Deep neural network-based hybrid modeling and experimental validation for an industry-scale fermentation process: Identification of time-varying dependencies among parameters
Author:
Publisher
Elsevier BV
Subject
Industrial and Manufacturing Engineering,General Chemical Engineering,Environmental Chemistry,General Chemistry
Reference50 articles.
1. Mechanistic fermentation models for process design, monitoring, and control;Mears;Trends Biotechnol.,2017
2. Development of local dynamic mode decomposition with control: Application to model predictive control of hydraulic fracturing;Narasingam;Comput. Chem. Eng.,2017
3. Data-driven identification of interpretable reduced-order models using sparse regression;Narasingam;Comput. Chem. Eng.,2018
4. Enlarging the domain of attraction of the local dynamic mode decomposition with control technique: Application to hydraulic fracturing;Bangi;Ind. Eng. Chem. Res.,2019
5. Modeling chemical processes using prior knowledge and neural networks;Thompson;AIChE J.,1994
Cited by 49 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. Fusing logic rule-based hybrid variable graph neural network approaches to fault diagnosis of industrial processes;Expert Systems with Applications;2024-03
2. A review and perspective on hybrid modeling methodologies;Digital Chemical Engineering;2024-03
3. Unveiling Latent Chemical Mechanisms: Hybrid Modeling for Estimating Spatiotemporally Varying Parameters in Moving Boundary Problems;Industrial & Engineering Chemistry Research;2024-01-09
4. FIELD: fast mobility evaluation and environmental index for solid ashes with machine learning;Machine Learning Applications in Industrial Solid Ash;2024
5. Systems Engineering Approach to Modeling and Analysis of Chronic Obstructive Pulmonary Disease Part II: Extension for Variable Metabolic Rates;ACS Omega;2023-12-18
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3