c-4p5 automatic beer bottle filler and capper system design final report aaron landy imdl fall 2013...
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C-4P5Automatic Beer Bottle Filler and Capper
SYSTEM DESIGNFINAL REPORT
Aaron LandyIMDL Fall 2013
November 21, 2013
Claw/MotorClaw Driver
Raspberry PiMain Controller
Raspberry PiCamera
Ctrl
Img
Arduino MegaATmega2560Horizontal Axis
Controller
CtrlCtrl
Sharp IR Rangefinder
Sig
LASERBottle Detect
Emitter
Pwr En
Signal
DriveMotor
Stepper Driver
CtrlCtrl
Arduino Leonardo
ATmega32U4Vertical Axis
Controller
5 V
Capper Actuator
Capper Driver CtrlCtrl
Cap MagnetPwr En
DriveMotor
Stepper Driver
CtrlCtrl
5 V
Fill ValvePwr En
20 V
12 V
5 V
12 V
5 V
10K
CDs CellBottle Detect
Receiver
20 V
12 V
12 V
5 V
Power Supply
ATX PSU5 V12 V3.3 V
-12 V
HV PSU20 V
Ctrl D
ata
Ctr
l
Dat
a
USB
System Block Diagram
OVERVIEW
Three primary systems: Raspberry Pi
Master system control Image processing Slave management Software distribution
Horizontal Axis Arduino Primary real-time control Bottle searching Bottle handling
Vertical Axis Arduino Filling control Cap retrieval Capper control Height Adjustment
SOFTWARE DESIGN
Master system control
User interface
Progress monitoring
State save, resume
Testing control
Image processing
Bottle volume estimation
Bottle height estimation
Slave manageme
nt
Master <-> Slave serial
communication
Software distribution
RASPBERRY PI
PythonC++,
OpenCV
Build in place
Arduino Compile, Upload
make, g++, SCP
Bottle searching
CDs to ADC input
Digital threshold
monitoring
Trigger Claw on detect
Primary real-time control
Task scheduling
Sensor reporting
Motor Control
Background state
machine
Sensors
HORIZONTAL AXIS CONTROLLER
Arduino
Periodic background
sensor polling
Real-time digital
filtering
Serial communicatio
n
Program execution
Homebrewing is fun, bottling beer is hard
Time consuming process requires individually filling and capping bottles of different shapes and sizes
~50 bottles per 5 gal batch
MOTIVATION
Simple Filtering and Area
1. Inverse Binary thresholding to isolate bottle against background, fi lter noise
2. Count pixels for bottle area
3. Measure longest range of pixels for bottle height
Blob DetectionOpenCV
SimpleBlobDetector:1. Successive binary
thresholding2. Find contours in binary
images to extract connected components
3. Group keypoint centers across binary images
4. Estimate blob centers, radii from grouped components
BOTTLE DETECTOR APPROACHES
PIXEL AREA CONVERSION
Area Width
2058790
2246896
29708135
• Area in pixels must be converted to real 2D area measure
• Requires calibration calibration based on bottle sizes
• Must factor in relative positions of bottle and moving camera
Fill bottles with precise amountsCap bottles securely without breakingSupport inconsistent bottle shapes and sizesSeek/retrieve bottles automaticallyDo not contaminate, oxidize, damage, or waste beer
OBJECTIVES
Four primary mechanisms:1. Bottle searching/retrieving claw
Infrared and bump sensors to locate bottle
2. Filling tube Stainless steel tube lowered into bottle Tube opening must be pressed against
bottom of bottle to minimize agitation to prevent oxidation or contamination
3. Cap retrieving/placing magnet Caps must be picked up from top of
bottle and held during fi lling Cap must be replaced precisely on top
of bottle
4. Capping actuator Forceful linear actuator with capping
“bell” crimps/seals cap onto bottle
MECHANISMS