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Young Jin Kim

Pohang University of Science and Technology (POSTECH)

SCHOLARLY PAPERS

4

DOWNLOADS

234

TOTAL CITATIONS

0

Scholarly Papers (4)

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1.

Modeling and Control of Aggregated Energy Flexibility in Multi-Zone Hvac Systems

Downloads 108 (659,652)

Modeling and Control of Aggregated Energy Flexibility in Multi-Zone Hvac Systems

Number of pages: 25 Posted: 13 Jun 2025
Young Jin Kim and Seungjun Hahm
Pohang University of Science and Technology (POSTECH) and affiliation not provided to SSRN
Downloads 70 (887,392)

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Load aggregation, multi-zone, HVAC, virtual battery, virtual energy storage system, Demand Response

Modeling and Control of Aggregated Energy Flexibility in Multi-Zone Hvac Systems

Number of pages: 27 Posted: 18 Aug 2025
Young Jin Kim and Seungjun Hahm
Pohang University of Science and Technology (POSTECH) and affiliation not provided to SSRN
Downloads 38 (1,267,060)

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Load aggregation, multi-zone, HVAC, virtual battery, virtual energy storage system, demand response.

2.

State-of-Charge Estimation of Batteries Using Parameterized Physics-Informed Neural Networks

Downloads 55 (1,074,648)

State-of-Charge Estimation of Batteries Using Parameterized Physics-Informed Neural Networks

Number of pages: 26 Posted: 08 Jan 2026
Yu Seok Jang, Young Jin Kim and Jonghoon Kim
affiliation not provided to SSRN, Pohang University of Science and Technology (POSTECH) and Chungnam National University
Downloads 43 (1,224,220)

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State-of-Charge (SOC), Battery Management System (BMS), Parameterized Physics-Informed Neural Networks (PPINN), Long Short-Term Memory (LSTM)

State-of-Charge Estimation of Batteries Using Parameterized Physics-Informed Neural Networks

Number of pages: 28 Posted: 10 Feb 2026
Yu Seok Jang, Young Jin Kim and Jonghoon Kim
affiliation not provided to SSRN, Pohang University of Science and Technology (POSTECH) and Chungnam National University
Downloads 12 (1,606,395)

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State-of-charge (SOC), Battery Management System (BMS), Parameterized Physics-Informed Neural Networks (PPINN), Long Short-Term Memory (LSTM)

3.

Experimental Studies on Data-Driven Optimal Control of Fuel Cells for Frequency Regulation

Downloads 53 (1,052,702)

Experimental Studies on Data-Driven Optimal Control of Fuel Cells for Frequency Regulation

Number of pages: 23 Posted: 11 Feb 2025
Gi-Ho Lee and Young Jin Kim
affiliation not provided to SSRN and Pohang University of Science and Technology (POSTECH)
Downloads 37 (1,267,060)

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Data-driven model, fuel cell, frequency regulation, microgrid, model predictive control

Experimental Studies on Data-Driven Optimal Control of Fuel Cells for Frequency Regulation

Number of pages: 23 Posted: 11 Feb 2025
Gi-Ho Lee and Young Jin Kim
affiliation not provided to SSRN and Pohang University of Science and Technology (POSTECH)
Downloads 16 (1,559,710)

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Data-driven model, fuel cell, frequency regulation, microgrid, model predictive control

4.

Experimental Studies on Data-driven Optimal Control of Electrolyzers for Frequency Regulation

Downloads 18 (1,481,165)

Experimental Studies on Data-driven Optimal Control of Electrolyzers for Frequency Regulation

Number of pages: 23 Posted: 27 Mar 2026
Gi-Ho Lee and Young Jin Kim
affiliation not provided to SSRN and Pohang University of Science and Technology (POSTECH)
Downloads 11 (1,606,395)

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Electrolyzer, data-driven model, frequency regulation, microgrid, model predictive control.

Experimental Studies on Data-driven Optimal Control of Electrolyzers for Frequency Regulation

Number of pages: 23 Posted: 24 Mar 2026
Gi-Ho Lee and Young Jin Kim
affiliation not provided to SSRN and Pohang University of Science and Technology (POSTECH)
Downloads 7 (1,628,763)

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Electrolyzer, data-driven model, frequency regulation, microgrid, model predictive control.