×

Fuzzy logic and meteorological variables: A case study of solar irradiance. (English) Zbl 0987.92507

MSC:

92F05 Other natural sciences (mathematical treatment)
Full Text: DOI

References:

[1] Bardossy, A.; Duckstein, L.; Bogardi, I., Fuzzy rule-based classification of atmospheric circulation patterns, Internat. J. Climatol., 15, 1087-1097 (1995)
[2] Baum, B. A.; Tovinkere, V.; Titlow, J.; Welch, R. M., Automated cloud classification of global AVHRR data using a fuzzy logic approach, J. Appl. Meteorol., 36, 1519-1540 (1997)
[3] Bezdek, J., Pattern Recognition with Fuzzy Objective Function Algorithms (1981), Plenum Press: Plenum Press New York · Zbl 0503.68069
[4] Bezdek, J., Fuzzy-models. What are they, and why?, IEEE Trans. Fuzzy Systems, 1, 1-5 (1993)
[5] Bishop, C. M., Neural Networks for Pattern Recognition (1995), Oxford University Press: Oxford University Press Oxford
[6] A. Casanovas, V. Gomez, A fuzzy model of downward longwave irradiance for evaluating radiative passive systems on buildings, Roof Solutions for Natural Cooling (ROOFSOL), The European Commission DG XII for Science Research and Development, Final Report, July 1998.; A. Casanovas, V. Gomez, A fuzzy model of downward longwave irradiance for evaluating radiative passive systems on buildings, Roof Solutions for Natural Cooling (ROOFSOL), The European Commission DG XII for Science Research and Development, Final Report, July 1998.
[7] Drakopoulos, J. A., Probabilities, possibilities and fuzzy sets, Fuzzy Sets and Systems, 75, 1-15 (1995) · Zbl 0861.68105
[8] Dubois, D.; Prade, H., Operations on fuzzy numbers, Int. J. Systems Sci., 9, 613-626 (1979) · Zbl 0383.94045
[9] Dubois, D.; Prade, H., A class of fuzzy measures based on triangular norms—a general framework for the combination of uncertain information, Internat. J. Gen. Systems, 8, 43-61 (1982) · Zbl 0473.94023
[10] Fujibe, F., Short-term precipitation patterns in central Honshu, Japan—classification with the fuzzy \(c\)-means method, J. Meteorol. Soc. Japan, 67, 967-982 (1989)
[11] Galambosi, A.; Duckstein, L.; Özelkan, E. C.; Bogardi, I., Fuzzified effect of ENSO and macrocirculation patterns on precipitation: an Arizona case study, Internat. J. Climatol., 19, 1411-1426 (1999)
[12] Gazdik, I., Zadeh’s Extension Principle in design reliability, Fuzzy Sets and Systems, 83, 169-178 (1996)
[13] Gebhart, A., On types of fuzzy numbers and extension principles, Fuzzy Sets and Systems, 75, 311-318 (1995) · Zbl 0864.26010
[14] Gomez, V.; Casanovas, A.; Utrillas, M. P.; Martı́nez-Lozano, J. A., Determination of Perez solar diffuse irradiance model coefficients for Valencia (Spain), Renewable Energy, 5, 2746-2750 (1992)
[15] V. Gomez, Un Model Borrós d’Irradiància Solar, Tesis, Universitat de València, 1998.; V. Gomez, Un Model Borrós d’Irradiància Solar, Tesis, Universitat de València, 1998.
[16] Guiot, J.; Boreux, J.; Branconnot, P.; Torre, F., Data-model comparison using fuzzy logic in paleoclimatology, Climate Dyn., 15, 569-581 (1999)
[17] J.E. Hay, D.C. McKay, Calculation of solar irradiance for inclined surfaces: Verification of models which use hourly and daily data, I.E.A. Solar Heating and Cooling Program, TASK IX Final Report (Atmospheric Environment Service, Downsview, Ontario, 1987).; J.E. Hay, D.C. McKay, Calculation of solar irradiance for inclined surfaces: Verification of models which use hourly and daily data, I.E.A. Solar Heating and Cooling Program, TASK IX Final Report (Atmospheric Environment Service, Downsview, Ontario, 1987).
[18] Hay, J. E.; McKay, D. C., Evaluation of selected models for estimating solar radiation on horizontal surfaces, Sol. Energy, 43, 153-168 (1989)
[19] Hay, J. E., Calculating solar radiation for inclined surfacespractical approaches, Renewable Energy, 3, 373-380 (1993)
[20] Huber, P. J., Robust Statistics (1981), Wiley: Wiley New York · Zbl 0536.62025
[21] Inechein, P.; Perez, R.; Seals, R., The importance of correct albedo determination for adequately modeling energy received by tilted surfaces, Sol. Energy, 39, 301-305 (1987)
[22] Jang, J. S.R.; Sun, C. T.; Mizutani, E., Neuro-Fuzzy and Soft Computing: A Computational Approach to Learning and Machine Intelligence (1997), Prentice-Hall: Prentice-Hall Englewood Cliffs, NJ
[23] Kambezidis, H. D.; Psiloglou, B. E.; Synodou, B. M., Comparison between measurements and models for daily solar irradiation on tilted surfaces in Athens (Greece), Renewable Energy, 10, 505-518 (1997)
[24] Kenneth, D. L.; Jeffrey, L. A., Robust Regression. Analysis and Applications (1990), Marcel Dekker: Marcel Dekker New York · Zbl 0708.00014
[25] Klucher, T. M., Evaluation of models to predict insolation on tilted surfaces, Sol. Energy, 23, 111-114 (1979)
