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An End-to-End AIoT Maintenance Framework for Fighting Pumps Failure Monitoring Based on Metaheuristic Improved Particle Swarm Algorithm and Combining BiGRU-CNN Models

Crossref DOI link: https://doi.org/10.1007/s13369-025-10838-y

Published Online: 2025-11-06

Published Print: 2026-03

Update policy: https://doi.org/10.1007/springer_crossmark_policy

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