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Conference Sep 2026

Multidimensional perception data-driven alarm research and intelligent early-warning for power plant auxiliary equipment

Boiler auxiliary equipment — primary air fans, forced draft fans, induced draft fans and slurry circulating pumps — is critical to the safe and economic operation of large coal-fired generating units. Conventional Distributed Control Systems (DCS) only acquire low-rate process variables such as bearing temperature, vib...

Dao-Yu Ding, Ming-Sheng Lin, Yi-Ran Yin et al. · 0 citations
Conference Sep 2026

Multidimensional time-series perception data-driven fault feature extraction and recognition for power-plant auxiliary equipment

Auxiliary equipment such as primary air fans, forced/induced draft fans and slurry circulating pumps are critical to the safe and continuous operation of large coal-fired generating units, yet they suffer frequent bearing, blade and lubrication faults whose early signatures are weak and easily masked by industrial nois...

Sheng-Chang Lu, Yi-Hong Gu, You-Hang Yang et al. · 0 citations

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