Research & Development Laboratory

Controlling Chaos with
Mathematics

We bridge the gap between Physical Laws and Artificial Intelligence. Advanced control architectures for the next generation of Energy and Motion.

Official Status

United States Patent Pending

The "Linear Embedding Control" architecture is now legally protected by the USPTO. Verified proprietary technology for non-linear dynamical systems.

App No: 63/959,937
Date: Jan 14, 2026
USPTO Electronic Receipt
View Document

Project: Wing Craft

Autonomous Flight Stabilization

Managing non-linear aerodynamics in real-time. Our Koopman Operator framework stabilizes flight dynamics without relying on heavy neural networks, ensuring mathematically proven safety margins.

View Blueprint Read Original Paper
LIVE SIMULATION AVAILABLE

Project: Solar Guardian

Zero-Inertia Grid Security

Using Physics Manifolds to detect cyber-attacks in < 0.06s vs. cloud shading. Our Koopman-Kalman Safeguard (KKS) provides mathematical robustness to the grid edge.

Scenario A (Nature)

● PASSED (Robust)

Scenario B (Attack)

● DETECTED (Secure)

Read Case Study
DEPLOYED

Project: Ion Sentinel

Li-Ion Electrochemical Twin

Controlling the chemical chaos inside a battery cell. Our Lightweight Koopman Engine predicts voltage dynamics faster than traditional Equivalent Circuit Models (ECM), ensuring safety without heavy computation.

BMS Linearization Graph
Real-Time Linearization
HARDWARE READY
Koopman vs PI Graph
LQR Stabilized Response

Project: Kinetic Core

"Infinite Stiffness" PMSM Control

Forget settling time. We use Data-Driven Koopman Operators + LQR to achieve instant load recovery. The graph on the left isn't theory—it's a benchmark against the industry-standard PI controller.

Watch Demo
Interactive Simulation

Prove the Math Yourself

Don't just take our word for it. Input your specific hardware parameters below and simulate how the Koopman-Kalman Safeguard (KKS) stabilizes the grid in real-time.

Parameters

Simulating 100Ω → 10Ω Load Surge
Standard PID
Bangsaen KKS

Waiting for input...

Auto-Tuning Gain (K): -
STATUS: READY

Satisfied with the simulation?

ARCHITECTURE SECURITY NOTICE

This browser-based simulation utilizes a linearized approximation model for low-latency demonstration purposes. The production-grade Infinite-Dimensional Lifted Space Koopman Operator runs exclusively on our secure backend kernel to protect Intellectual Property.