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Glossary

Power and Force Limiting (PFL)

Power and Force Limiting (PFL) is a collaborative robot safety mode where the robot's inherent design or control limits the power and force of its movements to levels considered safe for incidental contact with a human.
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COLLABORATIVE ROBOT SAFETY

What is Power and Force Limiting (PFL)?

Power and Force Limiting (PFL) is a fundamental safety mode for collaborative robots.

Power and Force Limiting (PFL) is a collaborative robot safety mode where the robot's inherent design or active control system restricts the kinetic energy and contact force of its movements to levels considered safe for incidental or expected contact with a human operator. This is a core requirement defined in the ISO/TS 15066 technical specification, which provides biomechanical limits for pain and injury thresholds. PFL enables true physical collaboration by allowing a human and robot to work in direct contact or close proximity without traditional safety fencing.

Implementation relies on inherently safe design (e.g., lightweight structures, rounded edges, compliant actuators) and active control strategies like torque sensing at each joint. When a sensor detects an unexpected force or torque exceeding a predefined threshold—indicating contact—the control system triggers an immediate protective stop. This mode is distinct from Speed and Separation Monitoring (SSM), which aims to prevent contact altogether. PFL is essential for applications like hand-guiding, assembly assistance, and precision tasks requiring shared manipulation of a workpiece.

SAFETY STANDARD

Key Characteristics of PFL Systems

Power and Force Limiting (PFL) is a foundational safety mode for collaborative robots, defined by ISO/TS 15066. Its characteristics ensure safe physical interaction by design.

01

Inherently Safe Design

PFL is achieved through inherently safe design principles, not just reactive software controls. This includes:

  • Force-limited joints with back-drivable actuators and mechanical compliance.
  • Rounded, padded surfaces and absence of pinch points to minimize injury risk during contact.
  • Low effective mass and inertia, ensuring the robot cannot transfer hazardous energy upon impact. The design ensures safety is maintained even in the event of a control system failure.
02

Quantified Biomechanical Limits

PFL systems are governed by pain and injury thresholds defined in ISO/TS 15066. The standard provides maximum permissible values for:

  • Transient contact: Short-duration, quasi-static contact (e.g., a bump). Limits are defined for different body regions (e.g., forehead, hand, shin).
  • Quasi-static contact: Prolonged clamping or trapping. Force and pressure limits are significantly lower. These limits are based on biomechanical studies and are the absolute foundation for setting a robot's power and force parameters.
03

Dynamic Performance Monitoring

PFL is enforced in real-time by the robot's control system, which continuously monitors and limits:

  • Joint torque and current: Directly correlates with applied force.
  • Speed and momentum: Power is a function of force and velocity; limiting both is essential.
  • Contact detection: Using built-in joint torque sensors or motor current measurements to detect unexpected external forces indicative of human contact. Upon detection, the robot must enter a protective stop or reduce its energy to safe levels.
04

Integration with Other Safety Modes

PFL is one of four collaborative operation safety modes per ISO 15066. It is often used in conjunction with:

  • Hand Guiding: The robot is back-drivable under PFL, enabling safe physical guidance for programming.
  • Speed and Separation Monitoring (SSM): PFL acts as a last line of defense if the protective separation distance is breached.
  • Safety-Rated Monitored Stop: The robot stops before human entry; PFL enables safe resumption of work in close proximity. A true collaborative robot seamlessly transitions between these modes based on sensor input.
05

Validation and Risk Assessment

Deploying a robot in PFL mode requires a formal risk assessment and physical validation. This process involves:

  • Identifying all potential contact scenarios (e.g., collision, clamping, guided movement).
  • Measuring transmitted forces and pressures using a force-pressure measurement device as specified by the standard.
  • Verifying that measured values are below the biomechanical limits for all tested points on the robot's surface and across its entire workspace. Compliance is not assumed; it must be empirically verified for the specific application.
06

Application-Specific Tuning

While based on fixed limits, PFL implementation is not one-size-fits-all. Key tuning parameters include:

  • Payload and tooling: The end-effector mass and geometry drastically change collision dynamics. Limits must be validated with the full tool attached.
  • Task and trajectory: High-speed motions or movements near obstacles require more conservative settings.
  • Collaborative workspace layout: The proximity of humans dictates whether PFL is the primary or secondary safety layer. Proper tuning balances safety with operational efficiency.
SAFETY MODE COMPARISON

PFL vs. Other Collaborative Safety Modes

This table compares the technical implementation, safety mechanisms, and operational characteristics of Power and Force Limiting (PFL) against the other primary collaborative safety modes defined by ISO/TS 15066.

Feature / MetricPower and Force Limiting (PFL)Speed and Separation Monitoring (SSM)Hand GuidingSafety-Rated Monitored Stop

Primary Safety Mechanism

Inherently limited joint torque and power

Maintains protective separation distance via sensors

Direct physical control by human operator

Robot stops motion before human enters workspace

Physical Contact with Human

Allowed (incidental or intentional)

Not allowed; must stop before contact

Required for operation

Not allowed; robot must be stationary

Required External Safeguarding

Minimal to none (inherent safety)

Perimeter laser scanners, safety mats, or vision systems

Safety-rated enabling device on the teach pendant

Traditional hard guarding (e.g., light curtains, fences) when not in stop mode

Robot Motion During Collaboration

Continuous operation at reduced force

Continuous operation at speed controlled by separation

Motion only when directly guided by human

No motion; robot is in a safe stopped state

Typical Force/Power Limit

< 150 N (industry standard threshold)

N/A (contact prevention)

