Process Big-data Analysis System Solutions are specifically designed for purification and refinery plants with complex processes. It deeply integrates big data, neural network algorithms, and artificial intelligence technology, achieving precise optimization of process parameters, real-time alerts for equipment operation, effective management of energy conservation and consumption reduction, multi-dimensional comparative analysis, and scientific decision support. It comprehensively assists enterprises in achieving efficient and stable production and operation.