Development and analysis of a tool for speed up of EnergyPlus through parallelization |
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Authors: | Vishal Garg Akshey Jawa Jyotirmay Mathur Aviruch Bhatia |
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Affiliation: | 1. Centre for IT in Building Science, International Institute of Information Technology, Gachibowli, Hyderabad 500032, India;2. Centre for Energy and Environment, Malaviya National Institute of Technology, JLN Marg, Jaipur, India |
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Abstract: | This paper describes how the EPparallel tool splits a single annual simulation into 12 simulations of one month each and runs them in parallel. The paper also describes the methodology to prepare input files, enable file sharing between nodes, collate results generated by the nodes, and ensure quality check on the simulations. The EPparallel tool uses Message Passing Interface library and runs on Linux. The tool has been tested on 16 commercial reference buildings over 16 US weather files. The results of these 256 runs which include the run times, computing time overheads, speed gains and accuracy of results are presented in this paper. The speed gain ranged from 2.9×to 7.8×and deviation (percentage of output values obtained in parallel simulation which were off by more than 1% as compared to output values obtained in annual simulation) ranged from 0% to 4%. |
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Keywords: | EnergyPlus parallelization energy simulation simulation run time simulation speed gain |
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