Product Specification

Industrial Robot Automation ER170B-2650 Application Of Ai In Robotics

The Estun ER170B-2650 industrial robot, with its 170 kg payload and 2650 mm arm span, is a powerhouse in material handling, logistics, and manufacturing. By integrating artificial intelligence (AI), this robot transcends traditional automation, delivering unmatched precision, adaptability, and efficiency.

1. AI-Powered Vision Systems for Precision Handling

AI vision systems transform the ER170B-2650 into a "smart" robot capable of real-time decision-making:

• Defect Detection: Equipped with high-resolution cameras and edge computing, the robot identifies micron-level defects in automotive parts or electronics, achieving 99% accuracy in quality control 

• Dynamic Object Recognition: In logistics, AI algorithms enable the robot to distinguish between irregularly shaped items (e.g., boxes, bags) and adjust grip force using tactile sensors, reducing product damage by 30% 

• Adaptive Lighting Compensation: AI compensates for challenging lighting conditions in welding or machining environments, ensuring consistent performance 

Application Example: In automotive assembly, the ER170B-2650 uses AI vision to align windshields with ±0.1 mm precision, minimizing rework costs 

2. Predictive Maintenance for Enhanced Reliability

AI analytics optimize the ER170B-2650’s operational lifespan and reduce downtime:

• Sensor Data Integration: Encoders and torque sensors feed real-time data into AI models, predicting wear on critical components like harmonic drives or servo motors 

• Anomaly Detection: Machine learning identifies irregular vibration patterns or temperature spikes, triggering preemptive maintenance alerts and reducing unplanned downtime by 40% 

• Energy Efficiency: AI adjusts motion trajectories and power consumption based on workload, cutting energy costs by 25% 

3. Adaptive Path Planning and Collision Avoidance

AI enables the ER170B-2650 to navigate complex environments autonomously:

• Real-Time Obstacle Mapping: LiDAR and 3D vision systems create dynamic maps, allowing the robot to reroute around unexpected obstacles in warehouses 

• Collaborative Workflows: With force-torque sensors, the robot safely interacts with human workers, adjusting speed and torque in shared workspaces 

• Multi-Robot Coordination: AI orchestrates fleet movements, optimizing task allocation in large-scale palletizing systems to achieve 2,000+ cycles/hour 

4. AI-Driven Process Optimization

• Generative AI for Programming: Tools like Siemens Industrial Copilot automate KRL code generation, reducing ER170B-2650’s setup time by 50% 

• Self-Learning Algorithms: The robot refines welding or assembly sequences through reinforcement learning, improving cycle times by 15% in high-mix production 

• Digital Twin Integration: Virtual replicas simulate production scenarios, enabling predictive adjustments to minimize errors 

5. Industry-Specific AI Applications

1. Automotive Manufacturing

   • Smart Welding: AI optimizes arc welding parameters (voltage, speed) for varying metal thicknesses, ensuring consistent weld quality 

   • Paint Shop Automation: Vision-guided robots apply coatings evenly, reducing overspray by 20% 

2. Electronics Assembly

   • PCB Handling: AI detects misaligned components and corrects placement in real time, achieving 0.04 mm repeatability 

3. Logistics and Warehousing

   • Mixed-SKU Palletizing: AI classifies items by size/weight, optimizing stack patterns to maximize trailer load efficiency 

Advantage:

Place of origin: China

Brand Name: ESTUN

Model Number: ER170B-2650

FAQ:

*Q:Why are we?

A:Our company works robot industry over fifteen years. Programming robot inclusive KUKA ,ABB,YASKAWA,FANUC,ESTUN(Chinese ROBOT ),EFORT(Chinese robot). the business involved simulation,programming,service after warranty period.

*Q:How about our service concept?

A:We keep on phone open all day. Stand in customer view to provide rationalization solution and robot selection.

*Q:What products can we offer?

A:robot, energy supply for robot, linear for robot. Training for robot. Gripper for handling.

*Q:Why you purchase from us?

A:You don’t worry about after-sales problem to cooperation with us.

About us

Companies in the "customer first, quality first, the user first" purpose, we will as always Warm and sincere service for all users, friends and customers, create brilliant tomorrow. Our main customers are Baosteel, INO,Volkswagen,Geely and so on. Over fifteen years experience in the robot industry. Our engineers can design solution,simulation,program and troubleshooting. So if you have any issue of robot. Call us any time. We will try our best to solve the problem. The other advantage is after-sales service,we have robot spare parts in stockroom. We can response promptly to help you resolve robot fault. We also have robot training. The course include programming, electric, mechanic and expert programming. So welcome to join our college.