APM Automation Solutions Ltd. Technology Overview Physics And Mathematics Avishai Bartov, VP R&D.
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Transcript of APM Automation Solutions Ltd. Technology Overview Physics And Mathematics Avishai Bartov, VP R&D.
APM Automation Solutions Ltd.
Technology Overview
Physics And Mathematics
Avishai Bartov, VP R&D
Agenda
Introduction video – 3DLevelScanner Acoustic mapping technology
Inherent tradeoffs in Acoustics Level measurement – Narrow beam solutions Surface mapping with a wide angle beam
Gathering multiple echoes from the surface Calculate distance and direction of arrival 3D Surface reconstruction
Advance Radar Signal Processing Multi beams, multi frequency, Challenges Volume accuracy Self Cleaning Product Line Technology summary R&D Roadmap
May 2011 APM Annual International Partners Conference 2
Inherent Tradeoffs in Acoustics
Beam angle vs. Frequency θ - Beam opening angle λ - Wavelength D - Antenna size
D
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Low frequency => Wide BeamMay 2011 APM Annual International Partners Conference 3
Beam Angle vs. Frequency
F = 2.5KHzλ = 13cm θ = 108⁰
D = 7.5cm
May 2011 APM Annual International Partners Conference 4
Beam Angle vs. Frequency
F = 4.5KHzλ = 7.5cm θ = 60⁰
D = 7.5cm
May 2011 APM Annual International Partners Conference 5
Beam Angle vs. Frequency
F = 10KHzλ = 3.4cm θ = 27⁰
D = 7.5cm
May 2011 APM Annual International Partners Conference 6
Beam Angle vs. Frequency
F = 20KHzλ = 1.7cm θ = 13⁰
D = 7.5cm
Narrow beam requires Ultrasonic Frequency
May 2011 APM Annual International Partners Conference 7
Inherent Tradeoffs in Acoustics
Sound is a pressure wave Dust particles and humidity in the air attenuate
the wave energy Attenuation grows sharply over 5KHz
Animation courtesy of Dr. Dan Russell, Kettering University
Low freq. => Effective dust penetrationMay 2011 APM Annual International Partners Conference 8
Signal Attenuation due to Dust/Moisture concentration in air
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Very high attenuation at ultrasonic frequencies
Acoustic Wave Attenuation
May 2011 APM Annual International Partners Conference 9
Signal Attenuation due to Dust/Moisture concentration in air
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Effective penetration at lower frequencies
Acoustic Wave Attenuation
May 2011 APM Annual International Partners Conference 10
Level Measurement With Narrow Beam
Goal: Measure the distance to a single, well defined point on the top surface Point measurement requires narrow beam Narrow =>Ultrasonic => poor dust
penetration
Distance measurement Traveling twice the distance C~340 Meter per Second Measuring the time of flight
May 2011 APM Annual International Partners Conference 11
Surface Mapping - Wide Angle Beam
Goal: Multipoint (X,Y,Z) measurement of the surface Large coverage => Transmit a wide angle pulse Wide beam=>Low freq.=> Effective dust penetration
Multiple reflected echo coming from Large surfaces and Extremum points Material / Silo Wall interface Silo Walls – False echo to be filtered
Separated by Time of Arrival
May 2011 APM Annual International Partners Conference 12
Direction Of Arrival (DOA) - Array Processing
• Example: 1D Array processing• Plan wave from angle - θ• Speed of sound - C• Array spacing - d• Time Of Arrival (TOA) is different
– Wave Path difference between Mic’s is
ΔP=d*Cos θ– Therefore, time of arrival difference:
ΔT =ΔP/C= d*Cosθ/C
Path difference => TOA difference => θ May 2011 APM Annual International Partners Conference 13
Multiple Antennas Enables Mapping
R3,θ3
R1,θ1
R2,θ2
R2R1 R3
Single antenna device
Multiple antennas device
Distance and direction
Distance measurement
May 2011 APM Annual International Partners Conference 14
3 Dimensional Surface Reconstruction
2 Dimensional Array of 3 Antenna Distance (R) Azimuth (Ф) and elevation (Θ) angles Convert R, Ф, Θ to Silo X,Y,Z coordinates
Optimal 3D surface reconstruction Extremum and boundary points Assume maximal material slope
Surface integral is VolumeMay 2011 APM Annual International Partners Conference 15
Advance Radar Signal Processing Range resolution: Key figure - The minimal distance
between two echo sources that are still separable
Signal to Noise Ratio (SNR): Required for the detection of small echo.
Long pulse => higher energy => better SNR It is a challenge to create pulses that excel in both range
resolution and SNR. A very active research topic for military radars
May 2011 APM Annual International Partners Conference 16
Advance Radar Signal Processing (2)
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Long pulse (7M ) - modulated sine wave, rectangular envelope
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After match filter -Very poor range resolution - limited to 7M!
May 2011 APM Annual International Partners Conference 17
Advance Radar Signal Processing (3)
State of the art - Chen and Cantrell 2002
After match filter - 50cm resolution, 1/13 side lobes
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May 2011 APM Annual International Partners Conference 18
Advance Radar Signal Processing (4)
APM Propriety – Patent pending
After detection: Significantly improved resolution, virtually no side lobes!
