کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
5132146 | 1491508 | 2017 | 10 صفحه PDF | دانلود رایگان |
- Review on recent research status of data-driven plant-wide process modeling and monitoring.
- Methodologies of commonly used data modeling procedures are introduced.
- Various related methods and their application statuses are reviewed.
- Extensions, opportunities, and challenges of the research are discussed.
Data-driven modeling and applications in plant-wide processes have recently caught much attention in both academy and industry. This paper provides a systematic review on data-driven modeling and monitoring for plant-wide processes. First, methodologies of commonly used data processing and modeling procedures for the plant-wide process are presented. Detailed research statuses on various aspects for plant-wide process monitoring are reviewed since 2000. After that, extensions, opportunities, and challenges on data-driven modeling for plant-wide process monitoring are discussed and highlighted for future research.
Journal: Chemometrics and Intelligent Laboratory Systems - Volume 171, 15 December 2017, Pages 16-25