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Jin Yang

University of Glasgow

Adam Smith Business School

Glasgow, G12 8LE

United Kingdom

SCHOLARLY PAPERS

9

DOWNLOADS

420

TOTAL CITATIONS

1

Scholarly Papers (9)

1.

Deep Learning-Enhanced Model Predictive Control of Wind Turbine for Constant Power Tracking and Tower Fore-Aft Damping

Number of pages: 47 Posted: 23 Nov 2023
University of Glasgow, University of Glasgow and Technical University of Denmark
Downloads 96 (720,278)

Abstract:

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model predictive control, deep learning model, aerodynamic forecasting, wind turbine control, fore-aft compensation

2.

A Privacy-Preserving Temporal-Spatial Framework of Optimal Llm Workload Management for Data Center Demand Response

Number of pages: 39 Posted: 19 Jul 2025 Last Revised: 03 Sep 2025
University of Glasgow, China Agricultural University, Tianjin University, University of Glasgow, University of Glasgow and University of Glasgow
Downloads 83 (816,709)

Abstract:

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Data center, Large Language Model, temporal and spatial flexibility, power system operation, privacy preservation, transmission congestion

3.

Model Predictive Control of Generator, Pitch, Shaft Rotation, and Tower Damping Based on Deep-Learning Online Wind Power Strategy

Number of pages: 87 Posted: 26 Feb 2024
University of Glasgow, University of Glasgow and Technical University of Denmark
Downloads 71 (891,180)

Abstract:

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model predictive control, deep learning model, aerodynamics forecasting, wind turbine control, online power strategy

4.

Quantifying the Regional Carbon Impact of AI Inference Workloads: A Grid-Aware NeuroPhysical Network Approach

Number of pages: 40 Posted: 21 Jan 2026 Last Revised: 24 Jun 2026
University of Glasgow, University of Glasgow, Tianjin University, University of Glasgow and University of Glasgow
Downloads 39 (1,345,526)

Abstract:

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generative AI, data centers, carbon emissions, neural-physical networks

5.

Power Flow Traceable P2P Electricity Market Segmentation and Pricing

Number of pages: 30 Posted: 27 Mar 2023
University of Glasgow, University of Glasgow, University of Las Palmas de Gran Canaria, Cardiff University, University of Glasgow, Scottish Power Energy Networks and Enzen Global Solutions UK
Downloads 36 (1,236,159)

Abstract:

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distribution networks, distributed energy resources, dynamic power flow tracing, loss allocation, P2P electricity market

6.

Characterizing Ramp Events in Floating Offshore Wind Power Through a Fully Coupled Electrical-Mechanical Mathematical Model

Number of pages: 23 Posted: 29 Sep 2023
Lingte Chen, Jin Yang and Chengwei Lou
University of Glasgow, University of Glasgow and University of Glasgow
Downloads 35 (1,263,436)
Citation 1

Abstract:

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Floating offshore wind turbine, Wind energy conversion system, Wind power ramp event, Power quality

7.

Data-Driven Control of Wind Turbine Under Online Power Strategy Via Deep Learning and Reinforcement Learning

Number of pages: 38 Posted: 23 Apr 2024
University of Glasgow, University of Glasgow and Technical University of Denmark
Downloads 32 (1,304,549)

Abstract:

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model predictive control, deep learning, reinforcement learning, wind turbine control

8.

A Generative AI-Enhanced Hybrid Framework for Reliable Long-Term Photovoltaic Power Forecasting

Number of pages: 46 Posted: 03 Mar 2026
YUE QI, Chengwei Lou and Jin Yang
affiliation not provided to SSRN, University of Glasgow and University of Glasgow
Downloads 18 (1,518,554)

Abstract:

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Long-term PV power forecasting, Generative meteorology, Hybrid model, Expert System, Intelligent optimisation

9.

Generative Models for Control of Complex Systems:A Case Study on Consumption Pattern Optimization in Energy Networks

Number of pages: 19 Posted: 24 Feb 2026
University of Salento, University of Glasgow, University of Glasgow, University of Glasgow and University of Salento
Downloads 10 (1,548,648)

Abstract:

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Variational Autoencoder (VAE), Generative Models, Complex Systems Control, Energy Networks, Gas Distribution Systems, Neural Network Classifier