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Quarry Management in Europe
On-line Colour Measurement and Minerals Sorting by Image Analysis
• Presentation of the quarry and customer’s needs
• Project layout
• First step: Sorting
• Second step: Blending
• Colobserver Description
• Conclusion
• To select different qualities and store them into silos to ensure a reliable blending.
• To increase quarry life expectancy by optimizing its operation.
• To blend different qualities and reach a constant one with the required specifications given by the plant.
Application Aims
On-line Colour Measurement and Minerals Sorting by Image Analysis
Some specifications
• Aspect of the material (hard limestone) may change according to its moisture.
• Particle size of the material is about 0-10mm for one line and 0-80mm for the other one.
• Four silos of 1 500 T, cut directly in the ground,
have to be filled with the corresponding material (four qualities).
• Each silo is equipped with variable extractors at its
bottom.
• Speed of the conveyors is about 1,5 m/s.
Project layout
On-line Colour Measurement and Minerals Sorting by Image Analysis
Crusher
Medium Q Low Q Very Low Q High Q
Jaw Crusher
Off spec silo Colour
measurement (Colobserver)
+ Moisture analyser
Correct Q
Bad Q
0-80 mm
>80 mm
10-80 mm 0-10 mm
Moisture Analyser
Colour Analyser
Colour measurement (Colobserver)
+ Moisture analyser
0-80 mm
Despite the very dusty environment, the system operates properly and is very accurate.
According to the b* value the 0-10mm is recycled and added to the 10-80mm or it is rejected and stored in a low quality silo.
Sorting application 0-10 mm
On-line Colour Measurement and Minerals Sorting by Image Analysis
Sorting application
On-line Colour Measurement and Minerals Sorting by Image Analysis
This first generation of on line analyser has been installed in the quarry in 2004.
Colobserver CL100 #1
Located before the Silos inlet
Sorting application
On-line Colour Measurement and Minerals Sorting by Image Analysis
Crusher
Medium Q Low Q Very Low Q High Q
Jaw Crusher
Off spec silo Colour
measurement (Colobserver)
+ Moisture analyser
Correct Q
Bad Q
0-10 mm
0-80 mm
>80 mm
10-80 mm 0-10 mm
Moisture Analyser
Colour Analyser
Colour measurement (Colobserver)
+ Moisture analyser
Hard Limestone
Particle Size 0 – 80mm
On-line Colour Measurement and Minerals Sorting by Image Analysis
• Material is carried by a belt conveyor 600 mm wide
• Speed is about 1,5m/s
• Aspect of the product may change according to its moisture
Sorting application
Colobserver CL 100
• Colobserver encapsulates the conveyor
• Aspect of the
product may change according to its moisture
• A NIR Sensor communicates with Colobserver to help correcting color variations due to moisture
On-line Colour Measurement and Minerals Sorting by Image Analysis
Sorting application
Colobserver CL 100
• Colobserver software analyses colour in real time
• Product quality is defined regarding thresholds on L*a*b*
• If the new detected quality remains stable more than 1 minute, the Colobserver sends to the plant PLC a request to change silo
On-line Colour Measurement and Minerals Sorting by Image Analysis
Sorting application
New generation: Colobserver CL150 In 2011 the CL 100 was moved to another location to control yellowness of fine product after sieving (0-10 mm), select the white part and recycle it in the process.
A CL150 was put in place to allow use of its new capabilities
Indeed, the CL150 has greater abilities of image analysis and help to detect “blue” stones.
Sorting application
On-line Colour Measurement and Minerals Sorting by Image Analysis
Colobserver CL100 #2
Software of the Colobserver blends itself the different silos according to a colour setpoint
Blending application
On-line Colour Measurement and Minerals Sorting by Image Analysis
Blending application
On-line Colour Measurement and Minerals Sorting by Image Analysis
Crusher
Medium Q Low Q Very Low Q High Q
Jaw Crusher
Off spec silo Colour
measurement (Colobserver)
+ Moisture analyser
Correct Q
Bad Q
0-10 mm
0-80 mm
>80 mm
10-80 mm 0-10 mm
Moisture Analyser
Colour Analyser
Colour measurement (Colobserver)
+ Moisture analyser
Material comes from the silos and is mixed before the colour sensor by a small fall between two belt conveyors
Blending application
On-line Colour Measurement and Minerals Sorting by Image Analysis
This Colobserver is located after the silos just before feeding the trucks which carry the material to the plant.
