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Rear view of a commercial floor cleaning robot with a floor-level squeegee assembly
Robot Scrubber Water Recovery: Squeegees, Vacuum Paths, and Residual Water
A complete scrubber route does not prove that water was recovered. This guide separates scrubbing from suction recovery and sets out a model-specific floor inspection and rework method.
ByAIsirRobot Research Team
2026-10-12
Concept illustration of a robotic welding arm and a workpiece positioner
Robotic Aluminum MIG Welding: Wire Feeding, Surface Preparation, and Process Qualification
A buyer-focused framework for aluminum MIG/GMAW automation, separating material preparation and wire delivery from welding-procedure qualification, robot-cell acceptance and weld-quality evidence.
ByAIsirRobot Research Team
2026-10-12
Concept illustration of vacuum, mechanical, magnetic and soft robot grippers holding different objects.
Central Vacuum Pump vs On-Tool Ejector: Choosing the Vacuum Source for Robotic Picking
Compare central vacuum pumps and on-tool ejectors by leakage demand, hose volume, response time, compressed-air use and maintenance access to select the right vacuum source for robotic picking.
ByAIsirRobot Research Team
2026-10-11
Concept illustration of a mobile tugger connected to wheeled material carts beside a lift-top mobile platform.
AMR Tugger Tow Capacity: Drawbar Pull, Cart Resistance, and Starting Loads
Evaluate AMR tugger towing demand using cart breakaway and rolling resistance, route grades and starting loads, then compare these measurements with the manufacturer’s drawbar-pull rating conditions.
ByAIsirRobot Research Team
2026-10-11
Illustrative laboratory scene with a wheeled robot platform, robotic arm and people at workbenches.
Robotics Teaching Labs: Specify the Student Exercises Before Choosing the Hardware
Translate robotics course exercises into verifiable equipment and interface requirements, with controlled reset procedures, institution-approved safety arrangements and clear capability gaps for procurement.
ByAIsirRobot Research Team
2026-10-11
Blue six-axis articulated robot arm fitted with a welding torch.
SCARA, Delta, or Six-Axis Robot: Choose by Motion, Orientation, and Work Envelope
Select a robot architecture from the motions the task actually requires. Check model-specific orientation, reach and load limits before comparing complete-cycle performance or committing to a cell layout.
ByAIsirRobot Research Team
2026-10-11
Concept illustration of an indoor delivery robot with compartments near a hotel elevator.
Delivery Robot Last-Meter Handoffs: Recipient Confirmation, No-Shows, and Returns
A requirements framework for the last meter of indoor robot delivery, distinguishing arrival, access, observed removal and confirmed completion while assigning responsibility for uncertain or failed handoffs.
ByAIsirRobot Research Team
2026-10-11
Concept illustration of autonomous floor scrubbers and cleaning zones in a shopping mall.
Disc vs Cylindrical Brushes on Scrubbing Robots: Soil, Debris, and Floor Compatibility
Choose a scrubbing-robot brush configuration from real soil and flooring conditions. Verify debris collection, approved consumables, edge limitations and remaining manual work rather than relying on brush shape.
ByAIsirRobot Research Team
2026-10-11
Concept illustration of vacuum, mechanical, magnetic and soft robot grippers holding different objects.
Vacuum Grippers for Porous Cartons: Airflow, Leakage, and Box Variability
Evaluate vacuum gripping after the handling method has been chosen: characterize the carton contact, distinguish pressure from suction flow, and test representative conditions, motion and release.
ByAIsirRobot Research Team
2026-10-10
Concept illustration of an autonomous forklift approaching a pallet, with a fork-entry detail
Reusable Pallets for Autonomous Handling: Repair, Replace, or Standardize the Carrier Fleet?
A practical method for profiling mixed pallet pools, separating structural condition from robot-interface compatibility, and choosing verified repair, replacement or load-transfer actions before deployment.
ByAIsirRobot Research Team
2026-10-10
Concept illustration of robot press-fit insertion: a compliant tool pressing a pin into a bore with a chamfered lead-in, beside a force-versus-displacement curve.
Robot Press-Fit and Insertion Automation: Force-Displacement Curves, Compliance, Alignment, and Jam Detection
See how insertion automation uses alignment, compliance, force-displacement evidence and defective part trials to distinguish good seating from jams.
ByAIsirRobot Research Team
2026-10-08
Concept illustration of robotic surface finishing: a compliant sanding tool on a robot wrist working a curved metal panel, with abrasive dust drawn into a shrouded extraction duct.
Robotic Sanding, Grinding, and Polishing: Force Control, Tool Wear, Dust Extraction, and Surface Quality
A task-based look at robotic surface finishing, from measurable roughness or visual targets to force compliance, tool wear and representative process testing.
ByAIsirRobot Research Team
2026-10-08