A Review on Data-Driven Modelling and Data Rectification for Steam Pipe Networks in Iron& Steel Enterprises
- 10.2991/iceesd-18.2018.34How to use a DOI?
- data driven modelling, fault detection, data rectification, steam pipe network, iron&steel enterprises.
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.
- © 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 - 10.2991/iceesd-18.2018.34 ID - Luo2018/05 ER -