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H1 Design Evolution

Subspecies progression and technical development

H1 Subspecies Taxonomy

Kingdom: Cybernetic Organism
Order: Electromagnetic Communicator
Family: Hysteresis
Genus: I

Subspecies Progression

  • H1a: Alpha Rings - Foundational four-motor approach
  • H1b: Beta Rings - Mechanical refinement phase
  • H1c: Echo Knuckle - Biomorphic breakthrough via generative design
  • H1d: Fox Knuckle - Prehensile movement, double threading
  • H1e: Motor System Upgrade - BLDC conversion, RP2040 dual-core architecture

H1a: Alpha Rings

July 2025 - Foundational Development

Technical Specifications

  • Motors: 4x SG-90 servo motors
  • Structure: Ring-based modular assembly
  • Control: Basic position coordination
  • Range: Limited 180° servo operation

Material Characteristics

  • PLA 3D printed components
  • Standard servo mounting approaches
  • Basic mechanical coupling between segments
  • Rigid structural connections

Evolutionary Pressures

Initial proof-of-concept focused on basic multi-segment coordination. Primary constraints were servo limitations and mechanical simplicity. Ring structure provided modular approach but created mechanical complexity in assembly.


H1b: Beta Rings

July 2025 - Mechanical Refinement

Technical Improvements

  • Refined ring geometry for improved assembly
  • Enhanced servo mounting stability
  • Better cable management integration
  • Improved mechanical coupling between segments

Material Evolution

  • Optimized wall thickness for strength/weight balance
  • Better print orientation for structural integrity
  • Reduced support material requirements
  • Enhanced surface finish quality

Behavioral Characteristics

Improved movement smoothness through mechanical refinements. Better structural integrity enabled more confident motion patterns. Reduced mechanical play improved position accuracy.


H1c: Echo Knuckle

July 2025 - Biomorphic Breakthrough

Morphological Innovation

  • Transition from ring-based to knuckle-joint architecture
  • Organic flowing forms replacing geometric modularity
  • Integration of mounting points into structural geometry
  • Biomorphic aesthetic through generative design approach

Technical Specifications

  • Structure: Integrated knuckle-joint design
  • Materials: Advanced PLA printing with optimized geometries
  • Assembly: Reduced part count through integrated design
  • Range: Improved mechanical advantage and movement range

Design Philosophy Shift

Echo Knuckle represents the transition from mechanical assemblage to integrated organism design. The biomorphic forms emerged from functional requirements rather than aesthetic choices, creating organic appearance through structural optimization.

Behavioral Impact

Enhanced movement quality through improved mechanical design. More natural motion patterns enabled by joint geometry. Better structural integration reduced mechanical complexity while improving performance.


H1d: Fox Knuckle

July-August 2025 - Advanced Development

Advanced Features

  • Prehensile Capability: Enhanced grasping and manipulation
  • Double Threading: Improved mechanical advantage through compound threading
  • Enhanced Range: Expanded movement envelope
  • Refined Aesthetics: Further biomorphic refinement

Technical Innovations

  • Advanced joint geometry for expanded range
  • Improved mechanical advantage through threading optimization
  • Enhanced structural integration
  • Better cable routing and management

Materials and Manufacturing

  • Optimized print settings for complex geometries
  • Advanced support strategies for intricate forms
  • Improved surface finish through post-processing
  • Better mechanical properties through material selection

Cross-Subspecies Learning

Material Optimization Progression

Each subspecies iteration improved on material usage, structural efficiency, and manufacturing approaches. Progressive refinement of 3D printing parameters enabled increasingly complex geometries while maintaining structural integrity.

Mechanical Evolution

Movement quality improved through each iteration:

  • H1a: Basic coordination
  • H1b: Mechanical stability
  • H1c: Organic motion quality
  • H1d: Advanced manipulation capability

Design Integration

Evolution toward integrated design where aesthetic, functional, and manufacturing requirements converge into unified solutions rather than compromised assemblages.


H1e: Motor System Upgrade

August 2025 - BLDC Conversion and Dual-Core Architecture

Technical Revolution

  • Control Architecture: RP2040 dual-core processing
  • Motor System: BLDC motors with SimpleFOC control
  • Encoders: AS5600 12-bit magnetic position feedback
  • Power Supply: 9V external supply for motor power
  • Mechanical Interface: Existing capstan drive system retained

Dual-Core Processing Strategy

Core 0: Behavioral Intelligence

  • SearchingV31 state machine execution
  • Grid memory and spatial weighting algorithms
  • Communication protocol processing
  • LED brightness modulation timing

Core 1: Real-time Motor Control

  • SimpleFOC position control loops
  • AS5600 encoder reading and processing
  • PWM generation for motor phases
  • Inter-core communication via FreeRTOS queues

Evolutionary Drivers

Reliability Requirements: Servo failure every 7 days under continuous operation necessitated BLDC upgrade for gallery installation (30+ day operation requirement).

Workspace Expansion: 180° servo limitation constrains exploration to 50° cone. BLDC system enables full hemispherical coverage through unlimited rotation capability.

Processing Architecture: Complex behavioral algorithms require dedicated processing core separation from real-time motor control for optimal performance.

Implementation Approach

Phase 1: XXD A2212 unloaded testing for SimpleFOC validation and dual-core architecture proof-of-concept Phase 2: 1503 motor integration with mechanical capstan system when hardware arrives Phase 3: Production encoder packaging optimization (AS5600 breakout boards suitable for prototyping but require custom PCB integration)


Current Status

Active Development: H1e Motor System Upgrade represents current evolutionary frontier Architecture Transition: Moving from single-core Arduino to dual-core RP2040 processing Motor Technology: BLDC conversion for gallery-grade reliability and expanded workspace Behavioral Sophistication: Advanced territorial exploration through V31 algorithms with dual-core execution Communication Integration: LED-based electromagnetic field visualization with dedicated processing core


Future H1 Development

Hardware Evolution

  • BLDC motor integration for improved reliability and range
  • Enhanced sensor integration for environmental coupling
  • Advanced materials for improved performance characteristics

Behavioral Development

  • More sophisticated territorial exploration algorithms
  • Enhanced multi-unit coordination capabilities
  • Advanced environmental response patterns

Communication Enhancement

  • Improved optical communication protocols
  • Enhanced environmental field visualization
  • Multi-spectrum communication capability

H1 represents the foundational species for cybernetic organism development, with each subspecies contributing essential evolutionary developments toward autonomous aesthetic system emergence.