Changning Ltd. / Technology
Sense. Control. Optimise.
Three connected layers bring together industrial perception, equipment control and production-wide planning and optimisation.
Intelligent sensing & industrial perception
Helping machines understand their surroundings.
We combine AI vision and industrial sensors to identify objects, measure geometry and monitor process conditions.
Sensor data becomes clear, usable information, providing the foundation for equipment control and production optimisation.
- Multi-sensor perception
- Geometric measurement
- Operational awareness
Equipment automation & closed-loop control
Turning process requirements into reliable action.
We integrate PLCs, motion controllers and robots to turn sensing data and process requirements into coordinated equipment actions.
Closed-loop feedback adjusts operation against target values, supporting repeatable execution and reporting equipment status to production planning systems.
- Coordinated execution
- Feedback-based adjustment
- Repeatable operation
Production planning & intelligent optimisation
Production planning / Conceptual overview
goals
knowledge
constraints
Coordinating production. Improving overall performance.
We use production data, process knowledge and operating constraints to schedule tasks, allocate resources and coordinate production.
Digital twins and large AI models support planning. Approved targets guide equipment control, while production feedback informs further optimisation.
- Constraint-aware planning
- Cross-equipment coordination
- Production-wide optimisation