Combining model structure identification and hybrid modelling for photo‐production process predictive simulation and optimisation
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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
Structure identification of unknown complex-variable dynamical networks with complex coupling
Sign Up to like & getrecommendations! Published in 2019 at "Physica A: Statistical Mechanics and its Applications"
DOI: 10.1016/j.physa.2019.03.064
Abstract: Abstract Topology structure and system parameters play a key role in evolving behavior of dynamical networks. Due to the complexity of dynamical networks, topology structure and system parameters are sometimes unknown or uncertain in advance.… read more here.
Keywords: dynamical networks; structure identification; topology; structure ... See more keywords