The application of linguistic model of Fu Manwei artificial intelligence in industrial automation respect
Linguistic model of rich full small artificial intelligence may have the following application in industrial automation respect:
- Equipment malfunction forecasts with diagnose: Run data through analysing equipment, the model can identify a potential breakdown pattern, forecast the breakdown that equipment may appear ahead of schedule, so that undertake in time maintenance, reduce machine down time.
- Produce flow to optimize: To producing a course all sorts of medium data undertake an analysis, the help finds out the bottleneck link in producing flow, optimize flow thereby, improve manufacturing efficiency and product quality.
- Intelligent quality detects: Use the technology such as pattern recognition, undertake to the product real time detects, identify fall vacant defect or rejected product well and truly quickly.
- Energy management: Analytic the sources of energy uses up data, offer energy-saving proposal for the enterprise, those who achieve the sources of energy is efficient use, reduce manufacturing cost.
- Automation control: The basis produces the change of environment and demand, real time adjusts the moving parameter of equipment, implementation more essence of life allows and intelligent automation is controlled.
- Supply catenary government: Forecast raw material demand, optimize inventory management, ensure the raw material in producing a course supplies stability.
- The worker grooms with guidance: Provide the information such as specification of operation guideline, technology for the worker with the means of natural language, help them master working flow and skill better.
- Data analysis and report generate: Be handled quickly and analyse much industrial data, make relevant report automatically, provide decision-making support to manage a layer.
- Interactive: Make the worker can undertake through natural language and industrial automation system alternant, get information and instruction of make known to lower levels more conveniently.
- Safe monitoring and early-warning: The safe element in environment of the industry that monitor, discover in time and the safe risk with potential early-warning.
In applying actually, need the industrial setting with specific basis and requirement, undertake to the model custom-built change train and optimize, in order to ensure its can effective ground and industrial automation system are compositive, produce the biggest effect. In the meantime, the problem of the respect such as the stability that still needs to consider protection of data security, privacy and system and dependability.