Industrial robot applications and safety

Where industrial robots are used and how they are justified, plus robot-cell hazards, risk assessment, safeguards, collaborative modes, safety distance and the key standards.

Drafted with Aria, reviewed by the AiCanCode.org team. Spotted an error? Use Give Feedback at the bottom of the page.

Why it matters

Robots earn their place on the shop floor only when the application suits them and the cell is safe. Most robot accidents happen not in automatic running but during teaching, maintenance and fault recovery, when people are inside the cell. Engineers who design or run cells must be able to pick the right application, justify it economically and apply the safety principles and standards correctly.

Key ideas

Typical industrial applications.

  • Material handling — pick-and-place, machine tending (loading CNC machines, presses, injection moulding), palletising/depalletising, packaging. The largest share of installed robots.
  • Processing operations — spot welding (automotive bodies), arc welding, spray painting and coating, sealing and gluing, grinding, deburring, polishing, laser and water-jet cutting.
  • Assembly — screw driving, insertion, electronics placement; SCARA and delta robots dominate small-part assembly.
  • Inspection and testing — robot-held cameras, gauges or CMM probes.
  • Growing areas — collaborative assembly, logistics AMRs, food handling, medical and laboratory automation.

When a robot fits. Repetitive tasks, hazardous or unpleasant environments (heat, fumes, heavy loads), need for consistent quality, multi-shift operation, and stable product designs or families. Poor fits: very low volumes with frequent changeovers and unstructured parts — unless vision and quick programming are added.

Economic justification. Compare investment (robot, tooling, integration, guarding, training) with annual savings (labour, scrap, rework, throughput) minus running costs (power, maintenance, programming). Common measures: payback period, return on investment, cost per part.

Hazards. Impact and crushing/trapping by the arm or tooling; ejected parts or dropped loads; process hazards (weld arc, laser, paint fumes, electrical, pneumatic stored energy); unexpected start-up; human error during teaching and maintenance.

Safety approach — risk assessment first. Identify hazards for every task (including setup, teaching, cleaning, maintenance), estimate risk, then reduce it in priority order: (1) inherently safe design, (2) safeguarding and protective devices, (3) information, training and procedures (signs, PPE, lock-out/tag-out).

Safeguards.

  • Perimeter guarding — fixed fences with interlocked gates: opening the gate stops the robot in automatic mode.
  • Presence-sensing devices — light curtains, laser area scanners, pressure-sensitive mats — stop or slow the robot when someone enters.
  • Emergency stop buttons on the pendant and around the cell (stop category 0 or 1).
  • Teach mode controls — reduced TCP speed (typically limited to 250 mm/s), three-position enabling switch, hold-to-run.
  • Soft axis and space limiting — safety-rated software zones that restrict where the robot can go.
  • Safety functions are built with redundant, monitored (dual-channel) circuits and safety PLCs, rated by performance level (PL) or SIL.

Collaborative operation (ISO 10218 and ISO/TS 15066) has four modes: safety-rated monitored stop; hand guiding; speed and separation monitoring (robot slows/stops as a person approaches); power and force limiting (contact allowed below body-region force/pressure limits taken from the standard). Collaboration is a property of the whole application, not just the robot.

Standards. ISO 10218-1/-2 (industrial robot and integration safety), ISO/TS 15066 (collaborative), ISO 13849 (safety-related control systems), ISO 13855 (positioning of protective devices — safety distance), ISO 12100 (risk assessment). Numerical limits come from these documents — always take values from the current edition, not from memory.

Formulas

Minimum safety distance (ISO 13855 form): S = K · T + C

  • S — minimum distance from the protective device to the hazard (mm); K — approach speed of the body (mm/s, from the standard, e.g. 1600 mm/s for walking approach in many cases); T — total stopping time = device response + control + robot stopping time (s); C — intrusion allowance depending on device resolution (mm, from the standard's tables).

Stopping distance at constant deceleration: d = v² / (2a), stopping time: t = v / a

Payback period = Net investment / Net annual savings

Annual output = (3600 / cycle time) × hours per shift × shifts × working days × availability

Holding torque check: τ = m · g · r (worst case: arm horizontal)

Worked examples

Example 1 (standard). A light curtain guards a robot cell entrance. Light-curtain response time is 0.02 s and the robot's measured stopping time is 0.28 s. Use K = 1600 mm/s and an intrusion allowance C = 850 mm (taken from the standard for this curtain's resolution). Find the minimum mounting distance.

  1. T = 0.02 + 0.28 = 0.30 s.
  2. S = K·T + C = 1600 × 0.30 + 850 = 480 + 850 = 1330 mm.

Answer: S = 1330 mm (1.33 m). If the curtain cannot be placed that far away, reduce T (slower speeds, better brakes) or use a curtain with finer resolution (smaller C).

Example 2 (GATE level — justification and throughput). A welding cell costs ₹30 lakh and replaces 4 operators (2 per shift, 2 shifts) earning ₹3.6 lakh/year each. Running costs are ₹2.4 lakh/year. The cell has a 6 s cycle, runs 2 shifts of 8 h for 300 days a year at 85 % availability. Find (a) the payback period, (b) the annual output.

  1. Labour saved = 4 × 3.6 = ₹14.4 lakh/year.
  2. Net saving = 14.4 − 2.4 = ₹12.0 lakh/year.
  3. Payback = 30 / 12 = 2.5 years.
  4. Output = (3600 / 6) × 8 × 2 × 300 × 0.85 = 600 × 16 × 300 × 0.85 = 2 448 000 parts/year.

