dustin house ∙ chris moorman john mouser ∙ brian neill ∙ jack skinner advisors: dr. juliet...
TRANSCRIPT
Dustin House ∙ Chris Moorman
John Mouser ∙ Brian Neill ∙ Jack Skinner
Advisors:Dr. Juliet Hurtig
Dr. John-David Yoder
A Self-Tuning Acoustic GuitarA Self-Tuning Acoustic Guitar
Defining own sound Creating tuning schemes Difficulty with accurate tuning String breaks during a performance Existing tuning methods require the user to
do all of the work
Problem IdentificationProblem Identification
Recognition of a plucked string Fundamental frequency is recorded The tension in the string is adjusted to
obtain the desired frequency Motor is used to turn the tuning peg
System OverviewSystem Overview
Transducer Motorola 56F826EVM DSP Board MC68HC12 Microcontroller LCD, Keypad, and LEDs Servo Motor Spur Gears
ComponentsComponents
HardwareHardware
Keypad (Frequency/Mode)
LCD
User Input
Microcontroller(Memory)
Microcontroller (Logic)
Microcontroller (Motor)
Amplifier Motor
Motor Position
-
x+
MicrophoneKeypad (Tuning)
DSP Board (Frequency)
HardwareHardware
Keypad (Frequency/Mode)
LCD
User Input
Microcontroller(Memory)
Microcontroller (Logic)
Microcontroller (Motor)
Amplifier Motor
Motor Position
-
x+
MicrophoneKeypad (Tuning)
DSP Board (Frequency)
HardwareHardware
Keypad (Frequency/Mode)
LCD
User Input
Microcontroller(Memory)
Microcontroller (Logic)
Microcontroller (Motor)
Amplifier Motor
Motor Position
-
x+
MicrophoneKeypad (Tuning)
DSP Board (Frequency)
HardwareHardware
Keypad (Frequency/Mode)
LCD
User Input
Microcontroller(Memory)
Microcontroller (Logic)
Microcontroller (Motor)
Amplifier Motor
Motor Position
-
x+
MicrophoneKeypad (Tuning)
DSP Board (Frequency)
HardwareHardware
Keypad (Frequency/Mode)
LCD
User Input
Microcontroller(Memory)
Microcontroller (Logic)
Microcontroller (Motor)
Amplifier Motor
Motor Position
-
x+
MicrophoneKeypad (Tuning)
DSP Board (Frequency)
HardwareHardware
Keypad (Frequency/Mode)
LCD
User Input
Microcontroller(Memory)
Microcontroller (Logic)
Microcontroller (Motor)
Amplifier Motor
Motor Position
-
x+
MicrophoneKeypad (Tuning)
DSP Board (Frequency)
HardwareHardware
Keypad (Frequency/Mode)
LCD
User Input
Microcontroller(Memory)
Microcontroller (Logic)
Microcontroller (Motor)
Amplifier Motor
Motor Position
-
x+
MicrophoneKeypad (Tuning)
DSP Board (Frequency)
HardwareHardware
Keypad (Frequency/Mode)
LCD
User Input
Microcontroller(Memory)
Microcontroller (Logic)
Microcontroller (Motor)
Amplifier Motor
Motor Position
-
x+
MicrophoneKeypad (Tuning)
DSP Board (Frequency)
HardwareHardware
Keypad (Frequency/Mode)
LCD
User Input
Microcontroller(Memory)
Microcontroller (Logic)
Microcontroller (Motor)
Amplifier Motor
Motor Position
-
x+
MicrophoneKeypad (Tuning)
DSP Board (Frequency)
HardwareHardware
Keypad (Frequency/Mode)
LCD
User Input
Microcontroller(Memory)
Microcontroller (Logic)
Microcontroller (Motor)
Amplifier Motor
Motor Position
-
x+
MicrophoneKeypad (Tuning)
DSP Board (Frequency)
HardwareHardware
Keypad (Frequency/Mode)
LCD
User Input
Microcontroller(Memory)
Microcontroller (Logic)
Microcontroller (Motor)
Amplifier Motor
Motor Position
-
x+
MicrophoneKeypad (Tuning)
DSP Board (Frequency)
HardwareHardware
Keypad (Frequency/Mode)
LCD
User Input
Microcontroller(Memory)
Microcontroller (Logic)
Microcontroller (Motor)
Amplifier Motor
Motor Position
-
x+
MicrophoneKeypad (Tuning)
DSP Board (Frequency)
HardwareHardware
Keypad (Frequency/Mode)
LCD
User Input
Microcontroller(Memory)
Microcontroller (Logic)
Microcontroller (Motor)
Amplifier Motor
Motor Position
-
x+
MicrophoneKeypad (Tuning)
DSP Board (Frequency)
HardwareHardware
Keypad (Frequency/Mode)
LCD
User Input
Microcontroller(Memory)
Microcontroller (Logic)
Microcontroller (Motor)
Amplifier Motor
Motor Position
-
x+
MicrophoneKeypad (Tuning)
DSP Board (Frequency)
SoftwareSoftwareWait for
Keypad Input
Input Received
Key 1?
