A critical analysis of future weather data for building and energy modeling

Zhaoyun Zeng, Ji Hyun Kim, Haochen Tan, Yuqing Hu, Parag Rastogi, Jiali Wang, Ralph Muehleisen

Research output: Contribution to journalConference articlepeer-review

Abstract

The inappropriate processing and utilization of future weather data in building and energy modeling are more common and serious than people think. This paper provides a comprehensive review of various aspects of future weather data for building and energy modeling, including the emissions scenarios, climate models, downscaling methods, different types of future weather data, and uncertainties in future weather data. The application of future weather data in four scenarios (i.e., energy analysis, resilience analysis, HVAC design, and utility-scale analysis) is also introduced. For each application scenario, the applicability and appropriateness of different future weather data are critically analyzed.

Original languageEnglish (US)
Pages (from-to)950-957
Number of pages8
JournalBuilding Simulation Conference Proceedings
Volume18
DOIs
StatePublished - 2023
Event18th IBPSA Conference on Building Simulation, BS 2023 - Shanghai, China
Duration: Sep 4 2023Sep 6 2023

All Science Journal Classification (ASJC) codes

  • Building and Construction
  • Architecture
  • Modeling and Simulation
  • Computer Science Applications

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