Integration of reinforcement learning and model predictive control to optimize semi‐batch bioreactor
Author:
Affiliation:
1. School of Chemical and Biological Engineering Institute of Chemical Processes, Seoul National University Seoul Republic of Korea
2. Bioprocess Engineering Technische Universität Berlin Berlin Germany
Funder
National Research Foundation of Korea
Korea Institute for Advancement of Technology
Publisher
Wiley
Subject
General Chemical Engineering,Environmental Engineering,Biotechnology
Link
https://onlinelibrary.wiley.com/doi/pdf/10.1002/aic.17658
Reference65 articles.
1. Industrial Big Data as a Result of IoT Adoption in Manufacturing
2. Deep learning for smart manufacturing: Methods and applications
3. Human-level control through deep reinforcement learning
4. MnihV KavukcuogluK SilverD et al.Playing Atari with deep reinforcement learning. arXiv preprint arXiv:13125602; 2013.
5. Automatic control of simulated moving bed process with deep Q-network
Cited by 29 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. Interfacing data science with cell therapy manufacturing: where we are and where we need to be;Cytotherapy;2024-09
2. Supply responsive scheduling for ethylene cracking furnace systems based on deep reinforcement learning;AIChE Journal;2024-08-27
3. Hybrid Modeling for On-Line Fermentation Optimization and Scale-Up: A Review;Processes;2024-08-03
4. Computer-aided chemical engineering research advances in precision fermentation;Current Opinion in Food Science;2024-08
5. Deep-Q-Network-based Economic Model Predictive Control for Wind Energy Conversion System;2024 39th Youth Academic Annual Conference of Chinese Association of Automation (YAC);2024-06-07
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