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M

Moon Keun Kim

oslo metropolitan university

H指数:28

被引数:2,193

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Comparative analysis of machine learning models for predicting heating demand and electricity consumption using weather data: Two case studies in Norway

基于气象数据的机器学习模型在预测供暖需求和电力消耗方面的比较分析：挪威的两个案例研究

IF5.1

2026-10-270

OA

Advanced techniques for electricity consumption prediction in buildings using comparative correlation analysis, data normalization, and Long Short-Term Memory (LSTM) networks: A case study of a U.S. commercial building

基于比较相关性分析、数据归一化及长短期记忆（LSTM）网络的建筑电力消耗预测高级技术：美国某商业建筑案例研究

materials reports: energy

IF5.1

2025-06-060

PREAI

Multi-objective optimization of integrated energy systems in natural gas industrial zones: Enhancing performance through variable hydrogen blending ratios

天然气工业区综合能源系统的多目标优化: 通过可变氢混合比提高性能

APPLIED THERMAL ENGINEERING

IF6.9

2025-06-010

PRE

Exploring the comprehensive integration of artificial intelligence in optimizing HVAC system operations: A review and future outlook

探索人工智能在优化暖通空调系统运行中的综合集成: 回顾与展望

RESULTS IN ENGINEERING

IF7.9

2025-03-011

OAAI

Predictive and correlational analysis of heating energy consumption in four residential apartments with sensitivity analysis using long Short-Term memory and Generalized regression neural network models

SUSTAINABLE ENERGY TECHNOLOGIES AND ASSESSMENTS

IF7

2024-11-013

OAAI

The development of radiant floor cooling system (RFCS): System type , control strategy, and application

RESULTS IN ENGINEERING

IF7.9

2024-09-015

OAAI

A Numerical Investigation of the Influence of Diffuser Vane Height on Hydraulic Loss in the Volute for a Centrifugal Water Supply Pump

扩压器叶片高度对离心式给水泵蜗壳内水力损失影响的数值研究

IF3.1

2024-07-240

OA

Optimizing long-term park-level integrated energy system through multi-stage planning: A study incorporating the ladder-type carbon trading mechanism

RESULTS IN ENGINEERING

IF7.9

2024-06-018

OAAI

Phonon Transport Characteristics of Nano-Silicon Thin Films Irradiated by Ultrafast Laser under Dispersion Relation

IF3.1

2024-01-130

OA

Investigating the reliability of estimating real-time air exchange rates in a building by using airborne particles, including PM1.0, PM2.5, and PM10: A case study in Suzhou, China

ATMOSPHERIC POLLUTION RESEARCH

IF3.5

2024-01-013

OAAI

Hourly Heat Load Prediction for Residential Buildings Based on Multiple Combination Models: A Comparative Study

IF3.1

2023-09-1411

OA

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

ENVIRONMENTAL POLLUTION

IF7.3

2023-09-0111

PRE

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

不同控制策略在我国不同气候区办公建筑地板辐射供冷系统中的应用潜力分析

ENERGY AND BUILDINGS

IF7.1

2023-03-0122

PRE

A Numerical Study on the Exergy Performance of a Hybrid Radiant Cooling System in an Office Building: Comparative Case Study and Analysis

办公楼混合辐射供冷系统火用性能的数值研究: 比较案例研究与分析

IF3.1

2023-02-083

OA

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

受室外空气颗粒物水平 (PM1.0，PM2.5和PM10)，房间渗透率和居住者行为影响的室内空气质量的实验和数值分析

SCIENCE OF THE TOTAL ENVIRONMENT

IF8

2022-12-0124

OAAI

Prediction and correlation analysis of ventilation performance in a residential building using artificial neural network models based on data-driven analysis

基于数据驱动分析的人工神经网络模型对住宅建筑通风性能的预测和相关性分析

SUSTAINABLE CITIES AND SOCIETY

IF12

2022-08-0116

OAAI

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

开发组合地板辐射供冷和通风系统的协同控制策略: 基于PMV的模型

JOURNAL OF BUILDING ENGINEERING

IF7.4

2022-08-0124

OAAI

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

INDOOR AND BUILT ENVIRONMENT

IF2.9

2022-06-0814

OA

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

IF3.1

2022-03-265

OA

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

INDOOR AND BUILT ENVIRONMENT

IF2.9

2022-03-2522

OA