Estimation of biosurfactant yield produced by Klebseilla sp. FKOD36 bacteria using artificial neural network approach
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- 作者：Zulfiqar Ahmada ; David Crowleya ; Ninoslav Marinab ; Sunil Kr. Jhab ; sdrsunil76@gmail.com" class="auth_mail" title="E-mail the corresponding author ; sunil.kumar.jha@uist.edu.mk" class="auth_mail" title="E-mail the corresponding author
- 关键词：Artificial neural network ; Biosurfactant production ; Emulsification index ; Surface tension reduction ; Estimation
- 刊名：Measurement
- 出版年：2016
- 出版时间：March 2016
- 年：2016
- 卷：81
- 期：Complete
- 页码：163-173
- 全文大小：1299 K
文摘
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Artificial neural network (ANN) model for estimation of biosurfactants yield.
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Bacterial strain Klebseilla sp. FKOD36 as ANN input.
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Best accuracy of ANN in prediction of biosurfactant yield and two related quantities.
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High correlation amongst predicted biosurfactant yield with related quantities.
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