Review on data-driven modeling and monitoring for plant-wide industrial processes
Sign Up to like & getrecommendations! Published in 2017 at "Chemometrics and Intelligent Laboratory Systems"
DOI: 10.1016/j.chemolab.2017.09.021
Abstract: Abstract 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… read more here.
Keywords: review data; driven modeling; plant; data driven ... See more keywords
Hierarchical hybrid distributed PCA for plant-wide monitoring of chemical processes
Sign Up to like & getrecommendations! Published in 2021 at "Control Engineering Practice"
DOI: 10.1016/j.conengprac.2021.104784
Abstract: Abstract In modern chemical processes, a large number of process variables are collected and these variables are usually intricately correlated, which makes it difficult to carry out plant-wide monitoring of a process. To handle this… read more here.
Keywords: plant wide; chemical processes; process variables; wide monitoring ... See more keywords
Flare minimization for an olefin plant shutdown via plant-wide dynamic simulation
Sign Up to like & getrecommendations! Published in 2020 at "Journal of Cleaner Production"
DOI: 10.1016/j.jclepro.2020.120129
Abstract: Abstract During shutdown operations of chemical plants, significant amounts of raw materials, intermediates, and products may be flared leading to economic losses and emissions such as carbon dioxide, nitrogen oxides, and volatile organic compounds. Thus,… read more here.
Keywords: plant; plant shutdown; flare minimization; olefin plant ... See more keywords
Optimal plant-wide control of the wet sulfuric acid process in an integrated gasification combined cycle power plant
Sign Up to like & getrecommendations! Published in 2019 at "Journal of Process Control"
DOI: 10.1016/j.jprocont.2017.11.001
Abstract: Abstract This paper discusses plant-wide control system design of the wet sulfuric acid (WSA) process, which is part of an integrated gasification combined cycle power plant. The regulatory control structure, which ensures energy efficiency and… read more here.
Keywords: plant wide; wide control; process; wet sulfuric ... See more keywords
Quantitative assessment of energy and resource recovery in wastewater treatment plants based on plant-wide simulations.
Sign Up to like & getrecommendations! Published in 2017 at "Water research"
DOI: 10.1016/j.watres.2017.04.001
Abstract: The growing development of technologies and processes for resource treatment and recovery is offering endless possibilities for creating new plant-wide configurations or modifying existing ones. However, the configurations' complexity, the interrelation between technologies and the… read more here.
Keywords: resource recovery; plant; energy; analysis ... See more keywords
Data-Driven Plant-Wide Control Performance Monitoring
Sign Up to like & getrecommendations! Published in 2019 at "Industrial & Engineering Chemistry Research"
DOI: 10.1021/acs.iecr.8b06293
Abstract: In this work a new data-driven plant-wide control performance monitoring methodology is proposed. The main constitutive parts of the suggested method are based on three well-known research areas fr... read more here.
Keywords: driven plant; control performance; plant wide; wide control ... See more keywords
Empowering IoT Predictive Maintenance Solutions With AI: A Distributed System for Manufacturing Plant-Wide Monitoring
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Industrial Informatics"
DOI: 10.1109/tii.2021.3091774
Abstract: The emergence of Industry 4.0 and the rapid advances in the Industrial Internet of Things (IIoT) have provided manufacturers with the ability to remotely monitor the process by deploying automatic fault detection in an IoT-based… read more here.
Keywords: system; plant wide; manufacturing plant; predictive maintenance ... See more keywords