Store Note 1 in Mem.
Key 2?
Store Note 2 in Mem.
Key 3?
Store Note 3 in Mem.
Key 4?
Set Manual Tuning
Key 5?
Begin Tuning
Key 6?
Set Auto Tuning
Receive Microphone
Input
Actual > Desired
Actual < Desired
Actual = Desired
Turn Motor (Loosen)
Turn Motor(Tighten)
Disable Tuning
Output to LCD / LEDs
Output to LCD / LEDs
Output Error
Manual Tuning?
Manual Tuning?
Yes Yes Yes Yes Yes Yes
YesYesYes
Yes Yes
No No No No No No
NoNoNo
NoNo
SoftwareSoftwareWait for
Keypad Input
Input Received
Key 1?
Store Note 1 in Mem.
Key 2?
Store Note 2 in Mem.
Key 3?
Store Note 3 in Mem.
Key 4?
Set Manual Tuning
Key 5?
Begin Tuning
Key 6?
Set Auto Tuning
Receive Microphone
Input
Actual > Desired
Actual < Desired
Actual = Desired
Turn Motor (Loosen)
Turn Motor(Tighten)
Disable Tuning
Output to LCD / LEDs
Output to LCD / LEDs
Output Error
Manual Tuning?
Manual Tuning?
Yes Yes Yes Yes Yes Yes
YesYesYes
Yes Yes
No No No No No No
NoNoNo
NoNo
SoftwareSoftwareWait for
Keypad Input
Input Received
Key 1?
Store Note 1 in Mem.
Key 2?
Store Note 2 in Mem.
Key 3?
Store Note 3 in Mem.
Key 4?
Set Manual Tuning
Key 5?
Begin Tuning
Key 6?
Set Auto Tuning
Receive Microphone
Input
Actual > Desired
Actual < Desired
Actual = Desired
Turn Motor (Loosen)
Turn Motor(Tighten)
Disable Tuning
Output to LCD / LEDs
Output to LCD / LEDs
Output Error
Manual Tuning?
Manual Tuning?
Yes Yes Yes Yes Yes Yes
YesYesYes
Yes Yes
No No No No No No
NoNoNo
NoNo
SoftwareSoftwareWait for
Keypad Input
Input Received
Key 1?
Store Note 1 in Mem.
Key 2?
Store Note 2 in Mem.
Key 3?
Store Note 3 in Mem.
Key 4?
Set Manual Tuning
Key 5?
Begin Tuning
Key 6?
Set Auto Tuning
Receive Microphone
Input
Actual > Desired
Actual < Desired
Actual = Desired
Turn Motor (Loosen)
Turn Motor(Tighten)
Disable Tuning
Output to LCD / LEDs
Output to LCD / LEDs
Output Error
Manual Tuning?
Manual Tuning?
Yes Yes Yes Yes Yes Yes
YesYesYes
Yes Yes
No No No No No No
NoNoNo
NoNo
SoftwareSoftwareWait for
Keypad Input
Input Received
Key 1?
Store Note 1 in Mem.
Key 2?
Store Note 2 in Mem.
Key 3?
Store Note 3 in Mem.
Key 4?
Set Manual Tuning
Key 5?
Begin Tuning
Key 6?
Set Auto Tuning
Receive Microphone
Input
Actual > Desired
Actual < Desired
Actual = Desired
Turn Motor (Loosen)
Turn Motor(Tighten)
Disable Tuning
Output to LCD / LEDs
Output to LCD / LEDs
Output Error
Manual Tuning?
Manual Tuning?
