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Xin Liu

Beijing Institute of Technology

5 South Zhongguancun street

Center for Energy and Environmental Policy Researc

Beijing, 100081

China

SCHOLARLY PAPERS

6

DOWNLOADS

342

TOTAL CITATIONS

0

Scholarly Papers (6)

A Cross-Modal Prototypical Vision Transformer for Zero-Shot Bearing Fault Diagnosis Under Dynamic Conditions

Number of pages: 19 Posted: 11 Feb 2025
Beijing Institute of Technology, Beijing Institute of Technology, Beijing Institute of Technology, Beijing Institute of Technology and Beijing Institute of Technology
Downloads 62 (1,006,630)

Abstract:

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Bearing fault diagnosis, Vision Transformer, Prototypical network, zero-shot learning

A Cross-Modal Prototypical Vision Transformer for Zero-Shot Bearing Fault Diagnosis Under Dynamic Conditions

Number of pages: 19 Posted: 11 Feb 2025
Beijing Institute of Technology, Beijing Institute of Technology, Beijing Institute of Technology, Beijing Institute of Technology and Beijing Institute of Technology
Downloads 29 (1,385,838)

Abstract:

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Bearing fault diagnosis, Vision Transformer, Prototypical network, zero-shot learning

2.

Intelligent Color Scheme Generation for Web Interface Color Design Based on Knowledge - Data Fusion Method

Number of pages: 18 Posted: 17 Sep 2024
Beijing Institute of Technology, Beijing Institute of Technology, Beijing Institute of Technology, Beijing Institute of Technology, Beijing Institute of Technology and Beijing Institute of Technology
Downloads 78 (823,616)

Abstract:

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color scheme generation, conditional generative adversarial network, web interface design, knowledge - data fusion

3.

A Gcn-Based Adaptive Generative Adversarial Network Model for Short-Term Wind Speed Scenario Prediction

Number of pages: 24 Posted: 23 Oct 2023
Beijing Institute of Technology, Beijing Institute of Technology, Beijing Institute of Technology, Beijing Institute of Technology and Beijing Institute of Technology
Downloads 63 (970,490)

Abstract:

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scenario generation, Wind energy, generative adversarial networks, graph neural networks.

4.

A Human-in-The-Loop Conceptual Design Framework Jointly Driven by Large Language Models and Knowledge Graphs

Number of pages: 28 Posted: 09 Jul 2025
Beijing Institute of Technology, Beijing Institute of Technology, Beijing Institute of Technology, Beijing Institute of Technology and Beijing Institute of Technology
Downloads 61 (1,041,696)

Abstract:

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conceptual design, domain knowledge graphs, large language models, expert supervision.

5.

A Novel Spatiotemporal Feature Fusion-Based Gan Framework for Scada Data Imputation Of Wind Turbines

Number of pages: 21 Posted: 25 Jun 2025
Beijing Institute of Technology, Beijing Institute of Technology, Beijing Institute of Technology, Beijing Institute of Technology and affiliation not provided to SSRN
Downloads 40 (1,196,171)

Abstract:

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missing data imputation, generative adversarial networks, wind turbine, SCADA data

6.

Heterogeneity-aware Closed-loop Distributional Evolution Modeling for Adaptive Probabilistic Wind Speed Forecasting

Number of pages: 28 Posted: 09 Jun 2026
Beijing Institute of Technology, Beijing Institute of Technology, City University of Hong Kong (CityU) - School of Data Science, Beijing Institute of Technology, Beijing Institute of Technology and Beijing Institute of Technology
Downloads 9

Abstract:

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wind speed, probabilistic forecasting, adaptive forecasting, distributional heterogeneity, reinforcement learning.