The 14th International
Linköping, September 20-24, 2021
[Practical Information] [Tutorials and Vendor Sessions] [Proceedings] [Modelica Libraries] [FMI User Meeting] [Archives] [Journal Special Issue (open for submissions until 2022-07-31)]
Title: | An Ice Storage Tank Modelica Model: Implementation and Validation |
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Authors: | Guowen Li, Yangyang Fu, Amanda Pertzborn, Jin Wen and Zheng O’Neill |
Abstract: | Energy storage systems have been gaining attention as a means of load management in grid-interactive efficient buildings. This study investigated the physics of the ice storage tank (IST) and implemented an IST model in Modelica. The developed IST Modelica model was compared with a similar model in EnergyPlus and was validated against experimental data from a testbed at the National Institute of Standards and Technology. Three statistical performance metrics were used to quantify the accuracy of the IST model. Validation results (CV(RMSE) ≤ 10.20 %, NMBE ≤ 0.44 %) show that the proposed model has a good prediction accuracy according to ASHRAE Guideline 14. |
Keywords: | Ice storage tank, Modelica modeling, Model validation |
Paper: | full paper |
Bibtex: | @InProceedings{modelica.org:Li:2021, title = "{An Ice Storage Tank Modelica Model: Implementation and Validation}", author = {Guowen Li and Yangyang Fu and Amanda Pertzborn and Jin Wen and Zheng O{\textquoteright}Neill}, pages = {177--185}, doi = {10.3384/ecp21181177}, booktitle = {Proceedings of the 14th International Modelica Conference}, location = {Link\"oping, Sweden}, editor = {Martin Sj\"olund and Lena Buffoni and Adrian Pop and Lennart Ochel}, isbn = {978-91-7929-027-6}, issn = {1650-3740}, month = sep, series = {Link\"oping Electronic Conference Proceedings}, number = {181}, publisher = {Modelica Association and Link\"oping University Electronic Press}, year = {2021} } |