Hybrid process modeling and optimization strategies integrating neural networks/support vector regression and genetic algorithms: study of benzene isopropylation on Hbeta catalyst-Reference-Cited by-同舟云学术

Hybrid process modeling and optimization strategies integrating neural networks/support vector regression and genetic algorithms: study of benzene isopropylation on Hbeta catalyst

Published:2004-02 Issue:2-3 Volume:97 Page:115-129
ISSN:1385-8947
Container-title:Chemical Engineering Journal
language:en
Short-container-title:Chemical Engineering Journal

Author:

Nandi Somnath,Badhe Yogesh,Lonari Jayaram,Sridevi U.,Rao B.S.,Tambe Sanjeev S.,Kulkarni Bhaskar D.

Publisher

Elsevier BV

Subject

Industrial and Manufacturing Engineering,General Chemical Engineering,Environmental Chemistry,General Chemistry

Reference44 articles.

1. Reaction modeling and optimization using neural networks and genetic algorithms: case study involving TS-1 catalyzed hydroxylation of benzene;Nandi;Ind. Eng. Chem. Res.,2002

2. S.S. Tambe, B.D. Kulkarni, P.B. Deshpande, Elements of Artificial Neural Networks with Selected Applications in Chemical Engineering, and Chemical and Biological Sciences, Simulations and Advanced Controls, Louisville, KY, 1996.

3. A.B. Bulsari (Ed.), Neural Networks for Chemical Engineers, Elsevier, Amsterdam, 1995.

4. Applications of artificial neural networks in process engineering;Bulsari;J. Syst. Eng.,1994

5. Catalyst design for methane oxidative coupling by using artificial neural network and hybrid genetic algorithm;Huang;Chem. Eng. Sci.,2003

Cited by 97 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Scaling up dry methane reforming: Integrating computational fluid dynamics and machine learning for enhanced hydrogen production in industrial-scale fluidized bed reactors;Fuel;2024-11

2. Advanced soft-sensing techniques for predicting furnace temperature in industrial organic waste gasification;Process Safety and Environmental Protection;2024-10

3. Application of Gaussian Process Regression for Bench Blasting Rock Fragmentation Prediction and Optimization at Wolongan Open-Pit Mine;Mining, Metallurgy & Exploration;2024-08-14

4. A framework for data regression of heat transfer data using machine learning;Applied Thermal Engineering;2024-07

5. IBA-VNS: A Logic-Based Machine Learning Algorithm and Its Application in Surgery;Mathematics;2024-03-23