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Hnin Yee Aye

VSB - Technical University of Ostrava - Faculty of Electrical Engineering and Computer Science

Researcher

SCHOLARLY PAPERS

6

DOWNLOADS

210

TOTAL CITATIONS

1

Scholarly Papers (6)

1.

Optimizing Solar PV Tilt Angles and Energy Yield Across Global Climate Zones: A Hybrid Machine Learning and PVLib Approach

Renewable Energy, volume 260, 2026[10.1016/j.renene.2025.125163]
Number of pages: 13 Posted: 16 Nov 2025 Last Revised: 17 Feb 2026
VSB - Technical University of Ostrava, VSB - Technical University of Ostrava - Faculty of Electrical Engineering and Computer Science, Technical University Of Crete, VSB - Technical University of Ostrava and VSB - Technical University of Ostrava - Faculty of Electrical Engineering and Computer Science
Downloads 71
Citation 1

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Photovoltaic Systems, Optimal Tilt Angle, Machine Learning, Solar Energy Forecasting, PVLib Simulation, Climate Zone Analysis

2.

How Renewable Energy Mix Shapes Day-Ahead Price Predictability: A Comparative Analysis of Solar, Wind, and Biomass in Czechia

Number of pages: 29 Posted: 19 Dec 2025
VSB - Technical University of Ostrava - Faculty of Electrical Engineering and Computer Science, Technical University Of Crete, VSB - Technical University of Ostrava - Faculty of Electrical Engineering and Computer Science, VSB - Technical University of Ostrava and VSB - Technical University of Ostrava
Downloads 46

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day-ahead electricity prices, renewable energy penetration, solar and biomass generation, machine learning forecasting, SHAP explainability analysis, Czech electricity market

3.

Decentralized Solar PV Systems for Energy Resilience: Lessons from Myanmar’s Post-2021 Political Turmoil

Number of pages: 28 Posted: 18 Feb 2026 Last Revised: 10 Mar 2026
VSB - Technical University of Ostrava, VSB - Technical University of Ostrava - Faculty of Electrical Engineering and Computer Science, Technical University Of Crete, VSB - Technical University of Ostrava - Faculty of Electrical Engineering and Computer Science and VSB - Technical University of Ostrava
Downloads 39

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Decentralized Solar PV, Energy Resilience, Political Instability, Myanmar Energy Sector, Renewable Energy Transition

4.

Mechanistic Machine Learning for Biomass Pyrolysis: Integrating Lignocellulosic Structure, Thermal Severity, and Multi-Objective Optimization for Organic Bio-Oil Yield

Number of pages: 36 Posted: 19 Jan 2026
VSB - Technical University of Ostrava - Faculty of Electrical Engineering and Computer Science, University of Naples Federico II, VSB - Technical University of Ostrava - Faculty of Electrical Engineering and Computer Science, VSB - Technical University of Ostrava and VSB - Technical University of Ostrava
Downloads 26

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Biomass fast pyrolysis, Organic bio-oil yield, Machine learning, Explainable artificial intelligence, Multi-objective optimization, Bayesian optimization

5.

Unsupervised Learning-Based Operational Regime Discovery and Weather Sensitivity Analysis of a Residential Photovoltaic Battery System for Energy Management

Number of pages: 23 Posted: 28 Mar 2026
VSB - Technical University of Ostrava - Faculty of Electrical Engineering and Computer Science, VSB - Technical University of Ostrava - Faculty of Electrical Engineering and Computer Science, VSB - Technical University of Ostrava, Technical University Of Crete and VSB - Technical University of Ostrava
Downloads 19

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Photovoltaic systems, Unsupervised learning, Clustering algorithms, Load profiling, Feature engineering, Renewable Energy Integration

6.

Self-Supervised Market-State Embeddings for Demand-Response Window Design: Evidence from Czech Republic, Greece, Poland and Germany Electricity Markets

Number of pages: 64 Posted: 19 May 2026
VSB - Technical University of Ostrava, Technical University Of Crete, VSB - Technical University of Ostrava - Faculty of Electrical Engineering and Computer Science, VSB - Technical University of Ostrava - Faculty of Electrical Engineering and Computer Science and VSB - Technical University of Ostrava
Downloads 9

Abstract:

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Demand Response, Self-Supervised Learning, Market-State Embeddings, Conformal Prediction, Electricity Markets, Renewable Energy Integration