1. Customization - deeper and broader

• Industry - specific customization: As different industries have unique production processes and requirements, non - standard automation is becoming more tailored to each sector. For example, in the semiconductor industry, where precision is crucial, non - standard automation equipment is designed to handle tiny components with extreme accuracy. In the food and beverage industry, equipment needs to meet strict hygiene standards while achieving high - speed production.

• Product - level customization: With the increasing demand for personalized products in the market, non - standard automation equipment can be customized according to product features. This includes customizing the shape, size, and functionality of the equipment to produce unique product designs.

2. Intelligence - integration of advanced technologies

• Artificial intelligence (AI) and machine learning (ML): AI and ML are being integrated into non - standard automation equipment. For instance, machine vision systems powered by AI can detect product defects with high precision. ML algorithms can optimize production processes by predicting equipment failures in advance, enabling preventive maintenance and reducing downtime.

• Internet of Things (IoT) connectivity: Non - standard automation devices are becoming IoT - enabled. This allows for real - time monitoring of equipment performance, collection of production data, and remote control. Manufacturers can analyze this data to improve production efficiency, adjust production schedules, and make data - driven decisions.

3. Modularization - enhanced flexibility

• Standardized modular design: Non - standard automation equipment is increasingly adopting a modular approach. Different functional modules, such as handling modules, processing modules, and control modules, can be easily combined or reconfigured. This not only speeds up the development process of new equipment but also enables manufacturers to adapt quickly to changes in production requirements.

• Reconfigurable manufacturing systems: Modularization enables the creation of reconfigurable manufacturing systems. These systems can be adjusted in real - time to produce different products or to respond to changes in production volume, enhancing the overall flexibility of the manufacturing process.

4. Human - machine collaboration - safer and more efficient

• Collaborative robots (Cobots): Cobots are playing an increasingly important role in non - standard automation. They can work alongside human operators, taking on repetitive or dangerous tasks while leveraging the dexterity and decision - making ability of humans. For example, in assembly lines, cobots can assist workers in handling heavy components, reducing physical stress and improving productivity.

• User - friendly interfaces: To facilitate human - machine interaction, non - standard automation equipment is equipped with more intuitive and user - friendly interfaces. Operators can easily monitor equipment status, adjust parameters, and program new tasks without extensive training.

5. Green and sustainable development

• Energy - efficient design: There is a growing trend towards designing non - standard automation equipment with energy - saving features. This includes using high - efficiency motors, optimizing power consumption during different production phases, and implementing energy - management systems.

• Environmentally friendly materials and processes: The industry is also focusing on using environmentally friendly materials in equipment manufacturing and ensuring that production processes have minimal environmental impact. For example, reducing the use of hazardous substances and promoting recyclability of components.