What Challenges are Associated with Real-Time Data Processing?
Despite its benefits, real-time data processing in catalysis faces several challenges: 1. Data Volume: The sheer amount of data generated can be overwhelming and requires robust storage and processing capabilities. 2. Data Quality: Ensuring the accuracy and reliability of the data is critical, as incorrect data can lead to wrong conclusions. 3. Integration: Combining data from different sources and formats into a cohesive system can be complex. 4. Response Time: The system must be able to analyze data and provide feedback quickly enough to make timely adjustments.