Yes Yes Yes Yes Yes Yes
YesYesYes
Yes Yes
No No No No No No
NoNoNo
NoNo
SoftwareSoftwareWait for
Keypad Input
Input Received
Key 1?
Store Note 1 in Mem.
Key 2?
Store Note 2 in Mem.
Key 3?
Store Note 3 in Mem.
Key 4?
Set Manual Tuning
Key 5?
Begin Tuning
Key 6?
Set Auto Tuning
Receive Microphone
Input
Actual > Desired
Actual < Desired
Actual = Desired
Turn Motor (Loosen)
Turn Motor(Tighten)
Disable Tuning
Output to LCD / LEDs
Output to LCD / LEDs
Output Error
Manual Tuning?
Manual Tuning?
Yes Yes Yes Yes Yes Yes
YesYesYes
Yes Yes
No No No No No No
NoNoNo
NoNo
SoftwareSoftwareWait for
Keypad Input
Input Received
Key 1?
Store Note 1 in Mem.
Key 2?
Store Note 2 in Mem.
Key 3?
Store Note 3 in Mem.
Key 4?
Set Manual Tuning
Key 5?
Begin Tuning
Key 6?
Set Auto Tuning
Receive Microphone
Input
Actual > Desired
Actual < Desired
Actual = Desired
Turn Motor (Loosen)
Turn Motor(Tighten)
Disable Tuning
Output to LCD / LEDs
Output to LCD / LEDs
Output Error
Manual Tuning?
Manual Tuning?
Yes Yes Yes Yes Yes Yes
YesYesYes
Yes Yes
No No No No No No
NoNoNo
NoNo
SoftwareSoftwareWait for
Keypad Input
Input Received
Key 1?
Store Note 1 in Mem.
Key 2?
Store Note 2 in Mem.
Key 3?
Store Note 3 in Mem.
Key 4?
Set Manual Tuning
Key 5?
Begin Tuning
Key 6?
Set Auto Tuning
Receive Microphone
Input
Actual > Desired
Actual < Desired
Actual = Desired
Turn Motor (Loosen)
Turn Motor(Tighten)
Disable Tuning
Output to LCD / LEDs
Output to LCD / LEDs
Output Error
Manual Tuning?
Manual Tuning?
Yes Yes Yes Yes Yes Yes
YesYesYes
Yes Yes
No No No No No No
NoNoNo
NoNo
SoftwareSoftwareWait for
Keypad Input
Input Received
Key 1?
Store Note 1 in Mem.
Key 2?
Store Note 2 in Mem.
Key 3?
Store Note 3 in Mem.
Key 4?
Set Manual Tuning
Key 5?
Begin Tuning
Key 6?
Set Auto Tuning
Receive Microphone
Input
Actual > Desired
Actual < Desired
Actual = Desired
Turn Motor (Loosen)
Turn Motor(Tighten)
Disable Tuning
Output to LCD / LEDs
Output to LCD / LEDs
Output Error
Manual Tuning?
Manual Tuning?
Yes Yes Yes Yes Yes Yes
YesYesYes
Yes Yes
No No No No No No
NoNoNo
NoNo
SoftwareSoftwareWait for
Keypad Input
Input Received
Key 1?
Store Note 1 in Mem.
Key 2?
Store Note 2 in Mem.
Key 3?
Store Note 3 in Mem.
Key 4?
Set Manual Tuning
Key 5?
Begin Tuning
Key 6?
Set Auto Tuning
Receive Microphone
Input
Actual > Desired
Actual < Desired
Actual = Desired
Turn Motor (Loosen)
Turn Motor(Tighten)
Disable Tuning
Output to LCD / LEDs
Output to LCD / LEDs
Output Error
Manual Tuning?
Manual Tuning?
Yes Yes Yes Yes Yes Yes
YesYesYes
Yes Yes
No No No No No No
NoNoNo
NoNo
SoftwareSoftwareWait for
Keypad Input
Input Received
Key 1?
Store Note 1 in Mem.
Key 2?
Store Note 2 in Mem.
Key 3?
Store Note 3 in Mem.
Key 4?
Set Manual Tuning
Key 5?
Begin Tuning
Key 6?
Set Auto Tuning
Receive Microphone
Input
Actual > Desired
Actual < Desired
Actual = Desired
Turn Motor (Loosen)
Turn Motor(Tighten)
Disable Tuning
Output to LCD / LEDs
Output to LCD / LEDs
Output Error
Manual Tuning?
