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Dong Gu Choi

Pohang University of Science and Technology (POSTECH) - Department of Industrial and Management Engineering

77 Cheongam-Ro, Nam-Gu

Pohang, Gyeongbuk

Korea, Republic of (South Korea)

  • Pohang University of Science and Technology (POSTECH) - Department of Industrial and Management Engineering

SCHOLARLY PAPERS

6

DOWNLOADS

999

TOTAL CITATIONS

5

Scholarly Papers (6)

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1.

Optimal Management of Renewable Energy Certificates: A Reinforcement Learning Approach

Number of pages: 47 Posted: 09 Sep 2022 Last Revised: 26 Jan 2026
Daeho Kim, Dong Gu Choi and Michael K. Lim
Pohang University of Science and Technology (POSTECH), Pohang University of Science and Technology (POSTECH) - Department of Industrial and Management Engineering and Seoul National University, SNU Business School
Downloads 421 (173,189)

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Renewable Energy Certi�cate, Reinforcement Learning, Brokerage Service Operation, Markov Decision Process, Explainable AI

2.

Why Have Voluntary Time-of-Use Tariffs Fallen Short in the Residential Sector?

Number of pages: 44 Posted: 03 Apr 2019 Last Revised: 16 Aug 2019
Dong Gu Choi, Michael K. Lim, Karthik Murali and Valerie Thomas
Pohang University of Science and Technology (POSTECH) - Department of Industrial and Management Engineering, Seoul National University, SNU Business School, Oregon State University - College of Business and Georgia Institute of Technology - The H. Milton Stewart School of Industrial & Systems Engineering (ISyE)
Downloads 197 (386,064)
Citation 4

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Electricity market design, Demand response, Time-of-use tariff, Residential sector, Consumer heterogeneity

3.

Adaptive Inventory Replenishment Using Structured Reinforcement Learning by Exploiting an Optimal Policy Structure

Number of pages: 52 Posted: 09 Nov 2022
Hyungjun Park, Dong Gu Choi and Daiki Min
Pohang University of Science and Technology (POSTECH), Pohang University of Science and Technology (POSTECH) - Department of Industrial and Management Engineering and Ewha Womans University
Downloads 188 (405,402)

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Inventory Replenishment Policy, Reinforcement Learning, Structural Properties, Stochastic Approximation

4.

Analysis of the Role of Hydrogen Energy in Achieving Carbon Neutrality by 2050: A Case Study of the Republic of Korea

Downloads 85 (771,553)

Analysis of the Role of Hydrogen Energy in Achieving Carbon Neutrality by 2050: A Case Study of the Republic of Korea

Number of pages: 24 Posted: 07 Dec 2023
Jisuk Ahn, Hwarang Lee, Dong Gu Choi and Sang Yong Park
affiliation not provided to SSRN, affiliation not provided to SSRN, Pohang University of Science and Technology (POSTECH) - Department of Industrial and Management Engineering and affiliation not provided to SSRN
Downloads 54 (1,038,620)

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Carbon neutrality, Hydrogen, Energy System Analysis, TIMES

Analysis of the Role of Hydrogen Energy in Achieving Carbon Neutrality by 2050: A Case Study of the Republic of Korea

Number of pages: 23 Posted: 04 Mar 2024
Hwarang Lee, Jisuk Ahn, Dong Gu Choi and Sang Yong Park
affiliation not provided to SSRN, affiliation not provided to SSRN, Pohang University of Science and Technology (POSTECH) - Department of Industrial and Management Engineering and affiliation not provided to SSRN
Downloads 31 (1,341,098)

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Carbon neutrality, Hydrogen, Energy System Analysis, TIMES

5.

The Impact of Heterogeneity in Consumer Characteristics on the Design of Optimal Time-of-Use Tariffs

Number of pages: 28 Posted: 18 Sep 2021
Dong Gu Choi and Karthik Murali
Pohang University of Science and Technology (POSTECH) - Department of Industrial and Management Engineering and Oregon State University - College of Business
Downloads 84 (777,583)
Citation 1

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Electricity Pricing, Demand Response, Energy Policy, Game Theory, Market Segmentation

6.

Profit Allocation in Energy Community Games under Non-convex Operations: A Duality-based Perspective

Number of pages: 30 Posted: 29 Apr 2026
Seokwoo Kim, Yuin Moon, Mohammad Reza Hesamzadeh, Jan Kronqvist and Dong Gu Choi
Pohang University of Science and Technology (POSTECH) - Department of Industrial and Management Engineering, affiliation not provided to SSRN, Royal Institute of Technology (KTH), Royal Institute of Technology (KTH) and Pohang University of Science and Technology (POSTECH) - Department of Industrial and Management Engineering
Downloads 24 (1,459,862)

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Sector Coupling, Energy Community, Marginal Pricing, Linear Production Games, Algorithmic Cooperative Game Theory