Answer: (a) 2.5 years, (b) about 2.45 million parts per year.

Example 3 (stopping). A robot moving at 1.5 m/s brakes at 7.5 m/s². Stopping time t = 1.5/7.5 = 0.20 s; stopping distance d = 1.5²/(2 × 7.5) = 0.15 m.

Common mistakes

  • Assessing only automatic operation and forgetting teaching, maintenance and cleaning tasks.
  • Mounting light curtains closer than S, so a person reaches the hazard before the robot stops.
  • Using the robot's datasheet speed instead of the measured stopping time at the actual payload.
  • Assuming a "cobot" is automatically safe — a sharp tool or heavy part can make the application hazardous.
  • Treating an emergency stop as a safeguard — it is a complementary measure, not a substitute for guarding.
  • Quoting safety numbers from memory instead of the current standard.

For GATE ME

Expect conceptual MCQs on application areas (which robot type suits which job), safeguarding devices, collaborative operation modes and the principles of risk reduction. Simple numericals may involve cycle time and output, payback period, stopping distance or a safety distance with all constants given. Read every given value carefully and keep units consistent (mm vs m, s).

Quick check

  1. Name the four collaborative operation modes.
  2. Payback for a ₹20 lakh cell saving ₹8 lakh/year net?
  3. S = K·T + C with K = 1600 mm/s, T = 0.25 s, C = 850 mm?
  4. In risk reduction, what comes first: training or inherently safe design?
  5. Which application area has the largest share of installed robots?

Answers: 1. Safety-rated monitored stop, hand guiding, speed and separation monitoring, power and force limiting; 2. 2.5 years; 3. 1250 mm; 4. Inherently safe design; 5. Material handling.

Try answering each one aloud before you open it.

  1. 1.What is an industrial robot, and how is it typically used in manufacturing?Concept

    An industrial robot is a programmable, automated machine capable of performing a variety of tasks in manufacturing environments. These robots are typically used for tasks such as welding, painting, assembly, pick and place, packaging, and material handling. They are designed to increase efficiency, precision, and safety in production processes.

  2. 2.Explain the concept of robot safety in industrial applications.Concept

    Robot safety in industrial applications involves implementing measures to protect human workers from potential hazards associated with robotic systems. This includes physical barriers, safety sensors, emergency stop functions, and adherence to safety standards like ISO 10218. The goal is to minimize risks of injury or accidents while maintaining efficient operation of robotic systems.

  3. 3.Why are collaborative robots (cobots) increasingly used in industrial settings?Application

    Collaborative robots, or cobots, are designed to work alongside human workers without the need for extensive safety barriers. They are equipped with advanced sensors and safety features that allow them to detect and respond to human presence. Cobots are increasingly used because they enhance flexibility, improve productivity, and allow for safer human-robot interaction in shared workspaces.

  4. 4.What happens if an industrial robot's safety system fails during operation, and how is that risk controlled?Application

    If a safeguard such as a gate interlock or light curtain fails to danger, a person could enter while the robot keeps moving, which can cause impact or crushing injuries. Safety functions are therefore built to tolerate faults: dual-channel, monitored circuits and safety-rated PLCs or relays that detect a failed channel and stop the robot, designed to a required performance level under ISO 13849. They are verified by periodic functional testing, backed by lock-out/tag-out procedures for anyone entering the cell for maintenance.

  5. 5.How does the use of vision systems enhance the functionality of industrial robots?Application

    Vision systems enable industrial robots to 'see' and interpret their environment, allowing for more precise and adaptable operations. These systems are used for tasks such as quality inspection, object recognition, and guidance in complex assembly processes. By providing real-time feedback, vision systems enhance the robot's ability to handle variations in the production line.

  6. 6.What are the key considerations when designing a safety system for an industrial robot?Application

    Key considerations include risk assessment, compliance with safety standards, integration of physical barriers, use of safety sensors, and implementation of emergency stop functions. The system should be designed to minimize human exposure to hazards while ensuring that the robot can perform its tasks efficiently.

  7. 7.A robot joint can deliver at most 150 N·m, and the payload acts 0.5 m from the joint axis. What is the largest payload mass it can hold with the arm horizontal (neglect the arm's own weight)?Numerical

    The worst case is the arm horizontal, where the moment arm is the full 0.5 m. Maximum force = τ/r = 150/0.5 = 300 N, so the maximum mass = 300/9.81 ≈ 30.6 kg. In practice the arm's own gravity torque, dynamic torques during acceleration and a safety margin reduce this, which is why datasheets give rated payloads together with load diagrams.

  8. 8.What is the impact of robot downtime on industrial production?Application

    Robot downtime can significantly impact industrial production by causing delays, reducing output, and increasing operational costs. It can disrupt the entire production line, leading to missed deadlines and potential financial losses. Regular maintenance and monitoring are essential to minimize downtime and ensure continuous operation.

  9. 9.If a robot operates at a speed of 1.5 m/s and needs to stop within 0.2 seconds for safety reasons, what is the required deceleration?Numerical

    Deceleration can be calculated using the formula: Deceleration = Change in velocity / Time. The initial velocity is 1.5 m/s, and the final velocity is 0 m/s. Therefore, Deceleration = (0 - 1.5 m/s) / 0.2 s = -7.5 m/s². The required deceleration is 7.5 m/s².

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