Introduction As the UK continues its transition towards cleaner energy sources, wind energy has emerged as a critical component in the country’s renewable energy strategy. With a commitment to reducing carbon emissions and achieving net-zero by 2050, wind energy’s role is more significant than ever. The relevance of this topic extends beyond environmental concerns, influencing