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  • PENSO®

PENSO®

The artificial intelligence-based computational unit for imaging applications

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PENSO® is an artificial intelligence-based computational unit for imaging applications. PENSO® self-learns the expected features of an object by simply looking at a small series of samples, regardless of the possible presence of defective product in the midst. Once trained, PENSO® will start operating autonomously and warning you if something unwanted happens.

Object modeling, often very difficult or even impossible is therefore no longer needed; moreover, you are not asked to define possible object variations or defects from the beginning, usually impossible. Instead, as a human operator would do after observing some samples, PENSO® understands what will be considered normal and acceptable from now on. Since neither modeling or programming is needed, with just some elementary configuration tools you can immediately understand if an application is feasible or not and really save a lot of time. Then, with minimum additional effort, you can fine tune the application and make it fully working.

KEY ADVANTAGES

  • Works where all the others fail
    PENSO® is designed to work on unpredictable variations and defects, as well as on objects difficult to model or without a golden reference.
  • Fast configuration, even faster prototyping
    PENSO® full configuration requires hours, not weeks and produce feasibility studies in minutes, not days, without any programming required.
  • Adapts easily to the real working conditions
    PENSO® helps the consistency of the inspection process by autoadjusting to changes on working conditions, self-learning from the ongoing process.
PENSO unit
Model PENSO-01
Description Artificial Intelligence-based Vision Unit
Application In-line inspection
Camera 1 Matrix Vision up to 5 MPx , 3D cameras (see Accessories)
Number of parts per second 2 20
LED indicators Power, Status and Error
N° of storable images 3 ≈ 800K
Ports
Input
Synchronization input 2, opto isolated, common reference
Commands 6, opto isolated, common reference
Output
Status 4, opto isolated, common reference
Synchronization output 2 strobe trigger, opto isolated, common reference, 1 camera trigger, opto isolated
Results 6, opto isolated, common reference
Communication
Elaborated 1, opto isolated
USB 3.0 2 (camera dedicated)
Ethernet 1 (camera dedicated) + 1
RS232 1
RS485 1
USB 2.0 4
1 PS/2 1 (keyboard and mouse)
HDMI 1
DVI 1
Power Requirements
Voltage V, DC 24 ± 5%
Maximum power consumption W 100
Mechanical specifications
Width W mm 128
Length L mm 230
Height H mm 226
Weight Kg 2.5
Material Aluminium
Mounting DIN mount
Environment
Operating temperature °C 10-40
Storage temperature °C 0-50
Humidity 20-85% (with no condenstation)
IP class no IP class
Installation indoor use only

Notes

  1. Non-standard cameras available upon request (customization).
  2. Estimated value. The number of inspected parts per second may vary depending on image resolution, line speed and number of activated features.
  3. Estimated value based on 250 Kbytes images stored in 200 GB SSD memory.
Connections

Technical documents

Data table (Last update: :)
XLS
Penso datasheet
Penso
XY Calibration Pattern (format A3, A4, A5)

Press & marketing content

PENSO
PENSO MANUAL v1.2

Installation

PENSO® is extremely easy to install: you simply need to connect inputs (camera, keyboard/mouse etc.) and outputs (synchronization signal, OK/NOK signal, etc.) and provide 24V DC.

The basic settings are extremely simple and fast: image brightness, color correction, focusing and segmentation (i.e. is the process of separating the product to be inspected from the background) are assisted by convenient software tools. The interaction with PENSO® is possible at all time through standard physical interfaces (keyboard, mouse and screen) or remotely, integrating PENSO® within the local network.


Learning

The learning process is easily performed by presenting some products on the production line and activating PENSO® in “LEARN” mode during normal operation.

Unlike traditional vision units, PENSO® autonomously learns the characteristics of your production in a few minutes: it is normally sufficient to present a few tens or a few hundreds of products during production to allow PENSO® to learn their characteristics without complicated settings.

PENSO® can tolerate up to 20% defective products during the learning phase, without affecting its ability to sort products correctly. PENSO® will be ready to check your production once the status bar is full.

Moreover, whenever the goods on your production line change or anytime you want to adjust your quality control process to new production parameters, you can just press the “LEARN” button and PENSO® will adjust itself accordingly.

Even during the learning phase, PENSO® continues to monitor production, quickly adapting to the new inspection criteria without having to stop the line: no other vision system is so flexible and easy to configure.

<p>PENSO in "LEARN MODE"</p>

PENSO in "LEARN MODE"


Sorting

Once the learning process is complete, PENSO® is ready for the sorting phase or “CHECK” phase: the products deemed inconsistent with the desired level of quality are reported and can be rejected from the line by interfacing PENSO® with most common ejection systems thanks to the preinstalled opto-isolated outputs.

PENSO® can store images of defective products, also keeping track of the reasons for rejection: this data can then be analyzed to improve the production process.

You can also adjust the “severity” level of the control parameters without having to stop the line. A dedicated slider bar allows the user to loosen or tighten the sorting criteria, quickly and easily adjusting PENSO® to new quality parameters.

PENSO® also allows a higher level of control: we can decide which features describing the object color and shape are taken into consideration by PENSO®, and how much PENSO® will consider them critical for the final decision (weight), all done in real time.

