Programme-Controlled Manipulator TRIZ Cases

See how a robotic air purifier maps indoor pollution sources, prioritizes high-value targets, a

Feature-point matching helps a robot cleaner recognize its position precisely and coordinate cleaning paths with obstacle detection and maps.

See how capacitive, inductive, or Hall effect bumper sensors replace mechanical switches to det

See how a mobile robot extracts longitudinal line segments from marker patterns to detect posit

Airflow and rotating brush rollers suspend dust in the box and transfer it to a maintenance station, restoring cleaning performance automatically.

See how cleanup robots use zone segmentation, central routing, and predetermined paths to retri

See how a cleaning robot uses image recognition of hand gestures to plan movement and cleaning

See how an XY conveyor robot transports multiple open-top vessels concurrently, reducing space

See how optical dust sensing triggers automatic discharge to a maintenance station, preventing

See how rear battery placement with guided insertion stabilizes center of gravity, improves sto

Label descriptors and local-zone node selection help a mobile robot recover its position faster while reducing feature-matching time and map storage.

See how adaptive signal thresholds enable cleaning robots to detect virtual walls, adjust trave

See how an onboard picking robot and adjustable shelving units automate package retrieval in de

See how a cleaning robot uses specular and diffuse reflection sensors to distinguish floor mate

See how a mobile robot uses sensor-based obstacle mapping and machine learning attribute recogn

See how a robotic floor-cleaner captures and re-executes user-defined navigation paths to repli

See how an audio media device intermediary enables hands-free voice control of autonomous mobil

See how independent spin mops and a rolling member manage frictional forces to enable stable st

See how a modular cleaning robot integrates IoT devices, sensors, and communication modules to

See how a combined robot updates planned paths around height changes and temporary obstacles to create reliable cruise routes.

See how a control unit switches an autonomous vacuum cleaner to image pickup mode upon detectin

See how graphical dividers on a mobile app enable users to customize room boundaries and select

See how a robot with multi-mode locomotion and sensor fusion navigates roads and sidewalks auto

See how zone segmentation and dynamic robot reassignment enable rapid coordinated response to u

Rotating mops can destabilize robot travel; position changes and motor load current reveal contaminated floor areas without added sensors.

See how a passive four-link wearable chair uses sliding units and elastic members to maintain u

See how embedded fluid channels enable soft robots to perform radial deflection and complex mot

See how forward wetting element placement and weight distribution enable a compact autonomous c

See how height-based sampling of 3D coordinates reduces computation load while maintaining prec

See how a primary robot deploys nested secondary robots to clean confined spaces it cannot reac

See how a robot cleaner uses deep learning to extract and transmit only meaningful surveillance

See how a segmented robot body with an embedded rotatable moving module reduces direction-chang

See how upper and lower light emission units enable robot cleaners to detect obstacles at varyi

See how moveable receptacles and robotic transfer eliminate fixed piping, reduce labor, and ena

See how a moving robot uses terminal-set virtual walls with pattern projection to divide cleani

See how virtual wall mapping replaces physical signal devices, letting mobile robots avoid haza

See how a service robot uses audio signals for long-distance localization and infrared pulses f

See how dual detector control enables robot cleaners to follow walls without backward driving,

See how a mobile robot uses visual landmark objects to set and maintain no-entering regions, el

See how onboard robots and reconfigurable shelf brackets reduce package search time in delivery

See how rangefinder sensors and threshold-based distance monitoring enable mobile robots to dis

See how dual-angle pattern light emission and image analysis enable mobile robots to rapidly de

See how an IR camera combined with RGB and depth sensors enables neural-network food identifica

See how a movable shutter mechanism extends to contact the floor near walls, redirecting debris

See how a movable frame with elasticity setting parts and Hall sensor enables collision detecti

See how a robot arm with image processing automates tableware picking and sorting after conveyo

See how a modular winch-and-cable conveying system enables quick installation and repositioning

See how a moving robot uses UWB anchors with reference-based height correction to achieve preci

A staged chuck and push mechanism aligns harness connectors for accurate gripping and insertion into narrow connector ports.

Image-guided robotics identifies lug patterns, removes wheels, and remounts them faster while reducing manual tire-change hazards.

A DC/DC voltage conversion unit keeps motor drive voltage stable as the battery drains, preserving robot arm accuracy and driving stability.

Robotic lug nut removal, wheel gripping, and vehicle lifting automate tire changes to reduce manual handling risks and improve throughput.

