Three-dimensional industrial point cloud showing a steel ladle and its surroundings

Machine vision · Robotics · Industrial AI

Industrial vision.
Intelligent action.

Bringing machine vision, robotics and AI together to automate the most demanding industrial environments.

CHANGNING LTD. / INDUSTRIAL VISION & AUTOMATION

About our technology

Engineering for the real world of industry.

Machine vision and industrial digitalisation solutions.

CN focuses on automating demanding operations in metallurgy and heavy industry. High temperatures, hazardous conditions and heavy dust make many roles dirty, dangerous and difficult — the traditional “3D” jobs.

By combining machine vision, industrial robotics and AI algorithms, the company develops practical automation solutions that reduce reliance on manual work, address harsh operating conditions and improve production stability.

Core technologies

From perception
to production.

Three connected capabilities, built around the realities of complex industrial processes.

01 / PERCEPTION

Intelligent sensing & industrial perception

We combine AI-powered vision with industrial sensors to identify objects, measure geometry and monitor operating conditions. By bringing multiple sources of data together, we provide a reliable picture of the industrial environment for equipment control and production optimisation.

AI vision · Sensor fusion · 3D measurement · Condition monitoring
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02 / CONTROL

Equipment automation & closed-loop control

We integrate PLCs, motion controllers and robotic systems to turn sensing data and process requirements into precise equipment actions. Real-time feedback enables continuous adjustment, supporting stable, accurate and repeatable operation across individual machines and automated work cells.

PLC integration · Motion control · Robotic automation · Closed-loop control
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03 / OPTIMISATION

Production planning & intelligent optimisation

We bring together production data, process knowledge and AI to coordinate equipment, schedule resources and optimise workflows across production lines. At this supervisory level, optimisation algorithms and large AI models can support planning and decision-making to improve throughput, resource utilisation and overall efficiency.

Production scheduling · Resource coordination · Process optimisation · AI-assisted planning
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Industries we serve

Built for demanding environments.

Steel and metallurgical industry01

Steel &
metallurgy

Non-ferrous metals smelting02

Non-ferrous
metals

Mining and mineral resources03

Mining &
mineral resources

Power generation and energy infrastructure04

Power &
energy

Industry Partners

  • Ansteel Group
  • Siemens
  • Dillinger

Academic & Research Partners

  • Royal Academy of Engineering
  • Imperial College London
  • University of Southampton
  • Technische Universität Berlin
  • Tsinghua University
  • Beihang University

Contact

A clearer view.
A more intelligent industry.