“…This angle provides the best balance between energy production and cost-effectiveness, helping to maximize solar energy generation in Gansu Province. The findings contribute valuable insights for solar panel installation and positioning, aiding in the design and implementation of efficient solar energy systems in the area [5]. The research by Ullah, A., Imran, H., Maqsood, Z., and Butt, N. Z.…”