š§ Envelope Control
This repository studies control architectures that explicitly treat operational envelopes
(sensor, actuator, and VāI limits) as first-class control states.

š” Concept
Conventional control systems prioritize performance and tracking accuracy.
Envelope Control instead prioritizes staying within the physically and operationally safe region
of the controlled system.
In this framework:
- š Exceeding an operational envelope is treated as a state transition, not a disturbance
- š§ Finite State Machines (FSM) determine which control modes are permitted
- š Reconfiguration or redesign proposals may be generated externally,
but application is strictly gated by predefined envelope constraints
š See:
š§ Key Ideas
- š¦ Operational envelopes are explicit states, not implicit assumptions
- š” Safety and survivability override performance optimization
- š§© Degradation is handled by mode restriction, not aggressive adaptation
- š Control systems must continue operating safely
even under partial failures
š See:
š Typical Use Cases
- š Multirotor drones with sensor or actuator degradation
- š¤ Safety-critical robotic systems
- š° Long-duration autonomous systems with aging components
- ā” Systems operating under strict power (VāI) constraints
š Example:
š Scope
This repository focuses on architectural principles and design patterns.
It is not tied to a specific control law, optimizer, or AI model.
š š« Explicitly excluded:
- Real-time learning controllers
- Autonomous decision-making agents
- Runtime envelope redefinition
š Status
This repository represents an independent research direction,
separate from prior AITL controller studies.
š š Design notes (non-normative):
Envelope Control emphasizes knowing when not to exceed limits,
rather than how to optimize beyond them.
Author
| š Item |
Details |
| Name |
Shinichi Samizo |
| Expertise |
Semiconductor devices (logic, memory, high-voltage mixed-signal) Thin-film piezo actuators for inkjet systems PrecisionCore printhead productization, BOM management, ISO training |
| GitHub |
 |
License

| š Item |
License |
Description |
| Source Code |
MIT License |
Free to use, modify, and redistribute |
| Text Materials |
CC BY 4.0 or CC BY-SA 4.0 |
Attribution required; share-alike applies for BY-SA |
| Figures & Diagrams |
CC BY-NC 4.0 |
Non-commercial use only |
| External References |
Follow the original license |
Cite the original source properly |
Feedback
Suggestions, improvements, and discussions are welcome via GitHub Discussions.
