Nonlinear process modeling via unidimensional convolutional neural networks with self-attention on global and local inter-variable structures and its application to process monitoring
Shipeng Li, Jiaxiang Luo, Yueming Hu
Topics & Concepts
Convolutional neural networkProcess (computing)Nonlinear systemComputer scienceFault detection and isolationRepresentation (politics)Artificial intelligenceVariable (mathematics)Machine learningData miningMathematicsMathematical analysisPolitical sciencePhysicsActuatorLawOperating systemQuantum mechanicsPoliticsFault Detection and Control SystemsMineral Processing and GrindingIndustrial Vision Systems and Defect Detection