AI-based image inspection detects wire harness and connector defects without precise alignment or custom setup, improving flexibility and accuracy.

A bent end effector and unequal arm links keep substrate motion on a straight radial path, cutting footprint and cycle time.

Orthogonal hand-mounted sensors detect wafer loading positions with less hand travel, enabling precise teaching in narrow spaces.

Real-time obstacle detection triggers emergency stopping or speed reduction in a vehicle-mounted work device to prevent collisions without operator input.

Sensors verify foot profile, position, and motion before switch contact, warning or enabling only intended actuation.

Linked robot segments drill through structural members and route conduits from a single opening, avoiding wall cuts during electrical installation.

Automated hitching, service-line connection, and trailer door handling reduce manual yard work while improving docking safety for autonomous trucks.

Multiple masked transfer heads use selective light exposure to place micro devices precisely on large substrates with less transfer time.

Using camera-guided search and arm motion, the terminal locates a charger and recharges itself without complex software changes.

Planned-speed-based PWM switching cuts unnecessary high frequencies in robot motors, reducing heat, switching loss, and EMC issues.

A multilayer housing with a higher-elasticity reinforcing layer prevents permanent deformation and preserves artificial muscle performance over repeated cycles.

Stacked sealed motor modules isolate stators from vacuum-side rotors, enabling a compact direct-drive spindle with efficient torque transfer.

Optical sensing tracks end effector shift and tilt through EFEM transfer holes to prevent wafer damage and particle contamination.

A recuperating energy store buffers acceleration peaks and reuses braking energy, limiting grid draw to 50% above nominal current.

A projecting and recessed insulation layout extends creepage distance to keep high-frequency current out of the robot shell and controls.

A side-mounted arm base and aligned elevating unit thin the robot body while opening more cable and pipe routing space inside EFEM housing.

Stored speed reducer performance data lets master machines compensate individual variation and maintain trajectory accuracy with less manual adjustment.

A calibration object with fiducials captures robot arm misalignment in a load lock, enabling accurate substrate transfer without repeated alignment steps.

An elbow-mounted generator powers a robotic end effector from joint motion, avoiding slip rings, routed wires, contamination, and downtime.

A W-shaped gear train shrinks servo volume while preserving reliable meshing, helping thin-arm humanoid robots fit narrow spaces.

Rotatable arms and gripping pieces automate PV module pickup, alignment, and delivery to speed large-scale solar plant installation.

Optical sensing and end-effector compensation enable autonomous fuel-port connection, cutting manual refueling labor and exposure.

A detachable working body lets one flying platform swap manipulators for different jobs, expanding task range without needing multiple robots.

Image-based calibration corrects robot arm thermal drift during wafer handling, improving substrate placement accuracy without encoder-linked compensation.

Robots infer human cognitive latent states from interaction data to plan safer, more effective actions under uncertain behavior.

Two robots sandwich and steer carts along curved paths, using orbit prediction and outer-side pushing to prevent side slipping without cart modification.

A planar motor and linked magnetic bases move substrates inside the vacuum chamber, cutting dust, seals, and chamber size.

Closed magnetic circuits with resonant coils and variable capacitors raise field density for stable micro-robot steering in pulsating vessels.

A removable battery mounted below the knee improves exoskeleton mass distribution and avoids exposed-cable snag risk, power loss, and interference.

Lighter resin and aluminum gear motor parts with a low reduction ratio cut heat and weight while keeping durability for collaborative robots.

Automated hitching, door handling, and docking checks let autonomous yard trucks connect trailers with less labor and safer yard operation.

Current status data guides which surface area to clean next, automating mobile utility unit cleaning while reducing labor and media use.

Two transformer-coupled buck stages share input voltage and balance output to improve isolated DC step-down efficiency at higher power.

A drone-guided ground robot uses hoeing and high-voltage electrodes to detect and remove weeds precisely while reducing herbicide use.

Clinched terrain-following posts let robots anchor and assemble solar modules with less hardware, site preparation, and installation time.

Maintains fixed pickup voltage and limits phase difference to keep piezoelectric vibration control stable across irregular frequency regions.

Temperature-corrected friction torque improves motor external force estimation by compensating Coulomb and viscous friction variation.

Multiple mirrored drive units around a common axis enable single-trocar robotic arm motion while reducing interference and preserving sterility.

A modular hollow-profile retraction assembly extends robot hose travel while reducing lateral loads, wear, and setup effort.

