Wind turbine transformer oil quality is monitored over time through regular testing of parameters such as moisture content, gas levels, dielectric strength, acidity, and particle contamination. Laboratory analysis and on-site testing equipment provide real-time data on oil health, allowing for timely interventions like filtration, degassing, or oil regeneration to maintain oil quality.