A novel approach for estimation of solvent activity in polymer solutions using genetic programming

Tashvigh, Akbar Asadi; Ashtiani, Farzin Zokaee; Karimi, Mohammad; Okhovat, Ahmad

doi:10.1016/j.calphad.2015.07.005

Cited by 14 publications

(2 citation statements)

References 49 publications

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“…Genetic programming (GP), proposed by [14] as a method to genetically develop populations of mathematical models for prediction of a system behavior with even high complexity [15]. The GP family…”

Section: Geneteic Programming -Gpmentioning

confidence: 99%

Daily predictions of solar radiation utilizing genetic programming techniques

Nadya¹,

Ahmed²,

Borhana³

et al. 2020

IJEECS

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<span>The solar radiation prediction in Kuala Terengganu located in Terengganu, Malaysia was investigated in this study to improve the solar system design. Solar radiation data and number of parameters such as solar radiation, temperature, humidity, wind speed and sunshine hours were obtained from Malaysian Meteorological Malaysia MMD. In order to predict the solar radiation, Genetic Programming Techniques (GP) models were develop and tested. Two scenarios were considered in this study in order to validate the efficiency of the proposed model. Coefficients of determination (R2) for the solar radiation during training and testing phases were ranged between 0.99402 to 0.98934 for all months of the year. This study confirms the ability of GP to predict solar radiation values precisely and accurately. The predictions from the GP models could enable scientists to locate <br /> and design solar energy systems in Malaysia.</span>

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Section: Geneteic Programming -Gpmentioning

confidence: 99%

Daily predictions of solar radiation utilizing genetic programming techniques

Nadya¹,

Ahmed²,

Borhana³

et al. 2020

IJEECS

View full text Add to dashboard Cite

show abstract

“…Diffusion of solvent in polymeric systems is of major importance in a number of applications, including ber formation, 1,2 membrane manufacturing, [3][4][5][6] and foaming processes. 7 In these processes, solvent molecules evaporate or are released from cast polymer solution into the atmosphere or a liquid bath.…”

Section: Introductionmentioning

confidence: 99%