Blending application
On-line Colour Measurement and Minerals Sorting by Image Analysis
As for sorting application, a NIR moisture sensor is used to help the Colobserver to calculate a true colour.
Silos extraction management One of both
algorithm used to
blend the material
of the silos.
All the
parameters of the
process (flow
rate, level in the
silos, colour) are
taken into
account by the
software to
calculate blending
adjustments
Blending application
On-line Colour Measurement and Minerals Sorting by Image Analysis
Conveyor
feeding
management
Two kind of qualities
on the system main
screen, used to load
different trucks
Truck #1 Truck #2 Truck #3
Blending application
On-line Colour Measurement and Minerals Sorting by Image Analysis
Truck #4 Truck #5 Truck #6
L* Labo=f(L* Colobserver)
y = 0,9469x + 21,72R2 = 0,9665
76
78
80
82
84
86
88
90
92
94
50,00 55,00 60,00 65,00 70,00 75,00 80,00
COLOBSERVER
Lab
Correlation
On-line Colour Measurement and Minerals Sorting by Image Analysis
b* Labo =f(b* Colobserver)
y = 2,211x + 0,645R2 = 0,9794
0
1
2
3
4
5
6
7
8
9
10
0,00 0,50 1,00 1,50 2,00 2,50 3,00 3,50 4,00
COLOBSERVER
Lab
a* Lab voie sèche =f(a* Colobserver)
y = 0,4011x - 0,5492R2 = 0,9451
-0,4
-0,2
0
0,2
0,4
0,6
0,8
0,00 0,50 1,00 1,50 2,00 2,50 3,00
COLOBSERVER
Labo
Good correlation between
our system and the
laboratory of the quarry.
An equation is used to
correct moisture effects
on the colour.
F.O Converter
• Last generation of video camera using Giga Ethernet. • Xenon Lights or LED lights are used depending on the
application
Computer
CC
D D
igita
l v
ideo
cam
era
Giga Ethernet Communication
F.O Converter
optical fibres
General knowledge
On line Colour measurement
Image Analysis
Real image is located at the bottom in the middle.
5 other images are made in false colours for each L*a*b* system values.
For instance the image at the right top, created with b*, is an image made by blue and yellow shades (b* axis).
REAL IMAGE
Image Analysis
With thresholds in recomposed images, the system can isolate conveyor, shadows and out of spec product. Thanks to an automatic compensation system, adjustment of thresholds is very stable on time.
Installation
On line colour measurement
•Few cables
required
•Installation of
optical fibres
between
measurement
head and control
room
•Integrated
modem and
Internet ability for
the remote
maintenance
Conclusion
On-line Colour Measurement and Minerals Sorting by Image Analysis
Crusher
Medium Q
Low Q Very Low Q
High Q
Jaw Crusher
Off spec silo
Colour measurement (Colobserver)
+ Moisture analyser
Correct Q
Bad Q
0-10 mm
0-80 mm
>80 mm
0-80 mm
0-10 mm
Moisture Analyser
Colour Analyser
• Lifetime of the quarry is optimized
• A big part of the 0-10 mm is recycled
• Plant is fed with a stable
and requested quality.
Colobserver® CL 150 Colobserver® CL 100
Part Sizer® Spectrobserver®
On-line colour measurement on stones and powder
On-line Colour Measurement for fine product
On-line Particle Size measurement
Colocompact
Lab colour measurement and image analysis
Colobserver® Slurry
Colour department
On-line Colour Measurement and Minerals Sorting by Image Analysis
On-line colour measurement on slurry
Omya
Imerys Talc de Luzenac
La Provençale
Languedoc Granulats
Socli (Italcementi group)
Cristal Union Sugar group
Nordzucker Sugar group
SVI Sugar Group
Bogazliyan sugar factory (Turkey)
Busco sugar factory (Philippines)
Alta Mogiana sugar factory and Guarani sugar factory
(Brazil)
Cosumar sugar factory (Morocco)
Brindisi sugar factory (Italy )
Pantaleon sugar factory (Guatemala)
Dobrinsky sugar factory (Russia)
Nordzucker Uelzen sugar factory ( Germany)
Souppes-sur-loing sugar factory ( France)
Ouled Moussa sugar factory ( Algeria )
Suiker Unie sugar factory ( Netherlands)
Magdalena sugar factory ( Guatemala )
References
Partner for food industry Con-Tec Partner for mineral industry