[26] Kohonen, T., Self-Organization and Associative Memory (1984), Springer: Springer Berlin · Zbl 0528.68062
[27] Kulkarni, A.; Kripalani, R. H., Rainfall patterns over India: classification with fuzzy \(c\)-means method, Theoret. Appl. Climatol., 59, 137-146 (1998)
[28] Lygeros, J., A formal approach to fuzzy modeling, IEEE Trans. Fuzzy Systems, 5, 317-327 (1997)
[29] Miin-Shen, Y.; Cheng-Hsiu, K., On a class of fuzzy \(c\)-number clustering procedures for fuzzy data, Fuzzy Sets and Systems, 84, 49-60 (1996) · Zbl 0906.68136
[30] Mouaddib, N.; Subtil, P., Management of uncertainty and vagueness in databasesthe FIRMS point of view, Internat. J. Uncertainty Fuzziness Knowledge-Based Systems, 5, 437-458 (1997)
[31] Nelder, J. A.; Mead, R., A simplex method for function minimization, Computer J., 7, 308-313 (1997) · Zbl 0229.65053
[32] Özelkan, E. C.; Ni, F.; Duckstein, L., Relationship between monthly atmospheric circulation patterns and precipitation: fuzzy logic and regression approaches, Water Resources Res., 32, 2097-2103 (1996)
[33] J.K. Page (Ed.), Prediction of Solar Radiation on Inclined Surfaces, Reidel, Dordrecht, 1986.; J.K. Page (Ed.), Prediction of Solar Radiation on Inclined Surfaces, Reidel, Dordrecht, 1986.
[34] Pedrycz, W., Fuzzy Control and Fuzzy Systems (1993), Research Studies Press, Wiley: Research Studies Press, Wiley Tauton · Zbl 0839.93006
[35] Pedrycz, W.; Gomide, F., An Introduction to Fuzzy Sets: Analysis and Design (1998), Bradford-The MIT Press: Bradford-The MIT Press Cambridge, MA · Zbl 0938.03078
[36] Perez, R.; Ineichen, P.; Seals, R.; Michalsky, J.; Stewart, R., Modeling daylight availability and irradiance components from direct and global irradiance, Sol. Energy, 44, 271-289 (1990)
[37] Perez, R.; Ineichen, P.; Seals, R.; Zelenka, A., Making full use of the clearness index for parameterizing hourly insolation conditions, Sol. Energy, 45, 111-114 (1990)
[38] Pesti, G.; Shrestha, B. P.; Duckstein, L.; Bogardi, I., A fuzzy rule-based approach to drought assessment, Water Resources Res., 32, 1741-1747 (1996)
[39] Psiloglou, B. E.; Balaras, C. A.; Santamouris, M.; Asimakopoulos, D. N., Calculation of ground albedo for the estimation of global radiation on tilted surfaces, for four European locations, Internat. J. Sol. Energy, 18, 231-238 (1997)
[40] Ripley, B. D., Pattern Recognition and Neural Networks (1996), Cambridge University Press: Cambridge University Press Cambridge · Zbl 0853.62046
[41] Rondeau, L.; Ruelas, R.; Levrat, L.; Lamotte, M., A defuzzification method respecting the fuzzification, Fuzzy Sets and Systems, 86, 311-320 (1997) · Zbl 0925.93513
[42] Santamouris, M.; Mihalakakou, G.; Psiloglou, B.; Eftaxias, G.; Asimakopoulos, D. N., Modeling the global solar radiation on the earths’s surface using atmospheric deterministic and intelligent data-driven techniques, J. Climate, 12, 3105-3116 (1999)
[43] Schreiber, T., Interdisciplinary application of nonlinear time series methods, Phys. Rep., 308, 1-64 (1999)
[44] Sugeno, M.; Tagaki, T., Multi-dimensional fuzzy reasoning, Fuzzy Sets and Systems, 9, 116-132 (1985)
[45] Temps, R. C.; Coulson, K. L., Solar radiation incident upon slopes of different orientations, Sol. Energy, 19, 179-184 (1977)
[46] M.P. Utrillas, J.A. Martinez-Lozano, A.J. Casanovas, Evaluation of models for estimating solar irradiation on vertical surfaces at Valencia, Sol. Energy 47 (1991) 223-229, Letter to the editor, Sol. Energy 49 (1992) 213-214.; M.P. Utrillas, J.A. Martinez-Lozano, A.J. Casanovas, Evaluation of models for estimating solar irradiation on vertical surfaces at Valencia, Sol. Energy 47 (1991) 223-229, Letter to the editor, Sol. Energy 49 (1992) 213-214.
[47] Zadeh, L. A., Fuzzy sets, Inform. and Control, 8, 338-353 (1965) · Zbl 0139.24606
[48] Zadeh, L. A., Fuzzy algorithm, Inform. and Control, 12, 94-102 (1968) · Zbl 0182.33301
[49] Zadeh, L. A., A fuzzy-set-theoretic interpretation of linguistic hedges, J. Cybernet., 2, 4-34 (1972)
[50] Zadeh, L. A., Outline of a new approach to the analysis of complex systems and decision processes, IEEE Trans. Systems Man Cybernet., 3, 28-44 (1973) · Zbl 0273.93002
[51] Zimmermann, W., Fuzzy Sets Theory and its Applications (1994), Kluwer: Kluwer Boston
This reference list is based on information provided by the publisher or from digital mathematics libraries. Its items are heuristically matched to zbMATH identifiers and may contain data conversion errors. In some cases that data have been complemented/enhanced by data from zbMATH Open. This attempts to reflect the references listed in the original paper as accurately as possible without claiming completeness or a perfect matching.