What are the Future Trends in Composition Monitoring?
Advancements in technology are driving new trends in composition monitoring:
1. Miniaturization and Portability: Smaller, portable devices are making it easier to conduct on-site analysis, even in harsh environments. 2. Artificial Intelligence (AI) and Machine Learning (ML): These technologies are being employed to analyze complex datasets, predict reaction outcomes, and optimize conditions. 3. Integration with Process Control: Advanced monitoring systems are increasingly being integrated with automated process control systems for [real-time optimization](#) and decision-making. 4. Non-Invasive Techniques: Developing non-invasive methods that do not interfere with the reaction process is an area of active research.
