To mitigate the risks associated with insufficient pilot testing, the following strategies can be employed:
1. Thorough Experimental Design: Ensure that the pilot tests cover a wide range of conditions to identify the most effective and safest operating parameters. 2. Incremental Scaling: Gradually scale up the process in stages, carefully monitoring performance and making adjustments as needed. 3. Use of Modeling: Computational models can predict the behavior of catalytic processes at larger scales, helping to identify potential issues before physical pilot tests. 4. Collaboration: Partnering with experienced research institutions or industry experts can provide valuable insights and resources for comprehensive pilot testing.
