Tianhao Liu

Guangxi University

East Daxue Road #100

Nanning, 530004

China

  • Guangxi University

SCHOLARLY PAPERS

7

DOWNLOADS

245

TOTAL CITATIONS

0

Scholarly Papers (7)

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1.

Wind Power Curve Model Combining Smoothed Spline with First-Order Moments and Density-Adjusted Wind Speed Strategy

Number of pages: 33 Posted: 12 Aug 2024
Zhang Dongdong, Kunye Lv, Fengjie Chen, Hui Hwang Goh, Tonni Agustiono Kurniawan, Ruifeng Hu, Meihui Jiang and Tianhao Liu
Guangxi University - School of Electrical Engineering, Guangxi University, Guangxi University, Guangxi University - School of Electrical Engineering, Xiamen University - College of the Environment and Ecology, Guangxi University, Guangxi University and Guangxi University
Downloads 115 (522,814)

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Wind power curves, Density-adjusted wind speed, Meteorological factors, First-order moments, Smooth Spline

2.

Two-Layer Decomposition-Fused Hybrid Deep Learning Enables Data-Driven Electricity Demand Forecasting for Battery Swapping Station

Downloads 50 (850,998)

Two-Layer Decomposition-Fused Hybrid Deep Learning Enables Data-Driven Electricity Demand Forecasting for Battery Swapping Station

Number of pages: 16 Posted: 25 Feb 2025
Pengcheng Du, Baian Chen, Bowen Yang, Meihui Jiang, Hongyu Zhu, Yu Du, Fannie Kong, Tianhao Liu, Chao Huang, Haisen Zhao, Hui Hwang Goh and Dongdong Zhang
Guangxi University, affiliation not provided to SSRN, Guangxi University, Guangxi University, Guangxi University, Linyi University, Guangxi University, Guangxi University, University of Science and Technology Beijing, North China Electric Power University, Guangxi University - School of Electrical Engineering and Guangxi University
Downloads 33 (1,036,109)

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Electricity demand preditionBattery swapping staionHybrid deep learning modelData-driven frameworkDifferent time scales-prediction

Two-Layer Decomposition-Fused Hybrid Deep Learning Enables Data-Driven Electricity Demand Forecasting for Battery Swapping Station

Number of pages: 16 Posted: 29 Apr 2025
Pengcheng Du, Baian Chen, Bowen Yang, Meihui Jiang, Hongyu Zhu, Yu Du, Fannie Kong, Tianhao Liu, Chao Huang, Haisen Zhao, Hui Hwang Goh and Dongdong Zhang
Guangxi University, affiliation not provided to SSRN, Guangxi University, Guangxi University, Guangxi University, Linyi University, Guangxi University, Guangxi University, University of Science and Technology Beijing, North China Electric Power University, affiliation not provided to SSRN and Inner Mongolia University of Technology
Downloads 12 (1,304,561)

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Electricity demand preditionBattery swapping staionHybrid deep learning modelData-driven frameworkDifferent time scales-prediction

Two-Layer Decomposition-Fused Hybrid Deep Learning Enables Data-Driven Electricity Demand Forecasting for Battery Swapping Station

Number of pages: 16 Posted: 09 May 2025
Pengcheng Du, Baian Chen, Bowen Yang, Meihui Jiang, Hongyu Zhu, Yu Du, Fannie Kong, Tianhao Liu, Chao Huang, Haisen Zhao, Hui Hwang Goh and Dongdong Zhang
Guangxi University, affiliation not provided to SSRN, Guangxi University, Guangxi University, Guangxi University, Linyi University, Guangxi University, Guangxi University, University of Science and Technology Beijing, North China Electric Power University, Guangxi University - School of Electrical Engineering and Inner Mongolia University of Technology
Downloads 5 (1,372,513)

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Electricity demand preditionBattery swapping staionHybrid deep learning modelData-driven frameworkDifferent time scales-prediction

3.

