Robotics Gearbox Design
Escape Room 2026 Project
Robotics Gearbox Design
Escape Room 2026 Project
Overview
Designed a compact, high-torque gearbox to actuate a large-scale themed entertainment animatronic while meeting strict speed, size, and cost constraints.
The animation required lifting a cable load of approximately 127 lbf through 52 degrees in only a fraction of a second while remaining compact enough to fit inside the show mechanism. The gearbox also needed to minimize cost by utilizing readily available power transmission components wherever possible while maintaining adequate safety factors for the printed components.
Engineering Analysis
The gearbox design began with a MATLAB model that evaluated the relationship between gear ratio, pulley drum diameter, motor performance, and animation timing. Design inputs included motor torque, motor speed, gearbox efficiency, cable tension, and mechanism geometry.
The analysis established that maintaining a practical pulley drum size required a minimum gear reduction of approximately 8:1. Multiple pulley diameters were evaluated before selecting a gearbox near a 9:1 reduction, balancing mechanical performance, packaging, and component cost. The resulting system achieves an estimated animation time of approximately 0.2 to 0.3 seconds while remaining within the motor's operating limits.
Mechanical Design
The final gearbox utilizes a compact two-stage reduction housed within a custom-designed enclosure. The housing, input gear, and structural components were designed in CAD for additive manufacturing, while the power transmission components use commercially available 1045 carbon steel spur gears, shafts, bearings, and shaft collars to improve durability and reduce manufacturing complexity.
Special consideration was given to pulley sizing, with the design recommending a 1 to 1.5 inch pulley radius to compensate for increasing effective diameter as cable layers accumulate during operation.
Design Validation
To validate the custom printed input gear, finite element analysis was performed using the calculated gear loading. Based on the transmitted torque, the gear experiences an estimated normal tooth load of approximately 81 lbf. Simulation results showed that the PLA input gear remained below its material yield strength, providing confidence that the printed component could safely withstand expected operating conditions. Actual operating loads are expected to be lower than the conservative design case used during analysis.
Cost Optimization
Rather than designing every component from scratch, the gearbox was intentionally engineered around off-the-shelf mechanical components. Standard steel gears, bearings, shafts, and collars significantly reduced machining requirements while improving reliability. Combined with custom 3D printed structural components, the complete mechanical assembly achieved a hardware cost of approximately $91 before shipping, making the design both economical and manufacturable.
Results
The final design produced a compact, two-stage gearbox with an approximately 9:1 gear reduction capable of meeting the required animation speed while remaining within the project's size and budget constraints. MATLAB analysis guided the selection of the optimal gear ratio, finite element analysis verified that the custom 3D printed input gear remained below its yield limit under conservative loading, and the complete gearbox was designed with an estimated hardware cost of approximately $91 before shipping. The project successfully demonstrated the integration of analytical calculations, CAD, simulation, and cost-conscious mechanical design into a manufacturable solution.