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xingdou liu

Shandong University

27 Shanda Nanlu

South Rd.

Jinan, SD 250100

China

SCHOLARLY PAPERS

8

DOWNLOADS

245

TOTAL CITATIONS

0

Scholarly Papers (8)

1.

An energy management strategy for hydrogen-powered electric vessels based on data- enabled predictive control model combined with probabilistic load forecasting

Number of pages: 27 Posted: 07 Oct 2025
Shandong University, Shandong University, Shandong University, Shandong University, Shandong University, affiliation not provided to SSRN and Northeastern University (USA)
Downloads 58 (989,921)

Abstract:

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Hydrogen powered electric vessels, Energy Management Strategy, Dynamic empirical model, Data-enabled predictive control, Real-time probabilistic load forecasting.

A Multi-Channel Spatiotemporal Segnet Model for Short Term Wind Power Prediction with Sequence Decomposition and Reconstruction

Number of pages: 28 Posted: 23 Apr 2025
Shandong University, Shandong University, Shandong University, affiliation not provided to SSRN, Shandong University and Hunan University
Downloads 20 (1,513,226)

Abstract:

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Multi-channel spatiotemporal SegNet, Spatiotemporal Joint Learning, Complementary ensemble empirical mode decomposi-tion, wind power prediction

A Multi-Channel Spatiotemporal Segnet Model for Short Term Wind Power Prediction with Sequence Decomposition and Reconstruction

Number of pages: 23 Posted: 23 Jan 2025
Shandong University, Shandong University, Shandong University, affiliation not provided to SSRN, Shandong University and Hunan University
Downloads 17 (1,537,408)

Abstract:

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Multi-channel spatiotemporal SegNet, Spatiotemporal Joint Learning, Complementary ensemble empirical mode decomposi-tion, Wind power prediction

A Multi-Channel Spatiotemporal Segnet Model for Short Term Wind Power Prediction with Sequence Decomposition and Reconstruction

Number of pages: 28 Posted: 17 May 2025
Shandong University, Shandong University, Shandong University, Shandong University, affiliation not provided to SSRN and Hunan University
Downloads 16 (1,548,841)

Abstract:

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Multi-channel spatiotemporal SegNet, Spatiotemporal Joint Learning, Complementary ensemble empirical mode decomposi-tion, Wind power prediction.

3.

Multi-source Fusion-based Cross-dimensional Temporal Feature-enhanced Photovoltaic Forecasting Model

Number of pages: 25 Posted: 27 Oct 2025
affiliation not provided to SSRN, Shandong University, Shandong University, Shandong University and affiliation not provided to SSRN
Downloads 36 (1,249,711)

Abstract:

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Photovoltaic power forecasting, TCN-Crossformer, Horned Lizard-Optimized Variational Mode Decomposition, Numerical weather prediction, Multi-source data fusion

4.

A two-stage hydrogen-powered ship energy management framework combined with dynamic empirical modeling for probabilistic load forecasting and model predictive control

Number of pages: 27 Posted: 21 Oct 2025
Shandong University, Shandong University, Shandong University, Shandong University, affiliation not provided to SSRN and Northeastern University (USA)
Downloads 33 (1,277,121)

Abstract:

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Hydrogen-powered ship energy management, probabilistic load forecasting, dynamic empirical modeling, two-stage model predictive control.

An BERT-DeePC energy management strategy for hydrogen-powered zero-carbon ships based on operating condition prediction and multi-hydrogen fuel cell stack life consistency

Number of pages: 30 Posted: 01 Apr 2026
Shandong University, Shandong University, Shandong University, Shandong University, Shandong University and Northeastern University (USA)
Downloads 15 (1,579,999)

Abstract:

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Hydrogen powered zero carbon ships, Operating condition prediction, Data-enabled predictive control, Energy management strategies, BERT model.

An BERT-DeePC energy management strategy for hydrogen-powered zero-carbon ships based on operating condition prediction and multi-hydrogen fuel cell stack life consistency

Number of pages: 30 Posted: 02 Apr 2026
Shandong University, Shandong University, Shandong University, Shandong University, Shandong University and Northeastern University (USA)
Downloads 14 (1,570,077)

Abstract:

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Hydrogen powered zero carbon ships, Operating condition prediction, Data-enabled predictive control, Energy management strategies, BERT model.

6.

A Unified Wind Power Prediction Framework Combined with Individual Wind Turbine Operation Status and Error Correction

Number of pages: 16 Posted: 28 Nov 2024
Shandong University, Shandong University, Shandong University, affiliation not provided to SSRN, Hunan University, Tashkent State Technical University and Tashkent State Technical University
Downloads 24 (1,424,331)

Abstract:

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Wind power prediction, Joint spatiotemporal learning, Deep neural networks, Numerical Weather Prediction

7.

Two-Stage Energy Management for Hydrogen-Powered Ships: Integrating Dynamic Empirical Probabilistic Load Forecasting and Model Predictive Control

Number of pages: 27 Posted: 28 Apr 2026
Shandong University, Shandong University, Shandong University, Shandong University and Shandong University
Downloads 7 (1,561,096)

Abstract:

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Hydrogen-powered ship energy management, probabilistic load forecasting, dynamic empirical modeling, two-stage model predictive control

8.

An BERT-DeePC hybrid energy management strategy for hydrogen-powered zero-carbon ships based on operating condition prediction and multi-hydrogen fuel cell stack life consistency

Number of pages: 30 Posted: 18 Jun 2026
Shandong University, Shandong University, Shandong University, Shandong University, Shandong University and Northeastern University (USA)
Downloads 5

Abstract:

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Hydrogen powered zero carbon ships, Operating condition prediction, Data-enabled predictive control, Energy management strategies, BERT model.