← Back to Projects

Autonomous Multi-Axis Force Compliance System

Three-Motor Delta Actuator — Self-Calibrating PD Force Compliance

Sourced for Techno Coatings deployment2025 – 2026Undergraduate / graduate–level engineering scopeCEO-commended · Self-calibrating finishing
Autonomous Multi-Axis Force Compliance System photo 1

Highlight

Impact & Results

  • Evaluated by Techno Coatings and being sourced for deployment across their facility
  • Intended for use by 100–500 employees actively in production
  • Step toward fully autonomous surface finishing that replaces skilled manual labor
  • Ability to sand and balance objects thrown onto the system without fastening, a revolutionary step the CEO commended greatly

Project Overview

Engineered a three-motor delta actuator with 3× Teensy 4.1s, 3× SimpleFOC shields, and 3× absolute encoders — one dedicated controller per motor axis (work done at undergraduate and graduate level).

Implemented automatic stall-detection homing: motors push down until contact, record mechanical zero, then lift to a calibrated hold position autonomously on every boot. Implemented a PD force-compliance controller so the system actively pushes back against external forces rather than rigidly locking, delivering consistent pressure on uneven rotating surfaces.

Autonomous Multi-Axis Force Compliance System photo 2

Key Features

  • Three-motor delta actuator with per-axis Teensy 4.1 + SimpleFOC + absolute encoder
  • Automatic stall-detection homing with mechanical zero recording on every boot
  • PD force-compliance control that yields under external force instead of locking rigid
  • Consistent pressure on uneven and rotating surfaces
  • Path toward sanding and balancing objects without fastening or manual adjustment

Technical Challenges

  • Coordinating three independent FOC axes into a stable delta end-effector
  • Reliable contact-based homing without damaging tools or workpieces
  • Tuning PD compliance for uneven rotating surfaces under live load
  • Bridging lab-grade controls into a facility-ready finishing workflow

Technologies Used

Teensy 4.1SimpleFOCAbsolute EncodersDelta ActuatorPD Force ComplianceStall-Detection Homing