Moon Keun Kim

发表

Neural-Network-Based Building Energy Consumption Prediction with Training Data Generation

Sanghyuk Lee, Kyeong Soo Kim, Jaehoon Cha, 2019, Processes.

Introduction of Decentralized Ventilation systems in buildings

Moon Keun Kim, 2015 .

Impact of correlation of plug load data, occupancy rates and local weather conditions on electricity consumption in a building using four back-propagation neural network models

Moon Keun Kim, Yang-Seon Kim, Jelena Srebric, 2020 .

Traffic noise level predictions for buildings with windows opened for natural ventilation in urban environments

Jelena Srebric, Christopher Barber, Moon Keun Kim, 2017 .

Simplified Neural Network Model Design with Sensitivity Analysis and Electricity Consumption Prediction in a Commercial Building

Sanghyuk Lee, Nipon Theera-Umpon, Jaehoon Cha, 2019, Energies.

Performance Evaluation of Hybrid Radiant Cooling System Integrated with Decentralized Ventilation System in Hot and Humid Climates

Moon Keun Kim, Shixin Cui, K. Papadikis, 2017 .

Exergy minimization strategies for using advanced heating, ventilation, and air conditionig (HVAC) systems

Moon Keun Kim, 2014 .

Predicting electricity consumption in a building using an optimized back-propagation and Levenberg–Marquardt back-propagation neural network: Case study of a shopping mall in China

Moon Keun Kim, Zhaoyang Ye, Zhaoyang Ye, 2018, Sustainable Cities and Society.

Simulation and Analysis of Perturbation and Observation-Based Self-Adaptable Step Size Maximum Power Point Tracking Strategy with Low Power Loss for Photovoltaics

Huiqing Wen, Moon Keun Kim, Yinxiao Zhu, 2018, Energies.

Investigation of Applicability of Impact Factors to Estimate Solar Irradiance: Comparative Analysis Using Machine Learning Algorithms

Sanghyuk Lee, Jaehoon Cha, Moon Keun Kim, 2021, Applied Sciences.

A Two-Dimensional Numerical Analysis for Thermal Performance of an Intermittently Operated Radiant Floor Heating System in a Transient External Climatic Condition

Moon Keun Kim, Mohammad Heidarinejad, J. Srebric, 2020, Heat Transfer Engineering.

Energy analysis of a hybrid radiant cooling system under hot and humid climates: A case study at Shanghai in China

Moon Keun Kim, Shi-Jie Cao, Jiying Liu, 2018, Building and Environment.

A case study on feasible performance of a system combining an airbox convector with a radiant panel for tropical climates

Hansjürg Leibundgut, Moon Keun Kim, Hansjürg Leibundgut, 2014 .

Comparative Modelling Analysis of Air Pollutants, PM2.5 and Energy Efficiency Using Three Ventilation Strategies in a High-Rise Building: A Case Study in Suzhou, China

Moon Keun Kim, S. Sharples, Bing Chen, 2021, Sustainability.

Evaluation of the humidity performance of a novel radiant cooling system connected with an Airbox convector as a low exergy system adapted to hot and humid climates

Hansjürg Leibundgut, Moon Keun Kim, Hansjürg Leibundgut, 2014 .

Performance of novel ventilation strategy for capturing CO2 with scheduled occupancy diversity and infiltration rate

Moon Keun Kim, Hansjuerg Leibundgut, H. Leibundgut, 2015 .

Predictions of electricity consumption in a campus building using occupant rates and weather elements with sensitivity analysis: Artificial neural network vs. linear regression

Jelena Srebric, Moon Keun Kim, J. Srebric, 2020 .

Experimental and Numerical Study of an Active Solar Heating System with Soil Heat Storage for Greenhouses in Cold Climate Zones

Moon Keun Kim, Jiying Liu, Tao Yu, 2022, Buildings.

Numerical Simulation Modeling of a GSHP and WSHP System for an Office Building in the Hot Summer and Cold Winter Region of China: A Case Study in Suzhou

Moon Keun Kim, J. Hao, Wenting Ma, 2019, Sustainability.

A comparison of the thermal comfort performances of a radiation floor cooling system when combined with a range of ventilation systems

Moon Keun Kim, Shengwei Zhu, J. Srebric, 2020, Indoor and Built Environment.

