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In chemical processes, determining the root causes of faults and disturbances is important for improving process safety and economic profit. Recently proposed convergent cross-mapping (CCM) is suitable for both linear and nonlinear systems. However, it cannot be directly applied to chemical processes. This is because chemical processes possess characteristics, such as nonlinearity, high dimensions,...
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