Optimization Scheduling of Mine Integrated Energy Systems with Combined Operation of Abandoned Mine Pumped Storage and Water Source Heat Pumps

Downloads 28 (1,065,057)

Optimization Scheduling of Mine Integrated Energy Systems with Combined Operation of Abandoned Mine Pumped Storage and Water Source Heat Pumps

Number of pages: 36 Posted: 18 Apr 2024
Xiang Li, Tongke Niu, Tonni Agustiono Kurniawan, Hongyu Zhu, Pengcheng Du, Hui Hwang Goh, Meihui Jiang, Tianhao Liu and Dongdong Zhang
Guangxi University, Guangxi University, Xiamen University - College of the Environment and Ecology, Guangxi University, Guangxi University, Guangxi University - School of Electrical Engineering, Guangxi University, Guangxi University and Guangxi University
Downloads 17 (1,239,702)

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Carbon capture systems, Energy Storage, Integrated energy system, carbon trading mechanism, Wind power consumption

Optimization Scheduling of Mine Integrated Energy Systems with Combined Operation of Abandoned Mine Pumped Storage and Water Source Heat Pumps

Number of pages: 36 Posted: 15 Apr 2024
Xiang Li, Tongke Niu, Tonni Agustiono Kurniawan, Hongyu Zhu, Pengcheng Du, Hui Hwang Goh, Meihui Jiang, Tianhao Liu and Dongdong Zhang
Guangxi University, Guangxi University, Xiamen University - College of the Environment and Ecology, Guangxi University, Guangxi University, Guangxi University - School of Electrical Engineering, Guangxi University, Guangxi University and Guangxi University
Downloads 11 (1,316,492)

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Carbon capture systems, Energy storage, Integrated Energy System, Carbon trading mechanism, wind power consumption

4.

Integrated Energy Systems Optimization: Enhancing Demand Response and Carbon Tax Strategies

Number of pages: 36 Posted: 13 Jan 2025
Dongdong Zhang, Jiaojiao Li, Pengcheng Du, Tonni Agustiono Kurniawan, Tianhao Liu, Hongyu Zhu, Meihui Jiang and Hui Hwang Goh
Guangxi University, Guangxi University, Guangxi University, Xiamen University - College of the Environment and Ecology, Guangxi University, Guangxi University, Guangxi University and Guangxi University - School of Electrical Engineering
Downloads 16 (1,211,543)

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integrated energy system, Carbon tax allocation, integrated demand response, Stackelberg game, Low-carbon complementary operation

5.

Energy Saving Optimization Control for Air-Conditioning System Considering Precision Motor Losses Characteristics and Thermal Comfort

Number of pages: 37 Posted: 04 Apr 2023
Chunjiao Li, Pengcheng Du, Hongyu Zhu, Hui Hwang Goh, Hui Liu, Tianhao Liu, Zheng Chen, Jie Wu, Thomas Wu and Zhang Dongdong
Guangxi University, Guangxi University, Guangxi University, Guangxi University - School of Electrical Engineering, Guangxi University, Guangxi University, Guangxi University, Guangxi University, Guangxi University and Guangxi University - School of Electrical Engineering
Downloads 15 (1,223,507)

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Inverter air-conditioners, energy conservation, System optimal control, Motor loss, Large public buildings, Power consumption

6.

Synergizing Regional Thermal Comfort: A Precision Demand Response Strategy for Ac Systems with Motor Losses and Power Flow Dynamics

Number of pages: 12 Posted: 07 Sep 2024
Pengcheng Du, Weichong Yang, Meihui Jiang, Hongyu Zhu, Fannie Kong, Tianhao Liu, Hui Hwang Goh and Dongdong Zhang
Guangxi University, affiliation not provided to SSRN, Guangxi University, Guangxi University, Guangxi University, Guangxi University, Guangxi University - School of Electrical Engineering and Guangxi University
Downloads 13 (1,246,774)

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Demand Response ControlPower Flow AnalysisPower Efficiency OptimizationAir Conditioning SystemRegional Thermal Comfort Division

7.

Optimization Scheduling of Mine Integrated Energy Systems with Combined Operation of Abandoned Mine Pumped Storage and Water Source Heat Pumps

Number of pages: 36 Posted: 11 Apr 2024
Xiang Li, Tongke Niu, Tonni Agustiono Kurniawan, Hongyu Zhu, Pengcheng Du, Hui Hwang Goh, Meihui Jiang, Tianhao Liu and Dongdong Zhang
Guangxi University, Guangxi University, Xiamen University - College of the Environment and Ecology, Guangxi University, Guangxi University, Guangxi University - School of Electrical Engineering, Guangxi University, Guangxi University and Guangxi University
Downloads 8 (1,295,874)

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Carbon capture systems, Energy storage, Integrated Energy System, Carbon trading mechanism, wind power consumption