A Systematic Literature Review of Physics-Based Urban Building Energy Modeling (UBEM) Tools, Data Sources, and Challenges for Energy Conservation

被引:22
作者
Kamel, Ehsan [1 ]
机构
[1] New York Inst Technol, Dept Energy Management, New York, NY 11568 USA
关键词
urban building energy modeling; physics-based; bottom-up; energy conservation measures; SIMULATION; CITY; METHODOLOGY; GENERATION; FRAMEWORK;
D O I
10.3390/en15228649
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
Urban building energy modeling (UBEM) is a practical approach in large-scale building energy modeling for stakeholders in the energy industry to predict energy use in the building sector under different design and retrofit scenarios. UBEM is a relatively new large-scale building energy modeling (BEM) approach which raises different challenges and requires more in-depth study to facilitate its application. This paper performs a systematic literature review on physics-based modeling techniques, focusing on assessing energy conservation measures. Different UBEM case studies are examined based on the number and type of buildings, building systems, occupancy schedule modeling, archetype development, weather data type, and model calibration methods. Outcomes show that the existing tools and techniques can successfully simulate and assess different energy conservation measures for a large number of buildings. It is also concluded that standard UBEM data acquisition and model development, high-resolution energy use data for calibration, and open-access data, especially in heating and cooling systems and occupancy schedules, are among the biggest challenges in UBEM adoption. UBEM research studies focused on developing auto-calibration routines, adding feedback loops for real-time updates, future climate data, and sensitivity analysis on the most impactful modeling inputs should be prioritized for future research.
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页数:24
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共 99 条
  • [1] On the Spatio-Temporal End-User Energy Demands of a Dense Urban Environment
    Ahmed, Krarti
    Ortiz, Luis E.
    Gonzalez, J. E.
    [J]. JOURNAL OF SOLAR ENERGY ENGINEERING-TRANSACTIONS OF THE ASME, 2017, 139 (04):
  • [2] Review of urban building energy modeling (UBEM) approaches, methods and tools using qualitative and quantitative analysis
    Ali, Usman
    Shamsi, Mohammad Haris
    Hoare, Cathal
    Mangina, Eleni
    O'Donnell, James
    [J]. ENERGY AND BUILDINGS, 2021, 246
  • [3] A data-driven approach for multi-scale building archetypes development
    Ali, Usman
    Shamsi, Mohammad Haris
    Hoare, Cathal
    Mangina, Eleni
    O'Donnell, James
    [J]. ENERGY AND BUILDINGS, 2019, 202
  • [4] Ali U, 2018, ASHRAE IBPSA USA BUI, P60
  • [5] A review of modelling approaches and tools for the simulation of district-scale energy systems
    Allegrini, Jonas
    Orehounig, Kristina
    Mavromatidis, Georgios
    Ruesch, Florian
    Dorer, Viktor
    Evins, Ralph
    [J]. RENEWABLE & SUSTAINABLE ENERGY REVIEWS, 2015, 52 : 1391 - 1404
  • [6] From concept to application: A review of use cases in urban building energy modeling
    Ang, Yu Qian
    Berzolla, Zachary Michael
    Reinhart, Christoph F.
    [J]. APPLIED ENERGY, 2020, 279
  • [7] Potential Demand Reduction from Buildings in a Simulated Utility
    Bass, Brett
    Newt, Joshua
    [J]. PROCEEDINGS OF THE 1ST ACM INTERNATIONAL WORKSHOP ON URBAN BUILDING ENERGY SENSING, CONTROLS, BIG DATA ANALYSIS, AND VISUALIZATION (URBSYS '19), 2019, : 82 - 86
  • [8] Building envelope modeling calibration using aerial thermography
    Bayomi, Norhan
    Nagpal, Shreshth
    Rakha, Tarek
    Fernandez, John E.
    [J]. ENERGY AND BUILDINGS, 2021, 233 (233)
  • [9] Addressing the potential for improvement of urban building stock: A protocol applied to a Mediterranean Spanish case
    Blazquez, T.
    Suarez, R.
    Ferrari, S.
    Sendra, J. J.
    [J]. SUSTAINABLE CITIES AND SOCIETY, 2021, 71
  • [10] Microclimate and urban morphology effects on building energy demand in different European cities
    Boccalatte, A.
    Fossa, M.
    Gaillard, L.
    Menezo, C.
    [J]. ENERGY AND BUILDINGS, 2020, 224