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Decision making of HVAC system using Bayesian Markov chain Monte Carlo method

Energy and buildings, 2014-04, Vol.72, p.112-121

2014

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Application of deep Q-networks for model-free optimal control balancing between different HVAC systems

HVAC&R research, 2020-01, Vol.26 (1), p.61-74

2020

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Predictability of occupant presence and performance gap in building energy simulation

Applied energy, 2017-12, Vol.208, p.1639-1652

2017

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Correlation between occupants and energy consumption

Energy and buildings, 2016-03, Vol.116, p.420-433

2016

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BIM interface for full vs. semi-automated building energy simulation

Energy and buildings, 2014-01, Vol.68, p.671-678

2014

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Temporal and spatial variation in the predictability of building occupancy

Building and environment, 2019-02, Vol.149, p.477-489

2019

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Different Occupant Modeling Approaches for Building Energy Prediction

Energy procedia, 2016, Vol.88, p.721-724

2016

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Energy Analysis of 4625 Office Buildings in South Korea

Energies (Basel), 2019-03, Vol.12 (6), p.1114

2019

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Simplified Weather-Related Building Energy Disaggregation and Change-Point Regression: Heating and Cooling Energy Use Perspective

Buildings (Basel), 2022-10, Vol.12 (10), p.1717

2022

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Temporal Segmentation for the Estimation and Benchmarking of Heating and Cooling Energy in Commercial Buildings in Seoul, South Korea

Sustainability, 2022-09, Vol.14 (17), p.11095

2022

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Machine learning vs. hybrid machine learning model for optimal operation of a chiller

HVAC&R research, 2019-02, Vol.25 (2), p.209-220

2019

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Alternative Approaches to HVAC Control of Chat Generative Pre-Trained Transformer (ChatGPT) for Autonomous Building System Operations

Buildings (Basel), 2023-11, Vol.13 (11), p.2680

2023

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Hybrid model using Bayesian neural network for variable refrigerant flow system

Journal of building performance simulation, 2022-01, Vol.15 (1), p.1-20

2022

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Hybrid Model for Forecasting Indoor CO2 Concentration

Buildings (Basel), 2022-10, Vol.12 (10), p.1540

2022

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Artificial neural network models for building energy prediction

2017 Winter Simulation Conference (WSC), 2017, p.2708-2716

2017

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Gaussian Process Model for Control of an Existing Building

Energy procedia, 2015, Vol.78, p.2136-2141

2015

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A Direction for AI Integrated Smart Housing Platform and Services Technologies

KIEAE Journal, 2020-12, Vol.20 (6), p.177-183

2020

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Issues of Application of Machine Learning Models for Virtual and Real-Life Buildings

Sustainability, 2016-06, Vol.8 (6), p.543-543

2016

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Optimal control strategies of eight parallel heat pumps using Gaussian process emulator

Journal of building performance simulation, 2019-09, Vol.12 (5), p.650-662

2019

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Assessment of Passive vs. Active Strategies for a School Building Design

Sustainability, 2015-11, Vol.7 (11), p.15136-15151

2015

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Issues to Be Solved for Energy Simulation of An Existing Office Building

Sustainability, 2016-04, Vol.8 (4), p.345-345

2016

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Development of an Gaussian Process Model using a Data Filtering Method

Journal of the architectural institute of Korea planning & design, 2016-04, Vol.32 (4), p.97-105

2016

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Development of a Profiling System for Energy Performance Assessment of Existing Buildings

Journal of the Architectural Institute of Korea Structure & Construction, 2016-12, Vol.32 (12), p.77-87

2016

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Artificial neural network models for building energy prediction

Proceedings of the 2017 Winter Simulation Conference, 2017, p.1-9

2017

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Concordance Rate between Clinicians and Watson for Oncology among Patients with Advanced Gastric Cancer: Early, Real-World Experience in Korea

Canadian journal of gastroenterology & hepatology, 2019-01, Vol.2019 (2019), p.1-6

2019

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Decision making of HVAC system using Bayesian Markov chain Monte Carlo method

Application of deep Q-networks for model-free optimal control balancing between different HVAC systems

Predictability of occupant presence and performance gap in building energy simulation

Correlation between occupants and energy consumption

BIM interface for full vs. semi-automated building energy simulation

Temporal and spatial variation in the predictability of building occupancy

Different Occupant Modeling Approaches for Building Energy Prediction

Energy Analysis of 4625 Office Buildings in South Korea

Simplified Weather-Related Building Energy Disaggregation and Change-Point Regression: Heating and Cooling Energy Use Perspective

Temporal Segmentation for the Estimation and Benchmarking of Heating and Cooling Energy in Commercial Buildings in Seoul, South Korea

Machine learning vs. hybrid machine learning model for optimal operation of a chiller

Alternative Approaches to HVAC Control of Chat Generative Pre-Trained Transformer (ChatGPT) for Autonomous Building System Operations

Hybrid model using Bayesian neural network for variable refrigerant flow system

Hybrid Model for Forecasting Indoor CO2 Concentration

Artificial neural network models for building energy prediction

Gaussian Process Model for Control of an Existing Building

A Direction for AI Integrated Smart Housing Platform and Services Technologies

Issues of Application of Machine Learning Models for Virtual and Real-Life Buildings

Optimal control strategies of eight parallel heat pumps using Gaussian process emulator

Assessment of Passive vs. Active Strategies for a School Building Design

Issues to Be Solved for Energy Simulation of An Existing Office Building

Development of an Gaussian Process Model using a Data Filtering Method

Development of a Profiling System for Energy Performance Assessment of Existing Buildings

Artificial neural network models for building energy prediction

Concordance Rate between Clinicians and Watson for Oncology among Patients with Advanced Gastric Cancer: Early, Real-World Experience in Korea

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