Keeping an “eye” on the experiment: computer vision for real-time monitoring and control
Rama El-khawaldeh, Mason Guy, Finn Bork, Nina Taherimakhsousi, Kris Jones, Joel M. Hawkins, Lu Han, Robert P. Pritchard, Blaine A. Cole, Sébastien Monfette, Jason E. Hein
Abstract
and real-time analytical monitoring tools and mathematical modeling. Additionally, our platform is integrated with Mettler-Toledo's iControl software, which acts as a centralized system for real-time data collection, visualization, and storage. With consistent data representation and infrastructure, we were able to efficiently transfer the technology and reproduce results between different labs. This ability to easily monitor and respond to the dynamic situational changes of the experiments is pivotal to enabling future flexible automation workflows.
Topics & Concepts
Computer scienceAutomationSoftwareVisualizationData acquisitionWorkflowInstrument controlData collectionReal-time computingArtificial intelligenceComputer hardwareEngineeringProgramming languageStatisticsMathematicsOperating systemDatabaseMechanical engineeringInnovative Microfluidic and Catalytic Techniques InnovationSpectroscopy Techniques in Biomedical and Chemical ResearchWater Quality Monitoring Technologies