER PLANTS UNDER DIFFERENT DIURNAL TEMPERATURE PATTERNS , 1985 .

[8]  E. Arnold,et al.  DEVELOPMENT OF STRATEGIES FOR TEMPERATURE AND CO2 CONTROL IN THE GREENHOUSE PRODUCTION OF CUCUMBERS AND TOMATOES BASED ON MODELBUILDING AND OPTIMIZATION , 1989 .

[9]  B. J. Bailey Control strategies to enhance the performance of greenhouse thermal screens , 1988 .

[10]  Ido Seginer,et al.  Optimal control of greenhouse climate: methodology , 1984 .

[11]  A. A. Rijsdijk,et al.  DYNAMIC MODEL FOR GREENHOUSE CROP PHOTOSYNTHESIS: VALIDATION BY MEASUREMENTS AND APPLICATION FOR CO2 OPTIMIZATION , 1989 .

[12]  B. J. Bailey,et al.  Measurement and prediction of greenhouse ventilation rates , 1992 .

[13]  D. P. Aikman,et al.  Wind-related temperature setting in glasshouses , 1989 .

[14]  B. J. Bailey WIND DEPENDENT CONTROL OF GREENHOUSE TEMPERATURE , 1985 .

[15]  P. F. Davis,et al.  Improvement of greenhouse heating control , 1991 .

[16]  P. Jones,et al.  COUPLING EXPERT SYSTEMS AND MODELS FOR THE REAL-TIME CONTROL OF PLANT ENVIRONMENTS , 1989 .

[17]  B. J. Bailey THE EVALUATION OF THERMAL SCREENS IN GLASSHOUSES ON COMMERCIAL NURSERIES , 1981 .

[18]  A. D. Koning,et al.  The effect of different day/night temperature regimes on growth, development and yield of glasshouse tomatoes , 1988 .

[19]  J. Thornley,et al.  Modelling Light Absorption and Canopy Net Photosynthesis of Glasshouse Row Crops and Application to Cucumber , 1992 .

[20]  D. Charles-Edwards,et al.  An Analysis of Some Effects of Humidity on Photosynthesis by a Tomato Canopy under Winter Light Conditions and a Range of Carbon Dioxide Concentrations , 1976 .

[21]  Louis D. Albright,et al.  Rational Operation of Greenhouse Thermal-Curtains , 1980 .

[22]  J. E. Fernández,et al.  Spatio-temporal responses of a glasshouse to gaseous enrichment , 1992 .

[23]  T. D. Jong Natural ventilation of large multi-span greenhouses , 1990 .

[24]  A. T. Cate,et al.  Modelling and (adaptive) control of greenhouse climates , 1984 .

[25]  James W. Jones,et al.  Real-time greenhouse monitoring and control with an expert system , 1989 .

[26]  L. D. Albright,et al.  USE OF AVERAGE NIGHT TEMPERATURES FOR PLANT GROWTH FOR POTENTIAL ENERGY SAVINGS , 1981 .

[27]  Z. S. Chalabi,et al.  A generalized optimization strategy for dynamic CO2 enrichment in a greenhouse , 1992 .

[28]  E. Nederhoff DYNAMIC OPTIMIZATION OF THE CO2 CONCENTRATION IN GREENHOUSES: AN EXPERIMENT WITH CUCUMBER (CUCUMIS SATIVUS L.) , 1988 .