Metric | Description | Example Values / Notes |
Robotic Tending Efficiency | Efficiency of robotic machine tending compared to manual tending | Robotic: ~90%, Manual: 40%-60% |
Overall Equipment Effectiveness (OEE) | Composite metric combining availability, performance, and quality to evaluate production efficiency | OEE = Availability × Performance × Quality |
Availability | Ratio of actual working time without failures to scheduled time | (Available work time - failure time) / scheduled time |
Performance | Ratio of ideal cycle time to real cycle time or real products to ideal products | Ideal cycle time / Real cycle time |
Quality | Ratio of good quality products to total products | Number of good products / Total products |
Year | Force Sensing Accuracy (%) |
2010 | 10 |
2015 | 20 |
2020 | 50 |
2022 | 80 |
Benchmark Metric | Description | Importance in Robotics Control Systems |
Latency | Time delay between input and output | Critical for real-time control and fast reaction |
Response Time | Time taken to respond to a stimulus | Essential for quick adjustments |
Throughput | Data processed per time frame | Important for handling large sensor data |
Processing Capacity | Computational resources available | Supports complex calculations |
Accuracy | Output matches desired result | Vital for precise control |
Precision | Consistency of output | Ensures repeatability and reliability |
Parameter | Details / Values |
Material studied | AISI 4130 steel (Chrome-moly) |
Tensile Strength | 731 MPa |
Yield Strength | 460 MPa |
Bending Strength | 477 Nm |
Bending Stiffness | 4258 Nm² |
Application | Roll cage and tubular space frame chassis design |
Performance Metric | Wired Communication | Wireless Communication |
Speed | 100–1000 Mbps | 50–600 Mbps |
Stability (Variation) | 5% | 20% |
Latency | 1–5 ms | 10–30 ms |
Interference | Minimal | Prone to interference |
Security | Higher (less susceptible) | Lower (more vulnerable) |
Research Focus | Key Findings | Impact on Robotics |
Active antenna tracking | Boosts wireless range and quality | Useful for rescue and surveillance robots |
Mesh networks | Robots reduce hop counts | Increases network speed and coverage |
Smart control switching | Local control during signal loss | Keeps robots stable and safe |
Sector/Region | Statistic Description | Percentage/Value |
Manufacturing | Increase in robotic arms equipped with specialized end effectors | 20% increase (McKinsey 2023) |
Healthcare | Annual increase in surgical robots using advanced end effectors | 18% increase (WHO 2023) |
Asia-Pacific Region | Annual growth in robotics adoption including end effectors | 20% growth (APEC 2023) |
Japan | Increase in robotic system installations including end effectors | 25% increase (JARA 2023) |
Global Market Size | Robot end effector market value in 2024 | USD 2.4 billion |
Market Projection | Expected market value by 2031 with CAGR | USD 8.39 billion, CAGR 16.95% |
Robotics Component | Accuracy | Repeatability | Speed | Payload Capacity | Thermal Compensation | Task-Specific Performance | Measurement Methods | Statistical Reliability |
Sensors | High (detects small changes) | Very high | Fast response | N/A | Stable in most conditions | Detects light, sound, force | Camera, laser, 3D sensors | Data checked for consistency |
Actuators | Precise movement | Returns to same position | High velocity | Lifts heavy loads | May need cooling | Lifting, rotating, gripping | Torque sensors, encoders | Tested at different speeds |
Control System | Accurate commands | Consistent output | Fast processing | Handles many tasks | Adjusts for heat | Navigation, decision-making | CPUs, microcontrollers | Analyzed for errors |
Power Supply | Stable voltage | Reliable output | Quick recharge | Supports robot weight | Manages heat well | Long operation time | Battery testers | Monitored over cycles |
Chassis | Holds shape | Withstands stress | Supports movement | Carries all parts | Resists bending | Survives impacts | Strength tests | Checked after impacts |
Component | Key Metric Example |
Perception | Sensor accuracy |
Action Execution | Task success rate |
Safety | Collision avoidance |
Communication Type | Best Use Case |
Wired | Factory robots |
Wireless | Mobile or outdoor robots |