Proceedings of the 2018 7th International Conference on Energy, Environment and Sustainable Development (ICEESD 2018)

A Review on Data-Driven Modelling and Data Rectification for Steam Pipe Networks in Iron& Steel Enterprises

Authors
Xianxi Luo, Wei Wang, Hongwei Deng, Zehao Wu
Corresponding Author
Xianxi Luo
Available Online May 2018.
DOI
https://doi.org/10.2991/iceesd-18.2018.34How to use a DOI?
Keywords
data driven modelling, fault detection, data rectification, steam pipe network, iron&steel enterprises.
Abstract

Steam pipe network is important facility in the iron& steel enterprises to recycling the waste heat energy and reduce the comprehensive energy consumption. In this paper, we analyze the necessity of data-driven modelling and data reconciliation for the schedule and operation of steam system through EMS. The related technologies, including the steam pipe network modelling, fault data detection, process monitoring, and data rectification are reviewed in detail. We also investigate the current application condition of data rectification in industry and present the potentials and the problems for the application in steam pipe networks. The probable solutions for different problems and research directions are suggested for practical application at the end.

Copyright
© 2018, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

Download article (PDF)

Volume Title
Proceedings of the 2018 7th International Conference on Energy, Environment and Sustainable Development (ICEESD 2018)
Series
Advances in Engineering Research
Publication Date
May 2018
ISBN
978-94-6252-503-0
ISSN
2352-5401
DOI
https://doi.org/10.2991/iceesd-18.2018.34How to use a DOI?
Copyright
© 2018, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

Cite this article

TY  - CONF
AU  - Xianxi Luo
AU  - Wei Wang
AU  - Hongwei Deng
AU  - Zehao Wu
PY  - 2018/05
DA  - 2018/05
TI  - A Review on Data-Driven Modelling and Data Rectification for Steam Pipe Networks in Iron& Steel Enterprises
BT  - Proceedings of the 2018 7th International Conference on Energy, Environment and Sustainable Development (ICEESD 2018)
PB  - Atlantis Press
SP  - 204
EP  - 210
SN  - 2352-5401
UR  - https://doi.org/10.2991/iceesd-18.2018.34
DO  - https://doi.org/10.2991/iceesd-18.2018.34
ID  - Luo2018/05
ER  -