PROCESSING RAW WEATHER DATA INTO WEATHER FILES ACCEPTABLE FOR BUILDING ENERGY PERFORMANCE SIMULATION TOOLS
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1 PROCESSING RAW WEATHER DATA INTO WEATHER FILES ACCEPTABLE FOR BUILDING ENERGY PERFORMANCE SIMULATION TOOLS dr Bratislav Blagojević Marko Ignjatović University of Niš Faculty of Mechanical Engineering in Niš 45 th HVAC&R Congress Belgrade, Serbia, December 2014
2 Introduction All simulation programs need representation of local climate conditions which are relevant for the buildings modeled DBT, RH, WindSpeed, WindDir, ATMPress, Radiation/CC The typical weather data are derived from hourly measurements at specific location (national weather stations/building site etc.) for a long period of time Special formats: TMY, TMY2, TMY3 WYEC, WYEC2 TRY AMY IWEC
3 Sources of data availability BEPST specific Tool developers websites WMO National organizations ASHRAE, NREL User support groups
4 Weather files general use For specific location: For project comparisons or proving building energy performance Long term measurements if available Numerical methods from nearby stations with long term measurements For energy model calibration, online & offline simulations etc. Short term measurements (ongoing)
5 Raw weather data Measured at specific location national meteorogical organization station network Different variables and time interval Mainly in UTC (Serbia) Local Time for simulations Solar radiation measured? Which component?
6 EnergyPlus weather file - *.epw BEPST EnergyPlus Special file format: Similar in structure to TMY2 and TMY3 Easier for processing and visualization (*.csv)
7 EnergyPlus weather file - *.epw The main problem is converting from: into:
8 EnergyPlus weather file - *.epw This is achieved with the use of Weather converter (included in EnergyPlus installation) Difficulties observed: A lot of measured data at one minute resolution selection of the most appropriate data to process Instantaneous readings or averages? Time conversion: from UTC to Standard Local Time Global radiation measured, but EnergyPlus uses Direct Normal and Diffuse Horizontal in heat balance algorithms
9 Creating custom *.epw for City of Niš #WMO Averaging data for every 60 minutes (i.e. readings from 15:00 to 15:59 are averaged and stored as data at 16:00) Time conversion: from UTC to Standard Local Time (UTC+1 for Niš) Solved in data preparation phase by ofsetting readings for one row Global radiation measured Solved by implementing Perez split Incorporated in weather converter but with some issues
10 Creating custom *.epw Not huge difference with EnergyPlus 8.2! 05:00 06:00 07:00 08:00 09:00 10:00 11:00 12:00 13:00 14:00 15:00 16:00 17:00 18:00 19:00 Huang Direct EnergyPlus 8.2 Direct This was the case with EnergyPlus7.2 05:00 06:00 07:00 08:00 09:00 10:00 11:00 12:00 13:00 14:00 15:00 16:00 17:00 18:00 19:00 EnergyPlus7.2 Direct Huang Direct :00 06:00 07:00 08:00 09:00 10:00 11:00 12:00 13:00 14:00 15:00 16:00 17:00 18:00 19:00 05:00 06:00 07:00 08:00 09:00 10:00 11:00 12:00 13:00 14:00 15:00 16:00 17:00 18:00 19:00 Huang Diffuse EnergyPlus 8.2 Diffuse EnergyPlus7.2 Diffuse Huang Diffuse
11 Creating custom *.epw This split is performed with the source code provided by Joe Huang
12 Conclusion Check for availability of data for specific location Standard weather file formats Measurements from local meteorogical station (preferably for several years) Perform on-site measurements (useful only for calibration and online simulations) in order to provide data for weather files Select data which can be used within BEPST of choice Check if Solar radiation is measured and what components One can obtain Global Radiation from Cloud Cover! Perform necessary data pre-processing before creating weather files Always check the environmental outputs from BEPST!
13 Acknowledgments Special gratitude to Republic Hydrometeorological Service of Serbia, Observatory in Niš and director Zoran Vasiljević Special thanks to Mr Joe Huang from White Box Technologies for providing source code for Direct/Diffuse split
14 Thank you for Your attention! Marko Ignjatović University of Niš Faculty of Mechanical Engineering HVAC department WWW:
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