A vehicle-side manipulator arm positions the contact plate over a ground coupling point for automatic refueling with lower alignment complexity and energy loss.

A web-based smartphone teach pendant cuts semiconductor robot setup cost and firmware lock-in while enabling monitoring and upgrades.

A linked steering module couples wheel elevation and steering, cutting motor count while preserving robot mobility, stability, and simpler assembly.

A rail-mounted robot uses a pneumatic gripper and shared fluid line to pick varied items in dense storage grids with less retrieval delay.

A movable vibrating body unit and connecting portion keep contact pressure more uniform, reducing thrust variation, torque fluctuation, and friction damage.

A high-level planner paired with a low-level controller enables mapless robot navigation with real-world obstacle avoidance and lower training burden.

Temporary destination points between via points let a mobile object pass accurately without repeated deceleration, improving travel efficiency.

A separable traveling unit and accommodation unit let one robot load, unload, and transport items more flexibly with varied cargo modules.

Imaging parameters increase near blind areas so mobile robots detect obstacles accurately without constant high image analysis load.

By braking an accelerated stage instead of the reducer directly, this mechanism keeps braking ability while cutting brake size and space use.

A companion robot detects hazards in a user's path, moves ahead to a lead position, and redirects walking direction for safer outdoor travel.

Predicted robot and human positions trigger trajectory changes first, with stop or deceleration reserved for unsafe distance breaches.

Fusing image, depth, and tactile data improves object pose estimation when grippers occlude visual input during robotic manipulation.

Image-based exclusion zones let a robotic pruner target individual limbs, improving pruning speed while avoiding tree and fruit damage.

A unified teaching panel display shows PLC-stored robot positions, cutting time lost switching between transfer and confirmation screens.

3D sensor data copies real bulk workpiece positions into virtual space, improving robot picking simulation accuracy without slow random setup.

Lockable supporting elements brace a multipod tool head drive, combining wide positioning range with higher rigidity for stronger cutting forces.

Capstan brakes and an energy-storing spring render grasp force and compliance feedback with lower power and less controller weight.

Actual robot speed and circuit delay are used to correct pump flow, keeping viscous fluid beads uniform during high-speed curved deposition.

Splitting robot control between local logic and remote complex processing cuts hardware cost while avoiding delayed execution responses.

Identical cube robot modules use marked faces, connection grooves, and motor control sequences to simplify assembly while enabling varied shapes and motions.

Using N+1 tensioning cables and pulleys, this case shows how a differential joint cuts co-activation, friction, and backlash for stable bi-directional control.

A robotic terahertz inspection setup measures coating thickness without contact and projects color cues to speed aircraft coating correction.

Machine vision and ML identify pickable parts and set robot gripping parameters, cutting reconfiguration time while handling varied workpieces.

A blocking plug with an La/Lb ratio above 0.65 stabilizes the insertion groove contact and prevents bolt loosening under repeated loads.

Route-based door-opening requests let mobile robots pass automatic doors smoothly without manual operation or door sensors, while supporting batch passage.

Resilient seals and ratchet locking keep hazardous drug transfer closed during vial reconstitution, reducing leaks and caregiver exposure.

Time-based grouping clusters related robot problem messages, cutting diagnosis effort and helping identify recurring failure causes faster.

A pivotable pinion holder lets lift robots turn between vertical and horizontal rack tracks without active rails, reducing interference and wheel wear.

Adaptive driving levels let the robot vary torque, acceleration, and speed by environment to improve task efficiency while avoiding collisions.

Separating crusher travel from grasping actions using open-close trajectory points cuts manual review time and improves dismantling evaluation.

Conveyor-based sequencing lets robotic grid storage dispatch containers in a predetermined order without slowing random retrieval or raising handler complexity.

A visual path interface lets operators set laser power and related parameters at exact positions, reducing overheating and burn defects.

Integrated singulation stations and universal sorters automate item flow from receipt to packing while cutting manual handling and floor space.

Request and response parameters rank task importance so agents can adapt cooperation levels and avoid overload in unknown environments.

Two neural networks compare multi-view pose estimates to cut uncertainty and improve robotic grasping when full 3D object models are unavailable.

AI models detect aircraft fasteners from images and point clouds, enabling adaptive robot path planning for precise removal on varied parts.

Electronic synchronization lets an end effector unload, rotate, and reload workpieces in continuous motion for precise alignment and higher throughput.

A chair-mounted exoskeleton arm switches left and right driving modes by position change, cutting setup time and saving rehabilitation space.

