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Kinetics Model Development of Cocoa Bean Fermentation

机译:可可豆发酵的动力学模型开发

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Although Indonesia is one of the biggest cocoa beans producers in the world, Indonesian cocoa beans are oftenly of low quality and thereby frequently priced low in the world market. In order to improve the quality, adequate post-harvest cocoa processing techniques are required. Fermentation is the vital stage in series of cocoa beans post harvest processing which could improve the quality of cocoa beans, in particular taste, aroma, and colours. During the fermentation process, combination of microbes grow producing metabolites that serve as the precursors for cocoa beans flavour. Microbial composition and thereby their activities will affect the fermentation performance and influence the properties of cocoa beans. The correlation could be reviewed using a kinetic model that includes unstructured microbial growth, substrate utilization and metabolic product formation. The developed kinetic model could be further used to design cocoa bean fermentation process to meet the expected quality. Further the development of kinetic model of cocoa bean fermentation also serve as a good case study of mixed culture solid state fermentation, that has rarely been studied. This paper presents the development of a kinetic model for solid-state cocoa beans fermentation using an empirical approach. Series of lab scale cocoa bean fermentations, either natural fermentations without starter addition or fermentations with mixed yeast and lactic acid bacteria starter addition, were used for model parameters estimation. The results showed that cocoa beans fermentation can be modelled mathematically and the best model included substrate utilization, microbial growth, metabolites production and its transport. Although the developed model still can not explain the dynamics in microbial population, this model can sufficiently explained the observed changes in sugar concentration as well as metabolic products in the cocoa bean pulp.
机译:虽然印度尼西亚是世界上最大的可可豆生产商之一,但印度尼西亚可可豆通常具有低质量,从而在世界市场上经常廉价。为了提高质量,需要足够的收获后可可加工技术。发酵是收获过程中的一系列可可豆的重要阶段,可以提高可可豆的质量,特别是味道,香气和颜色。在发酵过程中,微生物的组合生长产生代谢物,其用作可可豆香料的前体。微生物组合物,从而它们的活性会影响发酵性能并影响可可豆的性质。可以使用包括非结构化微生物生长,衬底利用和代谢产物形成的动力学模型来审查相关性。开发的动力学模型可以进一步用于设计可可豆发酵过程以满足预期的质量。此外,可可豆发酵的动力学模型的发展也是混合培养固态发酵的好案例研究,这很少已经研究过。本文介绍了使用经验方法的固态可可豆发酵动力学模型的发展。实验室比例可可豆豆发酵,没有启动剂的天然发酵或具有混合酵母和乳酸菌的发酵,用于模型参数估计。结果表明,可可豆发酵可以数学建模,最佳模型包括基质利用,微生物生长,代谢物生产及其运输。虽然开发的模型仍然无法解释微生物种群中的动态,但这种模型可以充分解释观察到的糖浓度的变化以及可可豆浆中的代谢产物。

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