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Kwangwon Choi

Inha University

253 Yonghyun-dong

Nam-gu Incheon 402-751

Korea, Republic of (South Korea)

SCHOLARLY PAPERS

11

DOWNLOADS

481

TOTAL CITATIONS

0

Scholarly Papers (11)

Demonstration of rule-based model predictive control algorithm for smart building energy management of commercial buildings

Number of pages: 34 Posted: 15 Oct 2025
Semi Park, Kwangwon Choi, Abu Talib and Jaewan Joe
Inha University, Inha University, Inha University and Inha University
Downloads 49 (1,107,422)

Abstract:

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Model Predictive Control (MPC), Implementation, Pre-cooling, Grey-box modeling, Regression, Rule extraction

Demonstration of rule-based model predictive control algorithm for smart building energy management of commercial buildings

Number of pages: 34 Posted: 27 Sep 2025
Semi Park, Kwangwon Choi, Abu Talib and Jaewan Joe
Inha University, Inha University, Inha University and Inha University
Downloads 46 (1,144,483)

Abstract:

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Model predictive control (MPC), Implementation, Pre-cooling, Grey-box modeling, Regression, Rule extraction

A Non-Intrusive Experimental Study on the Thermal Characteristics and Grey-Box Modeling of Underfloor Heating in Residential Buildings

Number of pages: 27 Posted: 31 May 2025
Inha University, Inha University, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 59 (996,491)

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Underfloor heating system, Grey-box model, Infrared thermography, Residential building

A Non-Intrusive Experimental Study on the Thermal Characteristics and Grey-Box Modeling of Underfloor Heating in Residential Buildings

Number of pages: 27 Posted: 13 May 2025
Inha University, Inha University, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 19 (1,525,626)

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Underfloor heating system, Grey-box model, Infrared thermography, Residential building

3.

Infrared Signal-Based Implementation of Model-Based Predictive Control (Mpc) for Cost Saving in a Campus Building

Number of pages: 24 Posted: 13 Nov 2023
Kwangwon Choi, Donggun Lee, Semi Park and Jaewan Joe
Inha University, Inha University, Inha University and Inha University
Downloads 74 (860,052)

Abstract:

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Grey-box model, Model-based predictive control, Infrared signal, Arduino board, Demonstration, Implementation

4.

A non-intrusive experimental study on the thermal characteristics and grey-box modeling of underfloor heating in residential buildings

Number of pages: 27 Posted: 22 Sep 2025
Inha University, Inha University, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 54 (1,031,043)

Abstract:

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Underfloor heating system, grey-box model, Infrared thermography, Residential building

5.

A Rule-Based Near-Optimal ON/OFF Control Strategy for Residential Radiant Floor Heating Systems

Number of pages: 30 Posted: 01 Nov 2025
Inha University, Inha University, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 51 (1,086,013)

Abstract:

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Model-based predictive control, Rule-based control, Radiant floor heating, Grey-box modeling, Residential buildings

6.

Load Shift-Based Cost-Saving Potential of Data Centers Via Predictive Control Strategies

Number of pages: 27 Posted: 23 Dec 2024
Abu Talib, Kwangwon Choi and Jaewan Joe
Inha University, Inha University and Inha University
Downloads 39 (1,222,651)

Abstract:

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Grey-box model, Data center, Underfloor air distribution, energy efficiency, Model-based predictive control

7.

Metacognition of Building Energy Users for Inducing Energy Saving: Methodology Development and Case Study on Day-Care Centers in South Korea

Number of pages: 28 Posted: 16 Jun 2025
affiliation not provided to SSRN, Inha University, Inha University, Inha University, Inha University, Korea Institute of Civil Engineering and Building Technology and Inha University
Downloads 31 (1,332,057)

Abstract:

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Building energy open dataset, Machine Learning, Metacognition, User behavior

8.

Development of Seasonally Clustered Building Models for Applying Model-Based Predictive Control in Buildings

Number of pages: 30 Posted: 08 Jul 2025
Inha University, Inha University, Inha University, Inha University and AutoSemantics
Downloads 25 (1,399,036)

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Model-based predictive control, Grey-box model, Clustering, Seasonally clustered building models

9.

Experimental demonstration of penalty-based distributed MPC for peak load and cost reduction in multi-zone buildings

Number of pages: 34 Posted: 25 May 2026
Inha University, Inha University, Inha University, Purdue University and Inha University
Downloads 15 (1,534,404)

Abstract:

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Model-based predictive control, Implementation, Grey-box model, Distributed optimization, Peak load management

10.

Demonstration of rule-based model predictive control algorithm for smart building energy management of commercial buildings

Number of pages: 35 Posted: 06 Apr 2026
Semi Park, Kwangwon Choi, Abu Talib and Jaewan Joe
Inha University, Inha University, Inha University and Inha University
Downloads 11 (1,541,665)

Abstract:

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Model Predictive Control (MPC), Implementation, Pre-cooling, Grey-box modeling, Regression, Rule extraction

11.

Demonstration of rule-based model predictive control algorithm for smart building energy management of commercial buildings

Number of pages: 34 Posted: 11 Jun 2026
Semi Park, Kwangwon Choi, Abu Talib, Insung Kang and Jaewan Joe
The University of Texas at Arlington, Inha University, Inha University, Illinois Institute of Technology and Inha University
Downloads 8

Abstract:

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Model predictive control (MPC), Implementation, Pre-cooling, Grey-box modeling, Regression, Rule extraction