Distributed arm and base control shifts the robot to an anticipatory pose, extending reach beyond the current workspace with lower computation.

Physical inducing actions let a self-balancing mobile robot approach, stop, and interact more naturally than passive voice-only agents.

Short-range presence checks let a mobile robot controller enable safety-critical commands only when the operator remains nearby.

A clutch switches a robotic joint between spring-assisted torque boost and free swing, cutting power use without sacrificing force output.

A spherical-joint link drive replaces large gears to deliver wide roll and pitch motion with lower structural deflection and a compact layout.

COM offset control keeps a biped robot’s gravity line within the foot support area on small slopes to prevent falls during walking.

Leg-length trajectory planning with recurrent excitation helps robots stay stable during jumping and running across changing motion states.

Multiple low-cost LiDAR sensors are duplexed by matching obstacle data and generating dynamic safety zones to meet PL-d robot safety requirements.

Online friction torque estimation from motor and output axle positions helps robot joints adapt to wear and temperature changes for precise motion.

Spur-gear rolling joints synchronize snake-like surgical segments to limit slippage, prevent dislocation, and improve force transmission.

Parallel collision-check and jog threads let a robotic unit execute manual commands safely within a real-time time limit.

Automated handling and welding align joist chords and webs on a rigging table, improving positioning accuracy, weld consistency, and assembly speed.

Combining body orientation and ground contact points, this case estimates terrain slope and contour to keep robots balanced on uneven ground.

Agents rank task importance from help-request and response parameters, enabling adaptive cooperation and task completion in unknown environments.

Centralized robot management dispatches mobile kiosk robots to service points, improving navigation, task accuracy, and user interaction in crowded casinos.

High-level workflow generation and environment measurement let non-experts reconfigure robot programs faster without losing control precision.

A proximal piston sensor and observer estimate distal gripper position through incompressible hydraulic fluid, avoiding sensor installation at the forceps tip.

Multifunction tendon cables combine actuation and electrical conduction to shrink robotic instrument shafts while preserving pitch, yaw, and jaw dexterity.

A pinned ball-and-socket joint enables stable two-axis tool angling at high RPM for precise hip surgery access with less soft-tissue risk.

Continuous actuator adjustments help robots avoid deadlocks and collisions while meeting waypoint timing in congested shared spaces.

Fixed-length abstracted control data lets one master-slave framework handle devices with different axis counts and simpler processing.

Bus-based data routing through the robot joint cuts internal wiring for external devices while preserving reliable controller communication.

Negative-pressure actuation collapses a flexible skin and skeleton to deliver high-force, high-contraction artificial muscle motion with safer cycling.

Rule-based provisioning maps job tasks to fleet resources and configurations, enabling compliant robotic deployment with less coordination overhead.

Adjustable clamping near the cutting zone and controlled MQL spray help mill rail honeycomb workpieces with less deformation, vibration, and fluid waste.

Spherical protrusions and receiving holes create a defined rotation axis that improves bend stability, precision, and wire protection in medical manipulators.

Machine vision and robotic grippers automate interlocking segment assembly, cutting manual handling, errors, and production cost.

Three levers, spring bias, and a parallelogram linkage transmit bidirectional wrist forces smoothly while avoiding singularity in surgical tools.

Shared environment data lets distributed controllers coordinate robot and device actions without heavy host-side program changes or processing load.

Edge devices summarize sensor data and predict robotic fleet maintenance needs, reducing bandwidth load while enabling timely service actions.

Positive-pressure doming gives soft robots fast switchable adhesion for stable climbing and load carrying on dry, wet, slippery, and underwater surfaces.

Camera-detected ArUco markers automate reference, intermediate, and target coordinate transfer between jigs, cutting robot setup time.

Marker-based image and point-cloud alignment detects welding lines without manual drawing, improving robot teaching efficiency and surface protection.

A camera-guided touchscreen lets operators teach robot arm position and orientation remotely, easing work in cluttered or isolated spaces.

A resilient member preloads facing and intermediate bevel gears to cut backlash, noise, and vibration while maintaining gear position.

A control room and node managers let RPA bots run across devices and operating systems without preinstalled software, cutting deployment overhead.

Fusing LiDAR, camera, and wheel odometry data into a pose graph improves robot map accuracy and positioning during SLAM navigation.

Predicted substitutional commands conceal delayed or lost cloud control signals, helping robots maintain stable motion and trigger safe stops when needed.

