scale-up-analyzer

# Scale-Up Analyzer Skill ## Purpose The Scale-Up Analyzer Skill supports process scale-up from laboratory to pilot to production scale using dimensional analysis, similarity criteria, and scale-up correlations. ## Capabilities - Dimensional analysis - Similarity criteria evaluation - Scale-up factor calculation - Heat transfer scale-up - Mass transfer scale-up - Mixing scale-up (power per volume, tip speed) - Reaction scale-up considerations - Risk assessment for scale-up ## Usage Guidelines ### When to Use - Scaling from lab to pilot - Scaling from pilot to production - Evaluating scale-up feasibility - Identifying scale-sensitive parameters ### Prerequisites - Lab/pilot data available - Process fundamentals understood - Critical parameters identified - Target scale defined ### Best Practices - Identify controlling mechanisms - Maintain appropriate similarity criteria - Plan incremental scale-up steps - Validate at each scale ## Process Integration This skill integrates with: - Scale-Up Analysis - Process Simulation Model Development - Performance Testing and Validation ## Configuration ```yaml scale-up-analyzer: scale-up-methods: - geometric-similarity - dynamic-similarity - thermal-similarity scale-factors: - 10x - 100x - 1000x ``` ## Output Artifacts - Scale-up calculations - Similarity analysis - Risk assessments - Scale-up recommendations - Parameter predictions