Defined by human operator's applied force

N/A

Maximum Allowable Speed

Speed limited to keep power/force below threshold

Speed dynamically reduced as separation distance decreases

Speed limited by control system, typically slow

N/A (stopped)

ISO/TS 15066 Transient Contact Metrics

Defined for 29 body regions (e.g., forehead: 190 N max)

N/A

N/A

N/A

Operator Skill Level Required

Low (intuitive co-existence)

Low (system manages separation)

Moderate (requires training for path teaching)

Low (simple start/stop interaction)

Best Suited For

Assembly, machine tending, direct hand-over tasks

Material handling, packaging where human moves around cell

Path programming, complex trajectory teaching

Infrequent access for maintenance or part loading

COLLABORATIVE ROBOTICS

Common Applications of PFL

Power and Force Limiting (PFL) enables safe physical collaboration by restricting a robot's kinetic energy. Its applications span industries where human dexterity and machine strength must work in close proximity.

01

Assembly and Kitting

PFL cobots are integral to light assembly tasks where a human and robot work on the same component. The robot can handle repetitive, precise operations like screw driving, part insertion, or applying adhesive, while the human performs complex wiring or final inspection. The force limits ensure that incidental contact during hand-offs or close-quarters work does not cause injury.

  • Example: A cobot presents a circuit board while a worker manually attaches connectors.
  • Key Benefit: Combines human flexibility with robotic consistency without safety fencing.
02

Machine Tending and CNC

In machine tending, a PFL-equipped robot loads and unparts parts from CNC machines, lathes, or injection molding machines. The human operator can safely enter the shared workspace to perform quality checks, clear jams, or change tooling while the robot is operational. The robot's inherently limited joint torque prevents crushing injuries if a worker's hand is near the gripper or a part.

  • Example: A cobot retrieves a machined component, allowing a technician to measure critical dimensions in-cycle.
  • Key Benefit: Maximizes equipment uptime by eliminating full safety shutdowns for human intervention.
03

Packaging and Palletizing

PFL robots handle final packaging, case packing, and low-speed palletizing in environments where logistics are dynamic. They can collaborate with human packers who place irregular items or perform last-minute customizations. The force limits are crucial when handling potentially fragile items or when human hands are frequently in the robot's operational envelope to adjust packaging or apply labels.

  • Example: A cobot places filled boxes onto a pallet while a worker inserts promotional leaflets.
  • Key Benefit: Enables flexible, low-volume, high-mix production lines without extensive reconfiguration.
04

Quality Inspection and Testing

Cobots in PFL mode are used to present parts to human inspectors or to perform non-destructive testing requiring human guidance. The robot can maneuver a component under a camera or sensor, while the inspector can physically adjust the part's orientation for a better view. The compliant control allows the human to easily guide the robot's arm, a form of kinesthetic teaching, to define new inspection points.

  • Example: A worker guides a cobot-mounted camera to inspect weld seams on a large, irregular assembly.
  • Key Benefit: Enhances inspection thoroughness by combining robotic precision with human visual judgment.
05

Laboratory Automation and Biosciences

In research labs and pharmaceutical settings, PFL cobots automate delicate tasks like pipetting, plate handling, and instrument loading. Scientists can work adjacent to the robot, preparing samples or reagents, with the assurance that accidental contact will not break expensive glassware or cause harm. The smooth, force-limited motion is essential for handling biological samples without agitation.

  • Example: A cobot transfers microplates between an incubator and a reader while a technician adds reagents.
  • Key Benefit: Increases experimental throughput and reproducibility while maintaining a safe, interactive lab environment.
06

Finishing and Polishing

Applications like sanding, deburring, and polishing often require the tool (e.g., a sanding pad) to be in continuous contact with a workpiece with controlled force. A PFL cobot can perform the repetitive motion, while a human supervisor can frequently intervene to feel the surface quality, change abrasives, or hold the workpiece. The robot's impedance control (often underlying PFL) allows it to maintain a constant contact force safely.

  • Example: A cobot sands a composite aerospace part; a worker periodically feels the surface and adjusts the robot's path.
  • Key Benefit: Automates ergonomically taxing tasks while allowing for expert human oversight and adjustment.
POWER AND FORCE LIMITING

Frequently Asked Questions

Power and Force Limiting (PFL) is a foundational safety standard for collaborative robots. These FAQs address its technical implementation, standards, and role in modern human-robot interaction.

Power and Force Limiting (PFL) is a collaborative robot safety mode where the robot's inherent mechanical design or real-time control software actively caps the kinetic energy and contact force of its movements to levels deemed safe for incidental human contact. It works through a combination of inherently safe design (e.g., lightweight structures, rounded edges, joint torque sensors) and active control. The control system continuously monitors joint torque and velocity. If a collision is detected—typically by a measured torque exceeding a predefined threshold—the robot executes a protective stop. This safety function is formally defined in the international standard ISO 10218-1 for industrial robots and detailed in the technical specification ISO/TS 15066 for collaborative operation.

Prasad Kumkar

About the author

Prasad Kumkar

CEO & MD, Inference Systems

Prasad Kumkar is the CEO & MD of Inference Systems and writes about AI systems architecture, LLM infrastructure, model serving, evaluation, and production deployment. Over 5+ years, he has worked across computer vision models, L5 autonomous vehicle systems, and LLM research, with a focus on taking complex AI ideas into real-world engineering systems.

His work and writing cover AI systems, large language models, AI agents, multimodal systems, autonomous systems, inference optimization, RAG, evaluation, and production AI engineering.