Difference between revisions of "Skittles M&M's Sorting Machine"
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== How it works == | == How it works == | ||
=== Loading pieces === | |||
The machine uses two servos for loading and sorting the pieces. A continuous rotation servo with a variable rotation speed loads pieces into predefined slots in the feed wheel. Also, at the same time it stirs the items in the funnel to avoid pieces clogging the feeding tube. | The machine uses two servos for loading and sorting the pieces. A continuous rotation servo with a variable rotation speed loads pieces into predefined slots in the feed wheel. Also, at the same time it stirs the items in the funnel to avoid pieces clogging the feeding tube. | ||
=== Analyzing color === | |||
After the pieces have been put into individual slots, a white LED illuminates the piece and a CMOS IC with integrated RGB filters captures 3 color profiles at different angles while it passes the sensor. For the piece to successfully be identified and pass control, at least 2 of profiles have be within 3 standard deviation (three-sigma rule) of the pre-calibrated data set for Skittles or M&Ms. To keep the feeding wheel going at a consistent pace, an IR distance sensor keeps track of loading new pieces and releasing already controlled pieces. | After the pieces have been put into individual slots, a white LED illuminates the piece and a CMOS IC with integrated RGB filters captures 3 color profiles at different angles while it passes the sensor. For the piece to successfully be identified and pass control, at least 2 of profiles have be within 3 standard deviation (three-sigma rule) of the pre-calibrated data set for Skittles or M&Ms. To keep the feeding wheel going at a consistent pace, an IR distance sensor keeps track of loading new pieces and releasing already controlled pieces. | ||
=== Sorting === | |||
When the color has been identified, a 360-degree servo with a feeding tube attached guides the piece into the right cup. The piece is release from the feeding wheel just before the feeding tube is within range of the cup. This means that the piece is on its way down the tube and just before it exists the end the servo has has had time to get in position. This leads to increased performance as the system can move to the next cup straight away. The servos are the bottlenecks of the system and dictates performance. | When the color has been identified, a 360-degree servo with a feeding tube attached guides the piece into the right cup. The piece is release from the feeding wheel just before the feeding tube is within range of the cup. This means that the piece is on its way down the tube and just before it exists the end the servo has has had time to get in position. This leads to increased performance as the system can move to the next cup straight away. The servos are the bottlenecks of the system and dictates performance. | ||
Revision as of 22:24, 26 November 2013
This is a sorting machine for separating the different colored Skittles and M&Ms pieces and putting them into cups. The machine is fully autonomous and will sort an entire 1.5kg/56oz bag in approx. 5 minutes. It is built out of a microntroller, servos, sensors, plastic tubes and 3D prined parts.
Features
- Supports Skittles, M&M's, Reese's pieces and similar sized candies
- Sorts based on piece color
- Up to six cup positions
- Hopper handles up to 500 gram / 17 oz bags
- Processes up to 80 pieces per minute
- Easy maintainable C code - Arduino platform
- Runs off single 9V power supply
- External terminal possible for statistics and diagnostics
How it works
Loading pieces
The machine uses two servos for loading and sorting the pieces. A continuous rotation servo with a variable rotation speed loads pieces into predefined slots in the feed wheel. Also, at the same time it stirs the items in the funnel to avoid pieces clogging the feeding tube.
Analyzing color
After the pieces have been put into individual slots, a white LED illuminates the piece and a CMOS IC with integrated RGB filters captures 3 color profiles at different angles while it passes the sensor. For the piece to successfully be identified and pass control, at least 2 of profiles have be within 3 standard deviation (three-sigma rule) of the pre-calibrated data set for Skittles or M&Ms. To keep the feeding wheel going at a consistent pace, an IR distance sensor keeps track of loading new pieces and releasing already controlled pieces.
Sorting
When the color has been identified, a 360-degree servo with a feeding tube attached guides the piece into the right cup. The piece is release from the feeding wheel just before the feeding tube is within range of the cup. This means that the piece is on its way down the tube and just before it exists the end the servo has has had time to get in position. This leads to increased performance as the system can move to the next cup straight away. The servos are the bottlenecks of the system and dictates performance.
If the funnels is empty and the sensor does not register any consistent data, the machine is shut down and waiting for the next round.
Parts and cost
Building the machine required the following parts, the BOM (Bill-Of-Materials) for the project. There is a few parts which where 3D printed but most are easily available.
| No. | Part number | Description | Quantity | Cost |
|---|---|---|---|---|
| 1 | ARD-UNOR3 | Arduino Uno R3 | 1 | 29.95USD |
| 2 | RE210-S1 | Prototyping 2.54mm Pitch Board | 1 | 2.95 USD |
| 2 | PSU-9V1A | Regulated switching 9VDC 1A power adapter | 1 | 5.00 USD |
| 2 | ROB-09453 | Analog Line Sensor (QRE1113) Breakout Board | 1 | 2.95 USD |
| 3 | SEN-10701 | Color Light Sensor (ADJD-S311-CR999) Evaluation Board | 1 | 14.95 USD |
| 4 | S35-STD | GWS Robotic Continuous Rotation Servo | 1 | 13.49 USD |
| 5 | S125-1T-2BB | GWS Sail Winch 360-degree Rotation Servo | 1 | 19.95 USD |
| 4 | PRT-10373 | Jumper Wire 3-pin 12-inch | 1 | 1.95 USD |
| 5 | PRT-10375 | Jumper Wire 5-pin 12-inch | 1 | 1.95 USD |
| 5 | ROD-1MM | Steel Rod 15x1mm | 1 | 0.50 USD |
| 6 | PRT-FEEDER | 3D Printed Hopper/feed wheel | 1 | 8.00 USD |
| 6 | PRT-SEEDER | 3D Printed Carousel/item seeder | 1 | 8.00 USD |
| 6 | FUNNEL | Funnel 140mm | 1 | 3.00 USD |
| 6 | IC-TUBE | IC/compoment plastic tube 23x20x500mm | 10 | free/0.50 USD |
| 6 | DIN85M3x5 | M3 x 5mm Slot Pan Head Screw DIN 85 | 20 | 0.08 USD |
| 6 | DIN85M3x50 | M3 x 50mm Slot Pan Head Screw DIN 85 | 20 | 0.16 USD |
| 6 | DIN85M3x30 | M3 x 30mm Slot Pan Head Screw DIN 85 | 40 | 0.14 USD |
| 6 | DIN125M3 | M3 Washer Form A DIN 125 | 100 | 0.014 USD |
| 6 | DIN439M3 | M3 Thin Nut DIN 439 | 100 | 0.048 USD |
| Total | 99.00 USD |
Download
Code
The C code for the project is available below. It is Arduino IDE compatible and opens all the required libraries, no need to install any libraries.
- Download
Models
The package below contains all the 3D print parts used in the project. The files are STL and ready to be imported into most 3D printing software.
- Download
Video
Embed and link to yT video
