ECE 640: Intro to Biomedical Engineering

35
ECE 640: Intro to Biomedical Engineering -Guruprasad A. Giridharan

description

ECE 640: Intro to Biomedical Engineering. -Guruprasad A. Giridharan. Human Circulatory System. The Heart Natural Control Nervous Humoral Local Failing Heart Why it happens? Effects. Why Model?. Learning tool Inexpensive research tool First step of device design - PowerPoint PPT Presentation

Transcript of ECE 640: Intro to Biomedical Engineering

Page 1: ECE 640: Intro to Biomedical Engineering

ECE 640: Intro to Biomedical Engineering

-Guruprasad A. Giridharan

Page 2: ECE 640: Intro to Biomedical Engineering

Human Circulatory SystemThe HeartNatural Control

NervousHumoralLocal

Failing HeartWhy it happens?Effects

Page 3: ECE 640: Intro to Biomedical Engineering

Why Model?Learning toolInexpensive research toolFirst step of device designPredict effects and deepen

understandingPlay GOD !! (idealizations,

assumption, know true values)

Page 4: ECE 640: Intro to Biomedical Engineering

Modeling:Human Circulatory System

Utah Circulation Model (UCM)

Page 5: ECE 640: Intro to Biomedical Engineering

Modeling AssumptionsPhysical parameters are linear and

lumpableBlood flow is influenced only by

pressure, resistance and complianceBlood is a Newtonian fluidIdeal valvesResistance and compliance remains

constant for any block (except heart)

Page 6: ECE 640: Intro to Biomedical Engineering

Modeling: Active and Passive blocks

P= Pressure, V= Volume, C= Compliance, F= Flow rate,R=Resistance

Page 7: ECE 640: Intro to Biomedical Engineering

Modeling:Human Circulatory System

Page 8: ECE 640: Intro to Biomedical Engineering

Modeling:Valves

Page 9: ECE 640: Intro to Biomedical Engineering

Modeling:Failing LH, during rest

Page 10: ECE 640: Intro to Biomedical Engineering

Modeling:Failing LH, during exercise

Page 11: ECE 640: Intro to Biomedical Engineering

Ventricular Assist DeviceWhat is a VAD

Axial & Centrifugal Flow VADsHow does it help?

VAD ControlObjectives

Adequate perfusionAvoiding SuctionLow rpm oscillationsSensor Issues

Previous strategies

©2000 MicroMed Technology, Inc

©2000 MicroMed Technology, Inc

Page 12: ECE 640: Intro to Biomedical Engineering

The DeBakey/NASA VAD

Page 13: ECE 640: Intro to Biomedical Engineering

VAD Model Equations & Assumptions

RPMTorqueFlow

Modeling:Ventricular Assist Device

Page 14: ECE 640: Intro to Biomedical Engineering

Modeling:Ventricular Assist Device

J= Inertia of the rotor, Te= Motor Torque, Tp= Load Torque,= rpm, I= Amplitude of phase current, Fp= Pump Flow rate

Page 15: ECE 640: Intro to Biomedical Engineering

Modeling:Model Integration

Page 16: ECE 640: Intro to Biomedical Engineering

Modeling: Axial Flow VADModel Integration

Page 17: ECE 640: Intro to Biomedical Engineering

Modeling:Model Integration

Page 18: ECE 640: Intro to Biomedical Engineering

Modeling:Model Integration

Page 19: ECE 640: Intro to Biomedical Engineering

ControlControl Objective

RPM constraint Why P setpoint ? Equations

PI VAD controllerSimulation Results

Page 20: ECE 640: Intro to Biomedical Engineering

Control:Constraints and Objective function

Page 21: ECE 640: Intro to Biomedical Engineering

Control:Control Schematic with 3 sensors

Page 22: ECE 640: Intro to Biomedical Engineering

VAD Control:Weak LH, Centrifugal VAD, at rest

Page 23: ECE 640: Intro to Biomedical Engineering

No VAD:Weak LH, during rest

Page 24: ECE 640: Intro to Biomedical Engineering

Performance of the PI VAD Controller

Page 25: ECE 640: Intro to Biomedical Engineering

Sensor IssuesRequired 3 sensors (2 pressure, 1

rpm)Pressure sensors unreliableData NoiseEstimate pressure using rpm and

currentExtended Kalman filter for estimation

Page 26: ECE 640: Intro to Biomedical Engineering

1 Sensor (rpm sensor only)Weak LH with VAD, during rest

Page 27: ECE 640: Intro to Biomedical Engineering

1 Sensor (rpm sensor only)Weak LH with VAD, during rest

Page 28: ECE 640: Intro to Biomedical Engineering

Performance of the PI VAD Controller with P Estimator

Page 29: ECE 640: Intro to Biomedical Engineering

Artificial Vasculature Device (AVD)Conceptual recovery directed device.No damage to the left ventricle.Ability to alter the impedence seen

by the LV.Increase coronary perfusion by

counter-pulsation.

Page 30: ECE 640: Intro to Biomedical Engineering

Design and In-vivo setup

Artificial VasculatureConcept Device

Outflow Cannula

Inflow Cannula

Transonic Inflow Probe

LV Pressure/VolumeCatheter

Transonic Outflow Probe

Transonic Coronary ArteryFlow Probe

IntramyocardialPressure Transducer

EmptyingInletValve

Outlet Valve Return

to Aorta

Linear Actuator

Artificial VasculatureConcept Device

To Power Supplyand Controller

FillingInletValve

Outlet Valve

From Aorta

Page 31: ECE 640: Intro to Biomedical Engineering

Artificial Vasculature Device (AVD)

S.V

ArtificialValve

AorticValve

e

Left Heart

AVD

Aorta

FS

PS

Rref

FilterRact

FlowSensor

PressureSensorP

S

FS

Controller

Page 32: ECE 640: Intro to Biomedical Engineering

Modeling of the AVD

Page 33: ECE 640: Intro to Biomedical Engineering

Reduce resistance and increase cardiac output

Page 34: ECE 640: Intro to Biomedical Engineering

Reducing Resistance

Page 35: ECE 640: Intro to Biomedical Engineering

Controller action