BuildProg: Program Generation for Testing ML-based Building Load Forecasting models via LLM and Prompt Engineering

Keyphrases

• Large Language Models 100%
• Load Forecasting Models 100%
• Prompt Engineering 100%
• Program Generation 100%
• Building Load Forecasting 100%
• Model-driven Engineering 100%
• User Requirements 33%
• Task Interdependence 33%
• Machine Learning Models 33%
• Machine Learning Based 33%
• Generation Tools 33%
• Python Code 33%
• Building Practitioner 33%
• User Guide 33%
• Building Automation 33%
• Real Building 33%

Engineering

• Engineering 100%
• Load Forecasting 100%
• Large Language Model 100%
• Learning System 33%
• Related Task 33%
• User Requirement 33%
• Python Code 33%