Sensitivity analysis for building energy simulation model calibration via automatic differentiation

Keyphrases

• Sensitivity Analysis 100%
• Automatic Differentiation 100%
• Building Energy Simulation 100%
• Simulation Model Calibration 100%
• Computationally Efficient 16%
• Simulation-based 16%
• Numerical Solution 16%
• First-principles 16%
• Statistical Methods 16%
• Program Code 16%
• Good Quality 16%
• Differential-algebraic Equations 16%
• Monte Carlo Simulation 16%
• Latin Hypercube Sampling 16%
• Object-oriented Languages 16%
• Parameter Sensitivity Analysis 16%
• Truncation Error 16%
• Differentiation Method 16%
• Quality Parameters 16%
• Thermal Balance 16%
• Numerical Differentiation 16%
• Random Sampling Method 16%
• Discontinuous Systems 16%
• Monte Carlo Sampling 16%
• Differential Sensitivity Analysis 16%
• Analytical Differentiation 16%
• Real Building 16%
• Building Thermal Performance 16%
• Physical Laws 16%
• Model Switch 16%
• Numerical Estimation 16%

Engineering

• Simulation Model 100%
• Energy Building 100%
• Energy Simulation 100%
• Algebraic Equation 33%
• Technical Challenge 33%
• Numerical Solution 33%
• Step Size α 33%
• Truncation Error 33%
• Oriented Programming 33%
• Thermal Performance 33%
• Latin-Hypercube Sampling 33%
• Program Code 33%
• Discontinuous System 33%
• Thermal Balance 33%
• Subroutine 33%