Online sensor validation in sensor networks for bioprocess monitoring using swarm intelligence - Brunner, Vincent; Klöckner, Lukas; Kerpes, Roland; Geier, Dominik Ulrich; Becker, Thomas (Analytical and bioanalytical chemistry, 2020)
Keywords: Advances in Process Analytics and Control Technology; Algorithms; Analysis; Analytical Chemistry; Artificial Intelligence; Batch Cell Culture Techniques - instrumentation; Batch processes; Batch processing; Biochemistry; bioprocessing; Bioreactors; Biosensing Techniques - instrumentation; Characterization and Evaluation of Materials; Chemistry; Chemistry and Materials Science; Control systems; Divergence; Equipment Design; Error detection; Fault detection; Food Science; Intelligence; Internet; Laboratory Medicine; Mathematical optimization; Models, Biological; Monitoring; Monitoring/Environmental Analysis; On-line systems; Particle swarm optimization; Pichia pastoris; prediction; Prediction models; Process control; Process controls; processing time; Quality management; Regularization; Research Paper; Saccharomycetales - cytology; Saccharomycetales - metabolism; Sensors; Swarm intelligence; swarms; Time dependence; Turbidity; Yeast; Germany; Sensor fault; Sensor network; Fault detection; Online validation; Particle swarm optimization