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Heat exchanger network synthesis integrated with flexibility and controllability
Heat exchanger networks Flexibility Controllability Coupling Synthesis
2023/6/19
Over the last three decades, flexibility and controllability considerations for heat exchanger networks (HENs) have received great attention, respectively. However, they should be simultaneously incor...
Superstructure-Based Simultaneous Optimization of a Heat Exchanger Network and a Compression-Absorption Cascade Refrigeration System for Heat Recovery
Heat Exchanger Network Refrigeration System Heat Recovery
2023/6/19
A heat exchanger network (HEN) plays an important role in the chemical process industry owing to its significant effect in energy recovery. A compression-absorption cascade refrigeration system (CACRS...
DOBD Algorithm for Training Neural Network: Part I. Method
neural network Marquardt overfitting
2009/11/16
Overfitting is one of the important problems that restrain the application of neural network. The traditional OBD (Optimal Brain Damage) algorithm can avoid overfitting effectively. But it needs to tr...
DOBD Algorithm for Training Neural Network: Part II. Application
neural network Marquardt method overfitting
2009/11/16
In the first part of the article, a new algorithm for pruning networkDynamic Optimal Brain Damage(DOBD) is introduced. In this part, two cases and an industrial application are worked out to test the ...
Analysis of Data on Xanthan Fermentation in Stationary Phase Using Black Box and Metabolic Network Models
数据分析 黄原胶 发酵法
2009/4/28
The xanthan fermentation data in the stationary phase was analyzed using the black box and the metabolic network models. The data consistency ls checked through the elemental balance in the black bo...
Neural network intelligent system for the on -line optimization in chemical plants
artificial neural network on-line optimization intelligent system
2009/3/30
Neural network intelligent system for the on -line optimization in chemical plants。
Strategies for Optimizing Feed Rate of Fed-Batch Yeast Fermentation by Fuzzy-Neural Network
fuzzy neural network optimizatio fed-batch fermentation
2009/3/25
Strategies for Optimizing Feed Rate of Fed-Batch Yeast Fermentation by Fuzzy-Neural Network。