Manual Tuning?
Yes Yes Yes Yes Yes Yes
YesYesYes
Yes Yes
No No No No No No
NoNoNo
NoNo
SoftwareSoftwareWait for
Keypad Input
Input Received
Key 1?
Store Note 1 in Mem.
Key 2?
Store Note 2 in Mem.
Key 3?
Store Note 3 in Mem.
Key 4?
Set Manual Tuning
Key 5?
Begin Tuning
Key 6?
Set Auto Tuning
Receive Microphone
Input
Actual > Desired
Actual < Desired
Actual = Desired
Turn Motor (Loosen)
Turn Motor(Tighten)
Disable Tuning
Output to LCD / LEDs
Output to LCD / LEDs
Output Error
Manual Tuning?
Manual Tuning?
Yes Yes Yes Yes Yes Yes
YesYesYes
Yes Yes
No No No No No No
NoNoNo
NoNo
SoftwareSoftwareWait for
Keypad Input
Input Received
Key 1?
Store Note 1 in Mem.
Key 2?
Store Note 2 in Mem.
Key 3?
Store Note 3 in Mem.
Key 4?
Set Manual Tuning
Key 5?
Begin Tuning
Key 6?
Set Auto Tuning
Receive Microphone
Input
Actual > Desired
Actual < Desired
Actual = Desired
Turn Motor (Loosen)
Turn Motor(Tighten)
Disable Tuning
Output to LCD / LEDs
Output to LCD / LEDs
Output Error
Manual Tuning?
Manual Tuning?
Yes Yes Yes Yes Yes Yes
YesYesYes
Yes Yes
No No No No No No
NoNoNo
NoNo
SoftwareSoftwareWait for
Keypad Input
Input Received
Key 1?
Store Note 1 in Mem.
Key 2?
Store Note 2 in Mem.
Key 3?
Store Note 3 in Mem.
Key 4?
Set Manual Tuning
Key 5?
Begin Tuning
Key 6?
Set Auto Tuning
Receive Microphone
Input
Actual > Desired
Actual < Desired
Actual = Desired
Turn Motor (Loosen)
Turn Motor(Tighten)
Disable Tuning
Output to LCD / LEDs
Output to LCD / LEDs
Output Error
Manual Tuning?
Manual Tuning?
Yes Yes Yes Yes Yes Yes
YesYesYes
Yes Yes
No No No No No No
NoNoNo
NoNo
SoftwareSoftwareWait for
Keypad Input
Input Received
Key 1?
Store Note 1 in Mem.
Key 2?
Store Note 2 in Mem.
Key 3?
Store Note 3 in Mem.
Key 4?
Set Manual Tuning
Key 5?
Begin Tuning
Key 6?
Set Auto Tuning
Receive Microphone
Input
Actual > Desired
Actual < Desired
Actual = Desired
Turn Motor (Loosen)
Turn Motor(Tighten)
Disable Tuning
Output to LCD / LEDs
Output to LCD / LEDs
Output Error
Manual Tuning?
Manual Tuning?
Yes Yes Yes Yes Yes Yes
YesYesYes
Yes Yes
No No No No No No
NoNoNo
NoNo
SoftwareSoftwareWait for
Keypad Input
Input Received
Key 1?
Store Note 1 in Mem.
Key 2?
Store Note 2 in Mem.
Key 3?
Store Note 3 in Mem.
Key 4?
Set Manual Tuning
Key 5?
Begin Tuning
Key 6?
Set Auto Tuning
Receive Microphone
Input
Actual > Desired
Actual < Desired
Actual = Desired
Turn Motor (Loosen)
Turn Motor(Tighten)
Disable Tuning
Output to LCD / LEDs
Output to LCD / LEDs
Output Error
Manual Tuning?
Manual Tuning?
Yes Yes Yes Yes Yes Yes
YesYesYes
Yes Yes
No No No No No No
NoNoNo
NoNo
SoftwareSoftwareWait for
Keypad Input
Input Received
Key 1?
Store Note 1 in Mem.
Key 2?
Store Note 2 in Mem.
Key 3?
Store Note 3 in Mem.
Key 4?
Set Manual Tuning
Key 5?
Begin Tuning
Key 6?