Can increased outdoor CO2 concentrations impact on the ventilation and energy in buildings? A case study in Shanghai, China

Moon Keun Kim, Joon-Ho Choi, 2019, Atmospheric Environment.

Prediction and Correlation Analysis of Ventilation Performance in a Residential Building Using Artificial Neural Network Models Based on Data-Driven Analysis

Moon Keun Kim, Junqi Wang, Jiying Liu, 2022, Sustainable Cities and Society.

Predicting moisture condensation risk on the radiant cooling floor of an office using integration of a genetic algorithm-back-propagation neural network with sensitivity analysis

Moon Keun Kim, Jiying Liu, Xiaozhou Wu, 2022, Energy and Built Environment.

Investigation of outdoor air pollutant, PM2.5 affecting the indoor air quality in a high-rise building

Moon Keun Kim, S. Sharples, Bing Chen, 2021, Indoor and Built Environment.

A Review of CFD Analysis Methods for Personalized Ventilation (PV) in Indoor Built Environments

Zhu, Moon Keun Kim, Shengwei Zhu, 2019, Sustainability.

A review of human thermal plume and its influence on the inhalation exposure to particulate matter

Moon Keun Kim, Jiying Liu, Z. Ai, 2022, Indoor and Built Environment.

Experimental and numerical analysis of indoor air quality affected by outdoor air particulate levels (PM1.0, PM2.5 and PM10), room infiltration rate, and occupants' behaviour.

Moon Keun Kim, Jiying Liu, Bing Chen, 2022, Science of the Total Environment.

Multi-objective optimization of energy-saving measures and operation parameters for a newly retrofitted building in future climate conditions: A case study of an office building in Chengdu

Moon Keun Kim, Jiying Liu, J. Ran, 2023, Energy Reports.

Optimal Design Strategy of a Solar Reflector Combining Photovoltaic Panels to Improve Electricity Output: A Case Study in Calgary, Canada

Moon Keun Kim, Jiying Liu, H. Wen, 2021, Sustainability.

Energy analysis of a decentralized ventilation system compared with centralized ventilation systems in European climates: Based on review of analyses

Luca Baldini, Moon Keun Kim, Moon Keun Kim, 2016 .

Application potential analysis of different control strategies for radiant floor cooling systems in office buildings in different climate zones of China

Moon Keun Kim, Jiying Liu, Mengying Cui, 2023, Energy and Buildings.

Dynamic prediction of the pre-dehumidification of a radiant floor cooling and displacement ventilation system based on computational fluid dynamics and a back-propagation neural network: A case study of an office room

Moon Keun Kim, Jiying Liu, Shiyu Zhou, 2022, Indoor and Built Environment.

Experimental study on control strategies of radiant floor cooling system with direct-ground cooling source and displacement ventilation system: A case study in an office building

Moon Keun Kim, Jiying Liu, Shiyu Zhou, 2022, Energy.

Numerical analysis of cooling potential and indoor thermal comfort with a novel hybrid radiant cooling system in hot and humid climates

Moon Keun Kim, J. Srebric, Jiying Liu, 2021, Indoor and Built Environment.

Developing a collaborative control strategy of a combined radiant floor cooling and ventilation system: A PMV-based model

Moon Keun Kim, Jiying Liu, Jikui Miao, 2022, Journal of Building Engineering.

Evaluating and adapting low exergy systems with decentralized ventilation for tropical climates

Luca Baldini, Jovan Pantelic, Esmail M. Saber, 2013 .

Energy and exergy analyses of advanced decentralized ventilation system compared with centralized cooling and air ventilation systems in the hot and humid climate

Joon-Ho Choi, Hansjürg Leibundgut, Moon Keun Kim, 2014 .

Evaluation of the humidity performance of a carbon dioxide (CO2) capture device as a novel ventilation strategy in buildings

Moon Keun Kim, J. Wurzbacher, Hansjürg Leibundgut, 2020 .

A novel ventilation strategy with CO2 capture device and energy saving in buildings

Luca Baldini, Hansjürg Leibundgut, Moon Keun Kim, 2015 .

Refined design of ventilation systems to mitigate infection risk in hospital wards: Perspective from ventilation openings setting.

Moon Keun Kim, F. Haghighat, Junqi Wang, 2023, Environmental pollution.