Open access
Aug 2026
Heating Load Forecasting Using Multi-Scale Trend-Aware Features and a PSO-Optimized CNN-BiLSTM-Attention Model
Results indicate that trend-enhanced features and PSO improve forecasting performance and can support heating system operation scheduling.
Wei-Wei Li, Xin Yang, Kang Niu et al.
· Applied Sciences · 0 citations