Set Auto Tuning
Receive Microphone
Input
Actual > Desired
Actual < Desired
Actual = Desired
Turn Motor (Loosen)
Turn Motor(Tighten)
Disable Tuning
Output to LCD / LEDs
Output to LCD / LEDs
Output Error
Manual Tuning?
Manual Tuning?
Yes Yes Yes Yes Yes Yes
YesYesYes
Yes Yes
No No No No No No
NoNoNo
NoNo
SoftwareSoftwareWait for
Keypad Input
Input Received
Key 1?
Store Note 1 in Mem.
Key 2?
Store Note 2 in Mem.
Key 3?
Store Note 3 in Mem.
Key 4?
Set Manual Tuning
Key 5?
Begin Tuning
Key 6?
Set Auto Tuning
Receive Microphone
Input
Actual > Desired
Actual < Desired
Actual = Desired
Turn Motor (Loosen)
Turn Motor(Tighten)
Disable Tuning
Output to LCD / LEDs
Output to LCD / LEDs
Output Error
Manual Tuning?
Manual Tuning?
Yes Yes Yes Yes Yes Yes
YesYesYes
Yes Yes
No No No No No No
NoNoNo
NoNo
SoftwareSoftwareWait for
Keypad Input
Input Received
Key 1?
Store Note 1 in Mem.
Key 2?
Store Note 2 in Mem.
Key 3?
Store Note 3 in Mem.
Key 4?
Set Manual Tuning
Key 5?
Begin Tuning
Key 6?
Set Auto Tuning
Receive Microphone
Input
Actual > Desired
Actual < Desired
Actual = Desired
Turn Motor (Loosen)
Turn Motor(Tighten)
Disable Tuning
Output to LCD / LEDs
Output to LCD / LEDs
Output Error
Manual Tuning?
Manual Tuning?
Yes Yes Yes Yes Yes Yes
YesYesYes
Yes Yes
No No No No No No
NoNoNo
NoNo
SoftwareSoftwareWait for
Keypad Input
Input Received
Key 1?
Store Note 1 in Mem.
Key 2?
Store Note 2 in Mem.
Key 3?
Store Note 3 in Mem.
Key 4?
Set Manual Tuning
Key 5?
Begin Tuning
Key 6?
Set Auto Tuning
Receive Microphone
Input
Actual > Desired
Actual < Desired
Actual = Desired
Turn Motor (Loosen)
Turn Motor(Tighten)
Disable Tuning
Output to LCD / LEDs
Output to LCD / LEDs
Output Error
Manual Tuning?
Manual Tuning?
Yes Yes Yes Yes Yes Yes
YesYesYes
Yes Yes
No No No No No No
NoNoNo
NoNo
SoftwareSoftwareWait for
Keypad Input
Input Received
Key 1?
Store Note 1 in Mem.
Key 2?
Store Note 2 in Mem.
Key 3?
Store Note 3 in Mem.
Key 4?
Set Manual Tuning
Key 5?
Begin Tuning
Key 6?
Set Auto Tuning
Receive Microphone
Input
Actual > Desired
Actual < Desired
Actual = Desired
Turn Motor (Loosen)
Turn Motor(Tighten)
Disable Tuning
Output to LCD / LEDs
Output to LCD / LEDs
Output Error
Manual Tuning?
Manual Tuning?
Yes Yes Yes Yes Yes Yes
YesYesYes
Yes Yes
No No No No No No
NoNoNo
NoNo
SoftwareSoftwareWait for
Keypad Input
Input Received
Key 1?
Store Note 1 in Mem.
Key 2?
Store Note 2 in Mem.
Key 3?
Store Note 3 in Mem.
Key 4?
Set Manual Tuning
Key 5?
Begin Tuning
Key 6?
Set Auto Tuning
Receive Microphone
Input
Actual > Desired
Actual < Desired
Actual = Desired
Turn Motor (Loosen)
Turn Motor(Tighten)
Disable Tuning
Output to LCD / LEDs
Output to LCD / LEDs
Output Error
Manual Tuning?
Manual Tuning?
Yes Yes Yes Yes Yes Yes
YesYesYes
Yes Yes
No No No No No No
NoNoNo
NoNo
SoftwareSoftwareWait for
Keypad Input
Input Received
Key 1?
Store Note 1 in Mem.
Key 2?
Store Note 2 in Mem.
Key 3?
Store Note 3 in Mem.
Key 4?
Set Manual Tuning
Key 5?
Begin Tuning
Key 6?
