Data-Driven Performance Prediction and Operational Optimization of Water-Source Heat Pump Systems in the Hot Summer and Cold Winter Zone of China

This dataset contains field-measured operational data of the water-source heat pump system, supporting the manuscript entitled "Data-Driven Performance Prediction and Operational Optimization of Water-Source Heat Pump Systems in the Hot Summer and Cold Winter Zone of China" submitted to Buildings. The dataset includes time-series monitoring parameters such as water temperature, flow rate, power consumption and heat supply capacity for model training and operational optimization analysis.