Синтетические биосигналы и Hardware-in-the-Loop для медицинских приборов

VitalSimulator генерирует клинически достоверные, математически верифицированные синтетические потоки физиологических данных, позволяя производителям медтехники стресс-тестировать прошивки, обучать ИИ и проводить испытания in silico без риска для людей.

VitalSimulator In Silico Simulation Architecture

Computational Physiology Engine and Hardware Signal Generator

Central System: Physiological Physics Engine - Multi-Compartment Human Model

Clinical IoMT Nodes

  • Lumped-Parameter Hemodynamic Core
  • 3D Cellular Electrophysiology
  • Respiratory Mechanics Twin
  • Precision DAC Signal Injector
  • Target Medical Device Under Test

Architectural Layers & Regulatory Standards

  • Multi-Compartment Hemodynamic Modeling (Nonlinear ODE Solver / 21-Compartment Circulatory Twin): Numerical solution of Navier-Stokes and Windkessel differential equations simulating pressure drops across cardiac chambers and vascular beds.
  • Cellular Cardiac Electrophysiology (Bidomain Reaction-Diffusion Solver / GPU Finite Element Acceleration): Biophysical simulations of ion channel kinetics (ten Tusscher-Panfilov model) producing authentic 12-lead ECG surface potentials.
  • Synthetic Respiratory Dynamics (Two-Compartment Viscoelastic Lung Model / PaO2/PaCO2 Blood Gas Simulator): Simulation of airway resistance, lung compliance, alveolar gas exchange, and ventilator patient-asynchrony events.
  • Hardware-in-the-Loop (HIL) Physical Injection (24-Bit Precision DAC / High-CMRR Bio-Impedance Synthesizer): Converting computational waveforms into calibrated microvolt biopotentials and pneumatic pressure waves for physical device inputs.

Key Metrics: < 10 µV (ECG Voltage Resolution) | 100 kHz (Waveform Synthesis Rate) | ASME V&V 40 (Verification Standard) | Zero (Human Clinical Exposure Risk)

Замена испытаний на животных и клинического риска высокоточной физикой

Testing life-critical medical devices against rare ventricular arrhythmias or pediatric respiratory distress in living patients is dangerous and ethically constrained. VitalSimulator provides deterministic digital twin physiology running in real time.

Core Engineering Areas

Technical Articles

Related Cluster Architecture Specifications