A shell representation predicts entry and exit depth surfaces to build accurate 3D object meshes from one noisy depth image for grasp planning.

A nested plunger cylinder and check valve lock exoskeleton joints without bulky lateral cylinders, reducing weight and user interference.

By adjusting target position from the user's actual movement start, the guide robot maintains comfortable distance and orientation with less stress.

A guidance robot checks destination state and time before escorting users, avoiding unsafe or unavailable routes while improving service efficiency.

Animal-like motions replace text displays to show calculation states, preserving intuitive status communication and character.

A variable-stiffness hinge lets a soft actuator bend easily during inflation, then stiffen through jamming friction for higher load capacity.

Motion and touch-based input lets operators guide robots accurately despite machine noise, improving human-robot collaboration.

Voxelized distance fields replace geometry primitives to speed robot collision avoidance and keep planning time independent of obstacle count.

Dynamic scheduling uses user settings and real-time status to prioritize processes, avoid overflow, and enable concurrent device execution.

Camera-detected cassette markers let the robot arm correct position errors, grip safely, and prevent cassette drops in dense dispensing racks.

A rotating ring and extendable robot arm enable autonomous door opening, elevator use, and lock-state checking in commercial buildings.

Computer vision, grasp acquisition, and split trajectory planning automate mixed-object sorting in cluttered fulfillment environments.

Coordinated holding, lifting, lowering, and rotation let a robot turn over flexible sheet workpieces with less handling complexity.

Image-guided gripper fingers rotate and align complex pieces automatically, reducing manual orientation, jamming, and changeover effort.

Selectable vibration commands let one part feeder separate and reorient mixed parts, improving robot pick-up efficiency across shapes.

A sequential prediction model turns natural language and a topological navigation graph into robot actions for indoor navigation in new spaces.

Movable suction cups and joint counter-motion reduce package sway and detachment during high-speed robotic handling.

An oil seal placed close to the wave generator blocks grease from entering the motor during wave gear drive assembly, improving sealing reliability.

A recessed section between actuator terminals lets air escape during heating, preventing adhesive bubbles and improving bond reliability.

Standardized base interfaces let a mobile 6-axis robot align with added devices, enabling flexible workpiece machining without floor anchoring.

A punch-and-tape end effector places removable reflective targets on parts, enabling repeated robot training without damaging costly components.

Predicted end effector trajectories guide robot body motion only when needed, avoiding hyperextension, collisions, and unstable movement.

User identification and task-aware robot guidance adjust workbench settings and projected safe zones to prevent collisions and improve task efficiency.

By isolating selected mechanism error parameters, this case cuts robot calibration points and time while maintaining control accuracy in limited motion ranges.

Vision recognition and a gripping hand align a liquid socket to the plug axis, enabling safe coupling and reducing worker burden.

A magnetic sensor tracks spool and elastic disk motion to measure both displacement and force with lower weight and power in exosuit clutches.

Sensor-tracked insertion paths let a robotic endoscope reinsert accurately after lens cleaning while compensating for patient movement.

Targeted updates from similar robotic trials cut training iterations and improve control policy robustness across varied tasks.

Separate work zones for each movable segment cut oversized protection zones and computational effort in multi-axis kinematics safety monitoring.

Folded steel and extruded aluminum link elements use local deformations to relieve thermal expansion mismatch and limit robot deflection.

Sensors and controller-guided validation improve component placement accuracy while reducing human-robot collision risk in assembly workbenches.

A two-arm SCARA robot separates bolt pickup and fastening, cutting sequential travel time while keeping vacuum-based bolt placement stable.

Three perpendicular virtual reference faces are used to derive seam search points automatically, reducing manual welding calibration time and effort.

Visual robot arm icons and joint-angle selection make touch-key teaching easier to understand and improve programming accuracy.

Sector and bevel gears pack motors, torque sensing, and magnetic position sensing into a compact robot wrist without sacrificing torque or stiffness.

A resin-metal main bearing and outer-pin layout improve heat dissipation and rigidity in a lighter, smaller speed reducer.

Image-based graspable-part detection and lookup-table state recognition let the robot start object displacement without full 3D shape analysis.

Local preprocessing fuses multiple sensor modalities into one stream, cutting latency and resolving conflicts for real-time autonomous decisions.

Tilted box placement with staged shifting and release improves palletizing precision while avoiding gaps, sliding, and disruption of adjacent boxes.

