Sensor deployment based on fuzzy graph considering heterogeneity and multiple-objectives to diagnose manufacturing system

► Sensor deployment model using quantitative fuzzy graph. ► Fuzzy AHP to handle the heterogeneous sensor information-fault. ► Lexicographical optimization and greedy search optimize the sensor deployment. ► Comprehensive case studies on continuous and discrete manufacturing. ► Improved diagnosis performance than signed directed graph based sensor deployment.