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This issue of the journal aims to bring together researchers and industrial practitioners to share their research findings and ideas related to fault diagnosis using artificial intelligence and signal processing. Manuscripts should be submitted online and accepted papers will be published continuously in the journal. Research articles, review articles, and short communications are invited.