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	Provedor de dados CIGR Journal (2) Autor Chakraborty, Sourav (2) Hazarika, Manuj Kumar (2) Bora, Jinku (1) Faisal, Shah (1) Sarma, Mousumi (1) Srivastava, Brijesh (1) WATHARKAR, RITESH BALASO (1) Mais... Palavra-chave Thin layer drying (2) ANN (1) ANN-PSO. (1) Drying kinetics (1) General code (1) Low ambient temperature (1) Master curve (1) Master curve technique (1) Mathematical modeling (1) Paddy (1) Mais... Tipo do documento Info:eu-repo/semantics/article (2) Ano 2018 (1) 2016 (1) País China (2) Idioma Inglês (2)		Ordenar por:  Relevância Autor Título Ano Registros recuperados: 2 Primeira ... 1 ... Última Comparative study between ANN and master curve technique for the thin layer drying kinetic study of paddy and modeling of its critical drying temperature by using ANN-PSO approach CIGR Journal Chakraborty, Sourav; Sarma, Mousumi; Bora, Jinku; Faisal, Shah; Hazarika, Manuj Kumar. Abstract: Thin layer drying kinetic analysis of paddy dried under low temperature conditions (20-40°C), was carried out by using six different types of models. Among which, Midilli model showed best fitted result with highest R2 and lowest RMSE and SSE values. It was observed that the drying rate constant k increased with the increase in drying temperature. For finding the effect of temperature, Midilli model was generalized by using two approaches namely globalization of drying rate constant and master curve technique. Master curve technique gave better fit with a R2 value of 0.998 than the global drying constant model. ANN modeling was also used to find out proper drying kinetics of paddy. Best architecture for the ANN modeling was 2-55-1, which showed... Tipo: Info:eu-repo/semantics/article Palavras-chave: Thin layer drying; Paddy; Low ambient temperature; Master curve technique; ANN; ANN-PSO.. Ano: 2016 URL: http://www.cigrjournal.org/index.php/Ejounral/article/view/3645 Mathematical modeling of drying kinetic of Bhimkol (Musa balbisiana) Pulp by applying master curve technique and general code developed in MATLAB CIGR Journal WATHARKAR, RITESH BALASO; Chakraborty, Sourav; Hazarika, Manuj Kumar; Srivastava, Brijesh. Thin layer drying kinetics of Bhimkol pulp was carried out on the basis of a general code developed in MATLAB R2012a software. In this code, single input of the drying parameters helps to provide very precise and petite analysis of batches of drying experiment at different temperatures. Drying experiment was carried out in a dehumidified dryer at 40, 50 and 60  temperatures respectively. Among the five thin layer drying models used for the analysis, Midilli Kucuk showed best fitted result with greatest  value and lowest RMSE and SSE values.For better generalization of the drying model, an attempt of master curve technique was also carried out. Master curve technique gave better fit with a R2 value of 0.9969 than the global drying constant method and normal... Tipo: Info:eu-repo/semantics/article Palavras-chave: Thin layer drying; Mathematical modeling; Drying kinetics; General code; Master curve. Ano: 2018 URL: http://www.cigrjournal.org/index.php/Ejounral/article/view/4483 Registros recuperados: 2 Primeira ... 1 ... Última

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