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2023 journal article
Comparative Analysis of ANN and LSTM Prediction Accuracy and Cooling Energy Savings through AHU-DAT Control in an Office Building
BUILDINGS, 13(6).
2023 journal article
Energy savings and life cycle cost analysis of advanced double skin facade system applied to old apartments in South Korea
JOURNAL OF BUILDING ENGINEERING, 71.
2023 journal article
Potential Cooling Energy Savings of Economizer Control and Artificial-Neural-Network-Based Air-Handling Unit Discharge Air Temperature Control for Commercial Building
BUILDINGS, 13(5).
2023 review
Review and analysis of current solutions and trends for zero energy building (ZEB) thermal systems
[Review of ]. RENEWABLE & SUSTAINABLE ENERGY REVIEWS, 189.
2023 journal article
Sensitivity Analysis and Multi-Objective Optimization of Skylight Design in the Early Design Stage
ENERGIES, 17(1).
2022 journal article
Hybrid Solar Geothermal Heat Pump System Model Demonstration Study
FRONTIERS IN ENERGY RESEARCH, 9.
2020 journal article
Annual Energy Consumption Cut-Off with Cooling System Design Parameter Changes in Large Office Buildings
ENERGIES, 13(8).
2020 journal article
Comparative analysis of cooling energy performance between water-cooled VRF and conventional AHU systems in a commercial building
APPLIED THERMAL ENGINEERING, 170.
2020 journal article
Heating energy savings potential from retrofitting old apartments with an advanced double-skin facade system in cold climate
FRONTIERS IN ENERGY, 14(2), 224–240.
2020 article
Leveraging Open-Source Tools for Collaborative Macro-energy System Modeling Efforts
DeCarolis, J. F., Jaramillo, P., Johnson, J. X., McCollum, D. L., Trutnevyte, E., Daniels, D. C., … Zhou, Y. (2020, December 16). JOULE, Vol. 4, pp. 2523–2526.
Contributors: J. DeCarolis n, P. Jaramillo *, J. Johnson n , D. McCollum *, E. Trutnevyte *, D. Daniels *, G. Akın-Olçum*, J. Bergerson *
2020 journal article
Study on the Performance of Multiple Sources and Multiple Uses Heat Pump System in Three Different Cities
ENERGIES, 13(19).
2019 journal article
A Study on Utility of Retrofit that Minimizes the Replacement of Heat-Source System in Large Offices
ENERGIES, 12(22).
2019 journal article
Application of Artificial Neural Network for the Optimum Control of HVAC Systems in Double-Skinned Office Buildings
ENERGIES, 12(24).
2019 journal article
Design optimization of building geometry and fenestration for daylighting and energy performance
SOLAR ENERGY, 191, 7–18.
2019 journal article
Metamodels to assess the thermal performance of naturally ventilated, low-cost houses in Brazil
ENERGY AND BUILDINGS, 204.
2019 journal article
Numerical Study of Balancing between Indoor Building Energy and Outdoor Thermal Comfort with a Flexible Building Element
SUSTAINABILITY, 11(23).
2019 journal article
Performance analysis of a double-skin facade system installed at different floor levels of high-rise apartment building
JOURNAL OF BUILDING ENGINEERING, 26.
2019 article
Prediction of hourly solar radiation using temperature and humidity for real-time building energy simulation
CLIMATE RESILIENT CITIES - ENERGY EFFICIENCY & RENEWABLES IN THE DIGITAL ERA (CISBAT 2019), Vol. 1343.
2018 journal article
Energy cost analysis of an intelligent building network adopting heat trading concept in a district heating model
ENERGY, 151, 11–25.
2018 journal article
Improving the quality of building spaces that are planned mainly on loads rather than residents: Human comfort and energy savings for warehouses
ENERGY AND BUILDINGS, 178, 38–48.
2017 journal article
A Study on the Evaluation of the Annual Energy Consumption for a Geothermal Heat Pump System with Open Loop and Closed Loop Ground Heat Exchangers
INTERNATIONAL JOURNAL OF AIR-CONDITIONING AND REFRIGERATION, 25(3).
2017 journal article
Analysis of energy and control efficiencies of fuzzy logic and artificial neural network technologies in the heating energy supply system responding to the changes of user demands
APPLIED ENERGY, 190, 222–231.
2017 journal article
Anti-logic or common sense that can hinder machine's energy performance: Energy and comfort control models based on artificial intelligence responding to abnormal indoor environments
APPLIED ENERGY, 204, 117–130.
2017 journal article
Application priority of GSHP systems in the climate conditions of the United States
ADVANCES IN BUILDING ENERGY RESEARCH, 13(1), 1–17.
2017 journal article
Dead-band vs. machine-learning control systems: Analysis of control benefits and energy efficiency
JOURNAL OF BUILDING ENGINEERING, 12, 17–25.
2017 journal article
Development of an intelligent building controller to mitigate indoor thermal dissatisfaction and peak energy demands in a district heating system
BUILDING AND ENVIRONMENT, 124, 57–68.
2017 journal article
Methodology for energy strategy to prescreen the feasibility of Ground Source Heat Pump systems in residential and commercial buildings in the United States
Energy Strategy Reviews, 18, 53–62.
2017 journal article
Network-based energy supply optimal system in the condition where both heating and cooling are required simultaneously in a swing season
INTELLIGENT BUILDINGS INTERNATIONAL, 10(1), 42–57.
2017 journal article
Performance analysis of space heating smart control models for energy and control effectiveness in five different climate zones
BUILDING AND ENVIRONMENT, 115, 316–331.
2016 journal article
Development of a statistical analysis model to benchmark the energy use intensity of subway stations
APPLIED ENERGY, 179, 488–496.
2016 review
Energy efficiency and thermal comfort in historic buildings: A review
[Review of ]. RENEWABLE & SUSTAINABLE ENERGY REVIEWS, 61, 70–85.
2014 journal article
Energy savings analysis of fuel-cell microgeneration systems with ground source heat pumps in load-sharing buildings
INTERNATIONAL JOURNAL OF LOW-CARBON TECHNOLOGIES, 10(4), 405–411.
2012 journal article
Energy simulation modeling and savings analysis of load sharing between house and office
RENEWABLE ENERGY, 54, 70–77.
2004 journal article
Is Commissioning Once Enough?
Energy Engineering, 101(4), 7–19.
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