import wit
from phd_researchers import mvmalyi
from github.profiles import bio
bio.introduction(mvmalyi)
Welcome to my GitHub profile! I'm a PhD Candidate at the University of Edinburgh, where my research is at the intersection of data science, reliability engineering, and control optimisation. My goal is to contribute to the development of intelligent, health-aware control strategies that make wind turbines more reliable, sustainable, and cost-effective.
My primary research objective is to create and validate data-driven control strategies that mitigate component fatigue and extend the operational lifetime of wind turbines, with a particular focus on their electrical subsystems.
research_interests --show
> Wind Turbine Reliability & Lifetime Extension
> HealthAware & Multi-Objective Control
> SCADA & Maintenance Data Analysis
> Predictive Maintenance & Anomaly Detection
> Machine Learning & LLMs
- Malyi, M., Shek, J., & Biscaya, A. (2025). Exploratory Semantic Reliability Analysis of Wind Turbine Maintenance Logs using Large Language Models.
Preprint: arXiv:2509.22366.
Related GitHub repo: llm-semantic-maintenance-logs-analysis - Malyi, M., Shek, J., McDonald, A., & Biscaya, A. (2025). A Comparative Benchmark of Large Language Models for Labelling Wind Turbine Maintenance Logs.
Preprint: arXiv:2509.06813.
Related GitHub repo: wind-farm-maintenance-logs-labelling-with-llms
- Wind Turbine Reliability Analysis Combining Operational Data from Multiple Farms