Set Auto Tuning
Receive Microphone
Input
Actual > Desired
Actual < Desired
Actual = Desired
Turn Motor (Loosen)
Turn Motor(Tighten)
Disable Tuning
Output to LCD / LEDs
Output to LCD / LEDs
Output Error
Manual Tuning?
Manual Tuning?
Yes Yes Yes Yes Yes Yes
YesYesYes
Yes Yes
No No No No No No
NoNoNo
NoNo
SoftwareSoftwareWait for
Keypad Input
Input Received
Key 1?
Store Note 1 in Mem.
Key 2?
Store Note 2 in Mem.
Key 3?
Store Note 3 in Mem.
Key 4?
Set Manual Tuning
Key 5?
Begin Tuning
Key 6?
Set Auto Tuning
Receive Microphone
Input
Actual > Desired
Actual < Desired
Actual = Desired
Turn Motor (Loosen)
Turn Motor(Tighten)
Disable Tuning
Output to LCD / LEDs
Output to LCD / LEDs
Output Error
Manual Tuning?
Manual Tuning?
Yes Yes Yes Yes Yes Yes
YesYesYes
Yes Yes
No No No No No No
NoNoNo
NoNo
SoftwareSoftwareWait for
Keypad Input
Input Received
Key 1?
Store Note 1 in Mem.
Key 2?
Store Note 2 in Mem.
Key 3?
Store Note 3 in Mem.
Key 4?
Set Manual Tuning
Key 5?
Begin Tuning
Key 6?
Set Auto Tuning
Receive Microphone
Input
Actual > Desired
Actual < Desired
Actual = Desired
Turn Motor (Loosen)
Turn Motor(Tighten)
Disable Tuning
Output to LCD / LEDs
Output to LCD / LEDs
Output Error
Manual Tuning?
Manual Tuning?
Yes Yes Yes Yes Yes Yes
YesYesYes
Yes Yes
No No No No No No
NoNoNo
NoNo
SoftwareSoftwareWait for
Keypad Input
Input Received
Key 1?
Store Note 1 in Mem.
Key 2?
Store Note 2 in Mem.
Key 3?
Store Note 3 in Mem.
Key 4?
Set Manual Tuning
Key 5?
Begin Tuning
Key 6?
Set Auto Tuning
Receive Microphone
Input
Actual > Desired
Actual < Desired
Actual = Desired
Turn Motor (Loosen)
Turn Motor(Tighten)
Disable Tuning
Output to LCD / LEDs
Output to LCD / LEDs
Output Error
Manual Tuning?
Manual Tuning?
Yes Yes Yes Yes Yes Yes
YesYesYes
Yes Yes
No No No No No No
NoNoNo
NoNo
Capturing Note Hexaphonic Pickup Microphone
Servo Control Voltage Regulator Power Supply User Interface
Electrical SystemElectrical System
User InterfaceUser Interface
FFT ComparisonFFT Comparison
Mechanical SystemMechanical System
Mechanical SystemMechanical System
Mechanical SystemMechanical System
SERVO MOTOR
Mechanical SystemMechanical System
SERVO MOTOR
GEARS
Mechanical SystemMechanical System
SERVO MOTOR
GEARS
TUNING PEG
Project ExpensesProject Expenses
PartPart TotalTotal
Ribbon Cable $5.00
LCD $19.89
Servo Motor $6.95
Keypad $16.95
PartPart TotalTotal
Microcontroller $100.00
DSP Board $351.00
Gears (2) $30.00
Miscellaneous Parts $100.00
Table 1. Component BudgetTable 1. Component Budget
Prototype Cost $629.79
Cost of Engineering Time $22,500
Total $23,129.79
ResultsResults Electrical design completed
User interfaceHardware for servo controlPower supply
Mechanical system implementedSystem mountedGear cover
ResultsResults Software design
Keypad, LED indicators and LCDMotor control
Issues with servo motor control AccuracyConsistency in tightening
Tightening string Gear binding Torque rating
Frequency detection code Writing to flash memory Meshing with completed code
Various tuning schemes
Future ConsiderationsFuture Considerations
Dr. Juliet Hurtig Dr. John-David Yoder Dr. Les Thede Dr. Khalid Al-Olimat Dr. Srinivasa Vemuru Mr. Brad Hummel
AcknowledgementsAcknowledgements
Questions?Questions?