In manufacturing workshops across Southeast Asia, manual acoustic inspection has long been the standard method to identify defective motors, compressors and automotive components. Relying on experienced inspectors to distinguish tiny abnormal noises brings persistent operational pain points: lengthy training cycles for new staff, high risks of occupational hearing damage from long-term exposure to loud noise, inconsistent judgment caused by human fatigue, and unrecorded inspection data that cannot support quality traceability. Missed abnormal sound defects will further trigger after-sales claims and damage brand reputation for manufacturers.

Our AI abnormal sound detection system delivers a fully automated, objective alternative to manual listening inspection. Powered by proprietary machine hearing algorithms, the system captures unique acoustic fingerprints of running products, accurately filtering out background workshop noise to detect subtle abnormal sounds including bearing friction, electromagnetic whistling, loose component vibration and gear meshing flaws.

The whole solution integrates seamlessly with existing automated production lines, eliminating the need for large independent sound insulation booths. High-precision acoustic sensors collect real-time audio signals, while built-in software completes spectrum analysis, automatic OK/NG judgment and full data storage locally and on cloud servers. Every product’s acoustic inspection log is permanently archived for quality review and process optimization.

Widely applied in household appliance compressors, automotive water pumps, consumer electronic vibration motors, industrial gearboxes and fan motor production lines, our system drastically cuts false positive and false negative rates while doubling single-station inspection efficiency. It significantly reduces long-term labor, training and occupational health management costs for factories. Custom hardware and algorithm tuning are available to fit products of various sizes, with stable compatibility with mainstream MES production management systems.

As a professional industrial acoustic testing solution provider with complete independent intellectual property rights and international certification, we offer full-cycle local services covering on-site acoustic survey, prototype testing, customized system deployment, algorithm iteration and annual maintenance for manufacturers in Singapore, Malaysia, Thailand and other ASEAN countries. Manufacturing enterprises seeking digital upgrade of acoustic quality control can contact our sales team for on-site sample testing and tailored quotations.

Contact: Sales@shturl. | Singapore Office Address: XX Ubi Road, Singapore Certifications: ISO9001, CE, RoHS