Several technologies are integral to real-time data analytics in catalysis:
Sensors: These devices capture real-time data on various parameters such as temperature, pressure, and concentration of reactants/products. Data Acquisition Systems: These systems collect data from sensors and transmit it to a central processing unit. Machine Learning Algorithms: These algorithms analyze the data to identify patterns, predict outcomes, and suggest optimizations. Cloud Computing: Cloud platforms store and process vast amounts of data, providing scalability and accessibility.