<p>PENSO set to low severity level </p>

PENSO set to low severity level

<p>PENSO set to high severity level </p>

PENSO set to high severity level

PENSO® is successfully applied in many imaging applications. Here are some of the many cases where AI-driven imaging is the key to success.

Color/Mono imaging: Dishwasher tablets

Dishwasher tablets come with natural variations: the density of blue over white soap, the roundness of the red core, etc. Nevertheless, PENSO® sees the defects as deviation from the average product shape or color distribution, exactly the way a human operator would.
Color/Mono imaging: Dishwasher tablets

Color/Mono imaging: Tealight candles

Inspecting candles is not an easy task: surface features and texture are always slightly different, making it hard to work within the usual deterministic imaging approach. An AI-driven inspection, on the other hand, skips the unimportant details and shows us only what matters!
Color/Mono imaging: Tealight candles

3D imaging

The typical output of a 3D camera is a monochrome picture of the object, where dark regions are lower and bright regions are higher (height map). In this example, a package with broken or irregular crackers is first detected by PENSO® because of its unusual dark spots, corresponding to the missing chunks. Too many crackers in the package, instead, appear as a uniform brighter-than-average tint, corresponding to the increased height.
3D imaging

System calibration

System calibraton
When setting up the image for PENSO®, we want to make sure it represents the product as accurately as possible. Therefore, our first step is system calibration: an intuitive tool guides the user through the optimization of focusing, color calibration and light intensity

Image segmentation

Image segmentation
In our second step, we need to tell PENSO® how to separate the object from the surface underneath (segmentation). This goal is also achieved using a simple software tool, which lets us play with intensity thresholding and color differences to quickly and easily get the best result.

Feature extraction management

Image features
Once we set our best image and the LEARN process is completed, we can start fine-tuning the sorting process, selecting from a growing number of features the ones that best relate to our specific sorting process. PENSO® will show us in real time how a single feature and its relative importance (weight) contributes to the overall choice between OK and NOK sample.
  1. Do you need a non-standard feature? We will create a it for you!
  2. Contact us to know about customized filters in PENSO®

