Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Summary. Artificial Neural Networks (ANNs) have shown to be porful tools for solving several problems which, due to their complexity, are extremely difficult to unravel with other methods. Their capabilities of massive parallel processing and learning from the environment make these structures ideal for prediction of nonlinear events. In this work, a set of computational tools are proposed, allowing researchers in Biotechnology to use ANNs for the modelling of fed-batch fermentation processes. The main task is to predict the values of kinetics parameters from the values of a set of state variables. The tools re validated with two case studies, showing the main functionalities of the application.
['Eduardo Valente', 'I. Rocha', 'Miguel Rocha']
I am writing a research paper on a idea Modelling Fed-Batch Fermentation Processes: An Approach Based on Artificial Neural Networks
[{"from": "human", "value": "I am writing a research paper on a idea Modelling Fed-Batch Fermentation Processes: An Approach Based on Artificial Neural Networks"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Summary. Artificial Neural Networks (ANNs) have shown to be porful tools for solving several problems which, due to their complexity, are extremely difficult to unravel with other methods. Their capabilities of massive parallel processing and learning from the environment make these structures ideal for prediction of nonlinear events. In this work, a set of computational tools are proposed, allowing researchers in Biotechnology to use ANNs for the modelling of fed-batch fermentation processes. The main task is to predict the values of kinetics parameters from the values of a set of state variables. The tools re validated with two case studies, showing the main functionalities of the application."}]