Higher‐order correlation–based multivariate statistical process monitoring
Sign Up to like & getrecommendations! Published in 2018 at "Journal of Chemometrics"
DOI: 10.1002/cem.3033
Abstract: As shallow architecture is inefficient in terms of computational elements, some incipient fault features can be characterized through the composition of many nonlinearities, ie, with deep network. In this paper, a novel approach is developed… read more here.
Keywords: statistical process; higher order; process; monitoring ... See more keywords
Multimode complex process monitoring using double‐level local information based local outlier factor method
Sign Up to like & getrecommendations! Published in 2018 at "Journal of Chemometrics"
DOI: 10.1002/cem.3048
Abstract: Industrial processes typically have multiple operating modes with complex data distribution and locality faults, which challenges the traditional multivariate statistical process monitoring methods. To address this problem, a double‐level local information‐based local outlier factor (LOF)… read more here.
Keywords: information; local information; double level; process ... See more keywords
Performance-driven ensemble ICA chemical process monitoring based on fault-relevant models
Sign Up to like & getrecommendations! Published in 2020 at "Soft Computing"
DOI: 10.1007/s00500-020-04673-6
Abstract: Independent component analysis has been widely used in non-Gaussian chemical process monitoring. However, using the normal operation data or adopting a certain independent component selection criteria alone to construct the monitoring model cannot achieve satisfactory… read more here.
Keywords: fault; process monitoring; process; monitoring ... See more keywords
How do I update my model? On the resilience of Predictive Process Monitoring models to change
Sign Up to like & getrecommendations! Published in 2022 at "Knowledge and Information Systems"
DOI: 10.1007/s10115-022-01666-9
Abstract: Existing well-investigated Predictive Process Monitoring techniques typically construct a predictive model based on past process executions and then use this model to predict the future of new ongoing cases, without the possibility of updating it… read more here.
Keywords: process; process monitoring; predictive process; update model ... See more keywords
On business process monitoring using cross-flow coordination
Sign Up to like & getrecommendations! Published in 2017 at "Service Oriented Computing and Applications"
DOI: 10.1007/s11761-017-0206-0
Abstract: This paper presents an approach for monitoring the execution progress of business processes. The monitoring focuses on the exceptions that could arise during this execution and, hence, could make the processes fail if not handled… read more here.
Keywords: coordination; business process; business; process monitoring ... See more keywords
Optical process monitoring in Laser Powder Bed Fusion using a recoater-based line camera
Sign Up to like & getrecommendations! Published in 2021 at "Additive manufacturing"
DOI: 10.1016/j.addma.2021.102218
Abstract: Abstract The multitude of influences on the Laser Powder Bed Fusion (LPBF) process and local deviations from the intended process conditions can lead to the occurrence of quality deviations. The cyclic nature of the process… read more here.
Keywords: process monitoring; process; recoater; laser powder ... See more keywords
AIEgens for biological process monitoring and disease theranostics.
Sign Up to like & getrecommendations! Published in 2017 at "Biomaterials"
DOI: 10.1016/j.biomaterials.2017.09.004
Abstract: Biological processes are of great significance for the normal physiological functions of living organisms and closely related to the health. Monitoring of biological processes and diagnosis of diseases based on fluorescent techniques would provide comprehensive… read more here.
Keywords: disease theranostics; monitoring disease; biological process; disease ... See more keywords
Process monitoring of wire drawing using vibration sensoring
Sign Up to like & getrecommendations! Published in 2017 at "Cirp Journal of Manufacturing Science and Technology"
DOI: 10.1016/j.cirpj.2016.09.006
Abstract: Automating the detection of processing conditions that may lead to defects in the wire during the wire drawing process is of high interest to the industry. Current practise is based primarily on op ... read more here.
Keywords: monitoring wire; wire; wire drawing; process monitoring ... See more keywords
Selective laser melting of Ti-6Al-4V: Comparing μCT with in-situ process monitoring data
Sign Up to like & getrecommendations! Published in 2020 at "Cirp Journal of Manufacturing Science and Technology"
DOI: 10.1016/j.cirpj.2020.10.004
Abstract: Abstract Additive Manufacturing (AM) is increasingly used for the fabrication of metallic components used in the medical device, aerospace and automotive industries. With the wider adoption of AM in these sectors, there is an increased… read more here.
Keywords: selective laser; process; monitoring; process monitoring ... See more keywords
A novel dielectric sensor for process monitoring of carbon fibre composites manufacture
Sign Up to like & getrecommendations! Published in 2019 at "Composites Part A: Applied Science and Manufacturing"
DOI: 10.1016/j.compositesa.2019.05.014
Abstract: Abstract A dielectric sensor appropriate for process monitoring of composites manufacture with carbon reinforcement has been developed in this study. The sensor concept overcomes problems of electrical sorting and interference with the electric field occurring… read more here.
Keywords: process monitoring; dielectric sensor; monitoring; composites manufacture ... See more keywords
Process monitoring and evaluation of a continuous pharmaceutical twin‐screw granulation and drying process using multivariate data analysis
Sign Up to like & getrecommendations! Published in 2018 at "European Journal of Pharmaceutics and Biopharmaceutics"
DOI: 10.1016/j.ejpb.2018.04.011
Abstract: Graphical abstract Figure. No caption available. Abstract The present study aims at acquiring an in‐depth process knowledge about a twin‐screw granulation and fluid bed drying process performed on the commercially available continuous line. Batch Statistical… read more here.
Keywords: twin screw; screw granulation; drying process; process ... See more keywords