2002OakTrust (Texas A&M University Libraries)Open access

AUTOMATIC CALIBRATION OF A BUILDING ENERGY SIMULATION MODEL USING A GLOBAL OPTIMIZATION PROGRAM

S. U. Lee, David E. Claridge

Open full text 9 citations

Abstract

A simulation model used to analyze the \nenergy performance of an existing building \nshould be calibrated to measured consumption \ndata from the building so the simulation output \nclosely follows the measured time series energy \nconsumption data and shows the same \ntemperature dependence. This paper has used \noptimization software to show that a simple \nsimulation program which is a coding of the \nASHRAE 'Simplified Energy Analysis \nProcedure' can be automatically calibrated to \n“measured” data. The “measured data” used in \nthis case study was simulation data to which a \nsmall amount of white noise had been added.

Open-access reader

About this research paper

What this paper is about

A simulation model used to analyze the \nenergy performance of an existing building \nshould be calibrated to measured consumption \ndata from the building so the simulation output \nclosely follows the measured time series energy \nconsumption data and shows the same \ntemperature dependence. This paper has used \noptimization software to show that a simple \nsimulation program which is a coding of the \nASHRAE 'Simplified Energy Analysis \nProcedure' can be automatically calibrated to \n“measured” data. The “measured data” used in \nthis case study was simulation data to which a \nsmall amount of white noise had been added.

Why it matters

OpenAlex reports 9 citations for this work. Citation counts describe recorded attention and do not establish research quality.

Key contribution

A contribution statement is not available in the OpenAlex record.

Method / approach

Method details are not available in the OpenAlex metadata.

Main findings

Findings are not separately available in the OpenAlex metadata.

Limitations

Limitations are not available in the OpenAlex metadata.

Applications

Application details are not available in the OpenAlex metadata.

Available abstract

A simulation model used to analyze the \nenergy performance of an existing building \nshould be calibrated to measured consumption \ndata from the building so the simulation output \nclosely follows the measured time series energy \nconsumption data and shows the same \ntemperature dependence. This paper has used \noptimization software to show that a simple \nsimulation program which is a coding of the \nASHRAE 'Simplified Energy Analysis \nProcedure' can be automatically calibrated to \n“measured” data. The “measured data” used in \nthis case study was simulation data to which a \nsmall amount of white noise had been added.

Key concepts: ASHRAE 90.1, Building energy simulation, Energy consumption, Calibration, Computer science, Software, Energy (signal processing), Simulation

Related papers

Back to paper searchBrowse research topicsOriginal source
AUTOMATIC CALIBRATION OF A BUILDING ENERGY SIMULATION MODEL USING A GLOBAL OPTIMIZATION PROGRAM — Research Paper | ScholarLens