Power supplies
RT-DRT-240-24DIN rail power supply 400V ac three phase - 24V dc 240 W
DIN rail power supply 400V ac three phase - 24V dc 240 W
RT-DRP-240-24DIN rail power supply 240V ac - 24V dc 240 W
DIN rail power supply 240V ac - 24V dc 240 W
RT-70261132Power cord with schuko plug - open end cable,3 m 10A 250V, single-phase
Power cord with schuko plug - open end cable,3 m 10A 250V, single-phase
Cameras
STLTCM013D Structured-light Camera, 0.6-8.0 m range, USB 2.0
3D Structured-light Camera, 0.6-8.0 m range, USB 2.0
RT-mvBC-X102eCCMOS camera GIGE, 1280 x 1024 color, 1/1.8", 60 Hz, IR cut, C-mount, I/O
CMOS camera GIGE, 1280 x 1024 color, 1/1.8", 60 Hz, IR cut, C-mount, I/O
RT-mvBF3-2032aC-1112CMOS camera USB3, 2064 x 1544 colour, 1/1.8", 55 Hz, IR cut, C-mount, with I/O
CMOS camera USB3, 2064 x 1544 colour, 1/1.8", 55 Hz, IR cut, C-mount, with I/O
RT-mvBC-X104iCCMOS camera GIGE, 2064 x 1544 color, 1/1.8", 37 Hz, IR cut, C-mount, I/O
CMOS camera GIGE, 2064 x 1544 color, 1/1.8", 37 Hz, IR cut, C-mount, I/O
RT-mvBF3-2051aC-1112CMOS camera USB3, 2464 x 2056 color 2/3", 35.6 Hz, IR cut, C-mount, with I/O
CMOS camera USB3, 2464 x 2056 color 2/3", 35.6 Hz, IR cut, C-mount, with I/O
RT-mvBC-X105bCCMOS camera GIGE, 2464 x 2056 Colour sensor, 2/3", 23.5 Hz, IR cut, C-mount, I/O
CMOS camera GIGE, 2464 x 2056 Colour sensor, 2/3", 23.5 Hz, IR cut, C-mount, I/O
Optics
EN2MP0814Fixed focal 2 Megapixel lens, focal length 8 mm, f# 1.4 - C, C-mount
Fixed focal 2 Megapixel lens, focal length 8 mm, f# 1.4 - C, C-mount
EN2MP1214Fixed focal 2 Megapixel lens, focal length 12 mm, f# 1.4 - C, C-mount
Fixed focal 2 Megapixel lens, focal length 12 mm, f# 1.4 - C, C-mount
EN2MP1614Fixed focal 2 Megapixel lens, focal length 16 mm, f# 1.4 - 22, C-mount
Fixed focal 2 Megapixel lens, focal length 16 mm, f# 1.4 - 22, C-mount
EN2MP2514Fixed focal 2 Megapixel lens, focal length 25 mm, f# 1.4 - C, C-mount
Fixed focal 2 Megapixel lens, focal length 25 mm, f# 1.4 - C, C-mount
EN2MP3514Fixed focal 2 Megapixel lens, focal length 35 mm, f# 1.4 - C, C-mount
Fixed focal 2 Megapixel lens, focal length 35 mm, f# 1.4 - C, C-mount
EN2MP5018Fixed focal 2 Megapixel lens, focal length 50 mm, f# 1.8 - C, C-mount
Fixed focal 2 Megapixel lens, focal length 50 mm, f# 1.8 - C, C-mount
EN2MP7528Fixed focal 2 Megapixel lens, focal length 75 mm, f# 2.8 - C, C-mount
Fixed focal 2 Megapixel lens, focal length 75 mm, f# 2.8 - C, C-mount
Lighting components - Strobe
LTLAB2-WDiffusive strobed low angle ring light illuminator - medium size high power white
Diffusive strobed low angle ring light illuminator - medium size high power white
LTBP048216-WHigh power strobed LED backlight, 48 x 216 mm lighting area, white
High power strobed LED backlight, 48 x 216 mm lighting area, white
LTDMB2-WDiffusive strobed dome illuminator - medium size high power white
Diffusive strobed dome illuminator - medium size high power white
LTDV1CH-17VStrobe controller 1 channel variable current 5 mA - 17A
Strobe controller 1 channel variable current 5 mA - 17A
LTDV6CHStrobe controller 6 channels
Strobe controller 6 channels
Lighting components - Continuous
LTZPFL200-00-6-W-24VLED bar light, 6 LED rows, 200X26.3 illumination area, white, 24V
LED bar light, 6 LED rows, 200X26.3 illumination area, white, 24V
LT4WRG150-00-1-W-24VLED dome light, 185 mm outer diameter, white, 24V
LED dome light, 185 mm outer diameter, white, 24V
LTICGR1000-D1-PS-EUAnalogue lighting controller unit, 1 channel, 24V, 2A, constant mode, EU power cord, power adaptor 24V plug
Analogue lighting controller unit, 1 channel, 24V, 2A, constant mode, EU power cord, power adaptor 24V plug
LTICGR1000-D1-PS-EU-TBAnalogue lighting controller unit, 1 channel, 24V, 2A, constant mode, EU power cord, power adaptor 24V plug, Illumination cable, side A SM 3 way male connector, side B terminal blocks connector, 24V - 3m
Analogue lighting controller unit, 1 channel, 24V, 2A, constant mode, EU power cord, power adaptor 24V plug, Illumination cable, side A SM 3 way male connector, side B terminal blocks connector, 24V - 3m
LTICOBU2000CH2-24V-A1EUTB24VDC analog lighting controller 2 channels, EU power cord, Illumination cable, side A SM 3 way male connector, side B terminal blocks connector, 24V - 3m
24VDC analog lighting controller 2 channels, EU power cord, Illumination cable, side A SM 3 way male connector, side B terminal blocks connector, 24V - 3m
DFLTZPFL200-00-6Diffuser for LED bar light, 6 LED rows, 200X26.3 illumination area
Diffuser for LED bar light, 6 LED rows, 200X26.3 illumination area
LTZGK090-00-4-W-24VLED ringlight, 4 LED rows, outer diameter 92 mm, 0°, white, 24V
LED ringlight, 4 LED rows, outer diameter 92 mm, 0°, white, 24V
https://www.opto-e.com/
RT-EXT-24V-F-3MIllumination cable, side A flying leads, side B SM 3 way female connector, 24V - 3m
Illumination cable, side A flying leads, side B SM 3 way female connector, 24V - 3m
Cables
CBUSB3001Passive USB 3.0 cable, industrial level, horizontal screw locking, 3 m
Passive USB 3.0 cable, industrial level, horizontal screw locking, 3 m
CBGPIO001I/O cable, side 1 HIROSE 12 pin, side 2 cable end, 3 m
I/O cable, side 1 HIROSE 12 pin, side 2 cable end, 3 m
CBETH003Ethernet cable, CAT6, industrial level,high flexible cable with screw, 5 m
Ethernet cable, CAT6, industrial level,high flexible cable with screw, 5 m
CBUSB20ACT01Active USB 2.0 cable, industrial level, screw locking, 10 m
Active USB 2.0 cable, industrial level, screw locking, 10 m
Other
RT-WTB9-3P246Background suppression sick photoelectric sensor 20 - 350 mm detection range,PNP output, block style
Background suppression sick photoelectric sensor 20 - 350 mm detection range,PNP output, block style
RT-10060911Set of 2 8” x 10 “ white balance/exposure cards - 18% grey and 90% white for color calibration
Set of 2 8” x 10 “ white balance/exposure cards - 18% grey and 90% white for color calibration

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MEDIA

  • 3D imaging
  • Color/Mono imaging: Dishwasher tablets
  • Color/Mono imaging: Tealight candles
  • Connections
  • How to
  • <p>PENSO in "LEARN MODE"</p>
  • <p>PENSO set to high severity level </p>
  • <p>PENSO set to low severity level </p>
  • PENSO unit
  • System calibraton
  • Image features
  • Image segmentation
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