Combining model structure identification and hybrid modelling for photo‐production process predictive simulation and optimisation
Sign Up to like & getrecommendations! Published in 2020 at "Biotechnology and Bioengineering"
DOI: 10.1002/bit.27512
Abstract: Integrating physical knowledge and machine learning is a critical aspect of developing industrially focused digital twins for monitoring, optimisation, and design of microalgal and cyanobacterial photo‐production processes. However, identifying the correct model structure to quantify… read more here.
Keywords: model structure; hybrid modelling; structure identification; process ... See more keywords
Coupled hybrid modelling in fire safety engineering; a literature review
Sign Up to like & getrecommendations! Published in 2018 at "Fire Safety Journal"
DOI: 10.1016/j.firesaf.2018.08.008
Abstract: Abstract Systems in the built environment are getting bigger and more complex. Fire safety engineers are required to analyse these structures to ensure acceptable levels of safety. Computational limitations mean that the calculation domain must… read more here.
Keywords: coupled hybrid; review; hybrid modelling; fire safety ... See more keywords
Architecture for hybrid modelling and its application to diagnosis and prognosis with missing data
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DOI: 10.1016/j.measurement.2017.02.003
Abstract: The advances in technology involving internet of things, cloud computing and big data mean a new perspective in the calculation of reliability, maintainability, availability and safety by combining ... read more here.
Keywords: application diagnosis; hybrid modelling; modelling application; architecture hybrid ... See more keywords
Hybrid modelling of biological systems: current progress and future prospects
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DOI: 10.1093/bib/bbac081
Abstract: Abstract Integrated modelling of biological systems is becoming a necessity for constructing models containing the major biochemical processes of such systems in order to obtain a holistic understanding of their dynamics and to elucidate emergent… read more here.
Keywords: current progress; integrated modelling; systems current; biological systems ... See more keywords
A hybrid model for a drilling process for hydrocarbon well-boring operations
Sign Up to like & getrecommendations! Published in 2017 at "Proceedings of the Institution of Mechanical Engineers, Part K: Journal of Multi-body Dynamics"
DOI: 10.1177/1464419317697854
Abstract: In hydrocarbon well-drilling operations, self-excited, stick-slip vibration is considered as a source of drilling equipment failures, which also causes a reduction in the drilling penetration. This leads to delays and increase in the operational and… read more here.
Keywords: stick slip; hydrocarbon well; hybrid modelling; process ... See more keywords