Based on multi-source data integration, the solution deeply aggregates data from all links, including production management, pipeline operation and maintenance, and pump station operations. It builds a data foundation characterized by “comprehensive perception–interconnection–deep integration.” By combining big data analytics, artificial intelligence, IoT, and GIS technologies, it performs multi-dimensional data mining and dynamic modeling, achieving real-time monitoring, trend prediction, and intelligent analysis of pipeline and pump station operating conditions, thereby providing scientific support for management decision-making.