Joint manufacturing and onsite microgrid system control using markov decision process and neural network integrated reinforcement learning

Wenqing Hu; Zeyi Sun; Y. Zhang; Y. Li

doi:10.1016/j.promfg.2020.01.345

Joint manufacturing and onsite microgrid system control using markov decision process and neural network integrated reinforcement learning

Wenqing Hu
, Zeyi Sun
, Y. Zhang
, Y. Li

Mathematics and Statistics

Missouri University of Science and Technology

Research output: Contribution to journal › Conference article › peer-review

Original language	English
Pages (from-to)	1242-1249
Number of pages	8
Journal	Procedia Manufacturing
Volume	39
DOIs	https://doi.org/10.1016/j.promfg.2020.01.345
State	Published - 2019
Event	25th International Conference on Production Research Manufacturing Innovation: Cyber Physical Manufacturing, ICPR 2019 - Chicago, United States Duration: Aug 9 2019 → Aug 14 2019

ASJC Scopus Subject Areas

Artificial Intelligence
Industrial and Manufacturing Engineering

Keywords

Manufacturing system
Markov Decision Process
Neural network
Onsite generation system
Reinforcement learning

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10.1016/j.promfg.2020.01.345

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@article{f3baf2f1ebaa4f9faff585ec48f0dd46,

title = "Joint manufacturing and onsite microgrid system control using markov decision process and neural network integrated reinforcement learning",

keywords = "Manufacturing system, Markov Decision Process, Neural network, Onsite generation system, Reinforcement learning",

author = "Wenqing Hu and Zeyi Sun and Y. Zhang and Y. Li",

note = "Publisher Copyright: {\textcopyright} 2019 The Authors. Published by Elsevier Ltd.; 25th International Conference on Production Research Manufacturing Innovation: Cyber Physical Manufacturing, ICPR 2019 ; Conference date: 09-08-2019 Through 14-08-2019",

year = "2019",

doi = "10.1016/j.promfg.2020.01.345",

language = "English",

volume = "39",

pages = "1242--1249",

journal = "Procedia Manufacturing",

issn = "2351-9789",

}

TY - JOUR

T1 - Joint manufacturing and onsite microgrid system control using markov decision process and neural network integrated reinforcement learning

AU - Hu, Wenqing

AU - Sun, Zeyi

AU - Zhang, Y.

AU - Li, Y.

PY - 2019

Y1 - 2019

KW - Manufacturing system

KW - Markov Decision Process

KW - Neural network

KW - Onsite generation system

KW - Reinforcement learning

UR - https://www.scopus.com/pages/publications/85082760601

UR - https://www.scopus.com/pages/publications/85082760601#tab=citedBy

U2 - 10.1016/j.promfg.2020.01.345

DO - 10.1016/j.promfg.2020.01.345

M3 - Conference article

SN - 2351-9789

VL - 39

SP - 1242

EP - 1249

JO - Procedia Manufacturing

JF - Procedia Manufacturing

T2 - 25th International Conference on Production Research Manufacturing Innovation: Cyber Physical Manufacturing, ICPR 2019

Y2 - 9 August 2019 through 14 August 2019

ER -

Joint manufacturing and onsite microgrid system control using markov decision process and neural network integrated reinforcement learning

ASJC Scopus Subject Areas

Keywords

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