Pressurized air stabilizes tray-floor friction so a force-sensing robot can slide heavy articles smoothly without wasting energy.

Three fixed-length links and multi-axis joints give aircraft sensors wide tilt coverage in a compact platform while avoiding singularities and collisions.

Separating face detection in the image center from lighter peripheral change detection cuts processing load while keeping robots responsive.

Force detection switches robot arm bending states during teaching, reducing manual steps and improving position and attitude accuracy.

Remaining-time comparison and force-sensor feedback stop robot insertion or press-fitting correction before cycle time overruns.

Task-based basic and analysis indexes link robot data to program and motion IDs, enabling precise collaborative robot fault tracing.

Predictive validation checks robot control program changes before execution to prevent hazardous states in dynamic, human-facing operation.

Virtual sensing and simulated operation commands generate realistic training data for work machines without costly physical data collection.

Torque and radius-based force estimation helps the robot stop or retract before operator contact loads exceed safe limits.

Pre-stored peripheral profiles let robots identify attached tools and self-configure, cutting setup time for frequent retooling.

Variable sampling periods prioritize urgent robot malfunction data, preserving memory while retaining enough history for accurate analysis.

Shared-memory command buffering lets one computer coordinate multi-protocol motion devices with real-time interpolation and less OS delay impact.

Pre-set shape data guides rod extension and locking to support curved workpieces accurately without complex drive mechanisms.

A central AI server reroutes robots beyond fixed zones and transfers tasks between adjacent robots to keep guidance coverage in crowded areas.

Robots use rack marks, image sensing, and position data to build accurate warehouse maps faster than manual storage-location mapping.

Real-time robot and human trajectory forecasting updates workspace safe zones continuously, reducing conservative speed limits and reprogramming.

A universal retention and lift mechanism lets one autonomous sweeper robot swap attachments, reducing the need for multiple task-specific robots.

An axial output-side encoder with a guide tube improves robot joint angle detection while reducing reducer wobble effects and easing maintenance.

When a robot cannot yet view a requested area, cached images are shown first with status cues while the robot moves to capture current data.

Feedback-based heading control offsets ocean-current drift so an underwater snake robot can stay aligned with a desired path.

A lift-plus-mobile-robot layout enables cross-storey container transport without shuttle tracks, cutting warehouse cost and maintenance.

A virtual twin predicts future motion and safety volumes so autonomous components can avoid human collisions despite communication delays.

A simulation-driven robot interface detects faults in real time, explains actions to humans, and supports safe continued operation.

Predefined robot layouts, virtual collision checks, and reach validation cut offline programming time while correcting positions and programs.

External sensing lets autonomous moving bodies compare task priority at shared waypoints and pause selectively to avoid collisions.

Image-based environment mapping lets a robot detect, compare, and correct object posture for easier user access and handover.

A spring-preloaded friction pad lets a robot joint transmission slip at overload, reducing actuator inertia while protecting against torque impacts.

Electrode contact arrays identify coupled modules without communication circuits, cutting modular robot size and manufacturing cost.

A 3D-scanned laser cleaning setup removes contaminants from glass bottle moulds precisely while avoiding erosion, manual labor, and fume exposure.

Prioritized correction of the workpiece area nearest processing improves robot arm positioning and posture accuracy without full-area calculation.

Floating and fixed pulley sets with tensioned fibers amplify motor force while cutting backlash, inertia, and bulk in robotic drives.

Meta-trained transformer policies let robots adapt to new manipulation tasks with fewer than five demonstrations and better cross-task generalization.

A vision-based calibration approach locates the tool working point in robot coordinates without contact, reducing wear and manual setup.

By combining container transfer, recognition, and article handling on one vehicle, picking can occur in place without extra transport steps.

By moving to a scannable distance, the robot captures body shape data for accurate virtual fitting and personalized recommendations.

A lid-hidden marker is exposed only during image-based alignment, helping a UAV unload goods accurately into an autonomous vehicle storage box.

A fuzzy weight coefficient and motion central angle help mobile robots switch motion behavior and reach target position and attitude more accurately.

A two-axis wrist uses linked tension members and guided cable paths to preserve torque and precise articulation in minimally invasive tools.

A grounded SEA actuator uses opposing springs and a linear encoder to infer bidirectional force, improving robotic compliance and damage prevention.

Frangible compliant grip members break away at a set force to protect robotic end effectors and workpieces without added sensors.

Repositioned compliance elements tune robotic joint stiffness and motion range while keeping force transmission compact and lightweight.