Data-driven degradation model for batch processes: a case study on heat exchanger fouling
Wu, Ouyang; Bouaswaig, Ala; Schneider, Stefan; Leira, Fernando; Imsland, Lars Struen; Roth, Matthias
Journal article, Peer reviewed
Accepted version

View/ Open
Date
2018Metadata
Show full item recordCollections
Original version
Computer-aided chemical engineering. 2018, 43 139-144. https://doi.org/10.1016/B978-0-444-64235-6.50026-7Journal
Computer-aided chemical engineeringRelated items
Showing items related by title, author, creator and subject.
-
Short-term Scheduling of a Multipurpose Batch Plant Considering Degradation Effects
Wu, Ouyang; Dalle Ave, Giancarlo; Harjunkoski, Iiro; Imsland, Lars Struen; Schneider, Stefan M; Bouaswaig, Ala EF; Roth, Matthias (Journal article; Peer reviewed, 2019)Fouling is a typical type of degradation in the process industries, which results in significant negative effects on the efficiency of plants. This paper considers a case study, where production tasks with different recipes ... -
Campaign-based modeling for degradation evolution in batch processes using a multiway partial least squares approach
Wu, Ouyang; Bouaswaig, Ala; Imsland, Lars Struen; Schneider, Stefan; Roth, Matthias; Moreno Leira, Fernando (Journal article; Peer reviewed, 2019)In the process industry, various types of degradation occur in processing plants, resulting in significant economic losses. Modeling of degradation is important because it provides quantitative insights for consideration ... -
Optimal production and maintenance scheduling for a multiproduct batch plant considering degradation
Wu, Ouyang; Dalle, Ave; Harjunkoski, Iiro; Bouaswaig, Ala; Schneider, Stefan; Roth, Matthias; Imsland, Lars Struen (Peer reviewed; Journal article, 2020)Performance decay due to asset degradation is an important constraint in industrial production and therefore needs to be actively considered. This paper focuses on short-term scheduling for multiproduct batch processes ...