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
NMR model structure of the antimicrobial peptide maximin 3
Sign Up to like & getrecommendations! Published in 2019 at "European Biophysics Journal"
DOI: 10.1007/s00249-019-01346-7
Abstract: Maximin 3 is a 27-residue-long cationic antimicrobial peptide found in the skin secretion and brain of the Chinese red-belly toad Bombina maxima. The peptide is of biological interest as it possesses anti-HIV activity, not found… read more here.
Keywords: model structure; peptide; nmr model; antimicrobial peptide ... See more keywords
Adaptive control in an artificial pancreas for people with type 1 diabetes
Sign Up to like & getrecommendations! Published in 2017 at "Control Engineering Practice"
DOI: 10.1016/j.conengprac.2016.01.003
Abstract: Abstract In this paper, we discuss overnight blood glucose stabilization in patients with type 1 diabetes using a Model Predictive Controller (MPC). We compute the model parameters in the MPC using a simple and systematic… read more here.
Keywords: model structure; adaptive control; control; model ... See more keywords
A consolidated summary on the evolution of a dynamic tumbling mill model
Sign Up to like & getrecommendations! Published in 2021 at "Powder Technology"
DOI: 10.1016/j.powtec.2021.06.017
Abstract: Abstract A mechanistic model for tumbling mills was developed based on breakage characteristics and tumbling mill operational features. The concept was presented at the IMPC (International Mineral Processing Congress) 2014, followed by progress in a… read more here.
Keywords: consolidated summary; model; model structure; tumbling mill ... See more keywords
Model structure on the universe of all types in interval type theory
Sign Up to like & getrecommendations! Published in 2020 at "Mathematical Structures in Computer Science"
DOI: 10.1017/s0960129520000213
Abstract: Abstract Model categories constitute the major context for doing homotopy theory. More recently, homotopy type theory (HoTT) has been introduced as a context for doing syntactic homotopy theory. In this paper, we show that a… read more here.
Keywords: model; type theory; universe types; model structure ... See more keywords
Modelling and simulation of photosynthetic activities in C3 plants as affected by CO2.
Sign Up to like & getrecommendations! Published in 2019 at "IET systems biology"
DOI: 10.1049/iet-syb.2018.5064
Abstract: CO2 concentration ([CO2]) in a greenhouse may be a limiting factor for plant growth. Current greenhouse CO2 control strategy usually depends on expert experience, which may control [CO2] in a moderate range but cannot make… read more here.
Keywords: co2; affected co2; model structure; state space ... See more keywords
Improving the Quality of Magnetic Signature Reproduction by Increasing Flexibility of Multi-Dipole Model Structure and Enriching Measurement Information
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Access"
DOI: 10.1109/access.2020.3031740
Abstract: The paper presents the construction of a multi-dipole model that allows reproducing magnetic signatures of ferromagnetic objects. The virtual object used in the paper is an ellipsoid, which is the source of synthetic data. To… read more here.
Keywords: dipole model; model structure; quality; multi dipole ... See more keywords
Model structure takes guesswork out of state estimation
Sign Up to like & getrecommendations! Published in 2022 at "Communications of the ACM"
DOI: 10.1145/3505268
Abstract: known and finite set of possibilities. For example, the motion of a vehicle system that moves according to linear (or linearized) laws of physics and a program that picks the control inputs, like throttle and… read more here.
Keywords: model structure; state; structure takes; state estimation ... See more keywords
Automatic segmentation and prognostic method of a turbofan engine using manifold learning and spectral clustering algorithms
Sign Up to like & getrecommendations! Published in 2017 at "Advances in Mechanical Engineering"
DOI: 10.1177/1687814017722712
Abstract: In most of the previous fault diagnostic literatures, the fault modes and states are pre-determined (i.e. the model structure (topology) is a priori known). However, in practical situation, the monitoring data, especially for the entire… read more here.
Keywords: model structure; segmentation; method; automatic segmentation ... See more keywords
Developing a fall prevention intervention economic model
Sign Up to like & getrecommendations! Published in 2023 at "PLOS ONE"
DOI: 10.1371/journal.pone.0280572
Abstract: Purpose Model-based economic evaluations require conceptualization of the model structure. Our objectives were to identify important health states, events, and patient attributes to be included in a model-based cost-effectiveness analysis of fall prevention interventions, to… read more here.
Keywords: model structure; fall prevention; health; model ... See more keywords