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ChinaEnergy and utilities2020 – ongoing

State Grid Corporation of China

Shaoxing converter-station AI inspection

State Grid reported cutting Shaoxing station inspections from 2 hours to 30 minutes

WorkingCompany's own claim

Problem

Shaoxing converter station contained equipment in hazardous and confined spaces. A complete manual inspection required 2 workers for 2 hours and left some locations difficult to inspect.

Approach

The station entered State Grid's digital converter-station pilot in late 2020. Zhejiang State Grid and Huawei developed an inspection system using drones and ground robots. AI screened visible-light and infrared images, leaving staff to review suspected defects.

Results

30 minutescomplete inspection time, previously 2 hours, according to State GridCompany's own claim[1]
>95%station inspection points covered, according to State GridCompany's own claim[1]
98%defect-recognition accuracy, according to State GridCompany's own claim[1]

Takeaway

Staff retained responsibility for reviewing warnings while machines extended inspection coverage into difficult locations. The reported recognition accuracy did not specify a test sample.

Categories

Business function
Production and quality
Innovation type
Process innovation
Evidence
Company's own claim

Sources

Source summaries

[1]Xinhua24 Jul 2026

Xinhua visited Shaoxing converter station and interviewed State Grid and Huawei representatives. State Grid reported inspection coverage above 95%, a 30-minute inspection cycle and 98% defect-recognition accuracy.

Full details are in the original sources.

Added 1 Nov 2026 · Updated 1 Nov 2026
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