Focus on improving energy efficiency in energy-intensive industrial buildings, particularly those located in rural regions. Consider building type and usage patterns as key factors for optimization strategies, as floor area and occupancy rate show weak correlations with energy consumption. Further investigate operational efficiency, equipment upgrades, and energy management strategies to implement effective energy-saving measures.