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May 2011 APM Annual International Partners Conference 19
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Advance Radar Signal Processing (5)
3 targets: The importance of resolution and low side lobs
More points => Better mapping
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State of the art APM
May 2011 APM Annual International Partners Conference 20
Advance Radar Signal Processing (6)
APM proprietary scheme combines The resolution in detection of a short pulse The energy of a long pulse Using relatively small bandwidth, optimized for the
application Virtually no side lobes Applicable for the entire scanning range
Maintain constant resolution across the scanning range The longer the distance – the higher the pulse energy
Very efficient numerical implementation
May 2011 APM Annual International Partners Conference 21
Beam Steering Technology Beam direction can be tilted by modifying the signal phase in
the antennas
Significantly improve false echo separation and the investigation of complex surfaces by Looking at the same point through several beam tilts to
solve symmetry problems (i.e. dual echo at +10 and -10 degrees)
Pointing null to suspicious point to verify null reception Allowing high SNR at much larger sphere
May 2011 APM Annual International Partners Conference 22
Multi Frequency Technology Gather information from different perspectives Beam angle - Interaction with silos wall Interaction with material, specular vs. scattering reflections
• Different multipath trajectories• Different dust penetration capabilities • Improved robustness to acoustic noise sources
May 2011 APM Annual International Partners Conference 23
Directional False Echo Filtering
• Automatic mapping of false echo from silo structure• Multipath between the walls and ceiling of the silo
and the topography of the material• Filtering analysis based on
– Distance and Direction measurement– Information from other frequencies – Information from other beams– Silo geometry
May 2011 APM Annual International Partners Conference 24
Self Cleaning
Self Cleaning due to acoustic energy vibration
May 2011 APM Annual International Partners Conference 25
Volume Accuracy• Accuracy is < 3%• Accuracy estimation considerations
– Surface topography scenarios - typically, a complex surface yields more points!
– Direction of arrival accuracy
– Distance measurement accuracy
– Silo geometry
– Beams coverage – MVL for very large silos
May 2011 APM Annual International Partners Conference 26
Product Line
• 3DLevelScanner M/MV– 3DLevelScanner M
• Wide beam, Mapping capabilities• Min, Max and average level values
– 3DLevelScanner MV• Surface mapping visualization
• 3DLevelScanner MVL Series– For large silos and open bins– An integrated solutions of multiple scanner and a dedicated controller
• 3DMultiVision Software– Multi-site inventory monitoring system
• 3DLinkPro– Remote communication solution
May 2011 APM Annual International Partners Conference 27
Device types M/MV
3DLevelScanner M
• 70º opening beam angle - covers wide surface area• Real-time, accurate volume measurement• Suitable for big silos that require high accuracy and
inventory control• Provides minimum/maximum and average distance• Provides average volume at 4..20 mA output.• 3D Mapping – detects mapping points of the surface
area• Visualization of 3D mapping - disabled
May 2011 APM Annual International Partners Conference 28
Device types M/MV
3DLevelScanner MV
• 70º opening beam angle - covers wide surface area• Real-time, accurate volume measurement• Suitable for big silos that require high accuracy and
inventory control• Provides minimum/maximum and average distance• Provides average volume at 4..20 mA output• 3D Mapping – detects mapping points of the surface
area• Visualization of 3D mapping is enabled
May 2011 APM Annual International Partners Conference 29
3DLevelScanner MVL Series• Multiple scanners
– Large Silos, Warehouses, and Open bins– Number of scanners is application
dependant
• Integrated solution – Scanners synchronization– Merges reading into a unified surface– Min, Max and average level values– Visualization of the Measured Surface – Client server architecture
May 2011 APM Annual International Partners Conference 30
3D MultiVision software • Inventory monitoring S/W
– Real time tracking of multiple silos
– Monitoring bulk solid inventories in the entire site
– Multiple sites via remote connection
• Client / Server architecture• Server / scanners RS485 or
TCP/IP to M/MV/MVL Products• Multiple remote clients
connection • Provides
• Min / Max levels Volume and Mass
• 3D Visualization
May 2011 APM Annual International Partners Conference 31
Technology Summary• Low operating frequencies provides both effective penetration and
wide angle coverage
• 3D surface mapping based on digital array processing – Measure angle and distance to multiple echoes from the surface– Surface integral is volume
• Key technologies (Patent pending)– Advance RADAR signal processing
• Excellent Range resolution compared to known state of the art technology
• High energy via long pulses for long range measurements
– Multi beam technology – phase array based beam tilting– Multi frequency – Directional False echo filtering
• Self Cleaning due to acoustic energy vibration
• Volume accuracy is better than 3%
• Multi Scanner product addresses a new market of very large silos, warehouses and open bins
May 2011 APM Annual International Partners Conference 32
R&D Roadmap
May 2011 APM Annual International Partners Conference 33
R&D Roadmap main drivers - Accuracy (1)
• Superior accuracy is APM’s key value proposition• The new MVL product is targeting the lucrative high
end market of huge inventory silos, domes and open beans
• In the inventory market, measurement accuracy is translated to return on investment
• There is a growing demand for differential measurement that requires more than the current 3% spec
• Special bins and domes, never served before, are challenging
May 2011 APM Annual International Partners Conference 34
R&D Roadmap main drivers: (2)
Ease of use for traditional industry personnel
• APM’s products, especially supporting the high end MVL product is a challenge
• Today, most high end applications must go through customer support for approval, many of them must be approved by R&D.
• This is very inefficient cycle that delay the closing of lucrative sales.
• There is an urgent need for an expert system to support– Analyse the expected measurement accuracy– Recommend the required number of scanners– Determine the optimal installation positions taking into
account the application constrains– Recommend the optimal parameters configuration– Assist with connectivity to enterprise management S/W
May 2011 APM Annual International Partners Conference 35
R&D Roadmap main drivers: (3)
Applications for new markets
• Example – foam over liquid thickness measurement– Important problem in several industries such as Beer, Mining
and Oil.– Thick layer of foam on top of the liquid. – The challenge is to measure both liquid level and the level of
the foam above. – This new application represents for APM a huge potential
market that could not be served in the past
May 2011 APM Annual International Partners Conference 36
Wideband And Multiband Signals Based DOA Algorithm
• Goals– Significantly improve angular resolution – the ability to
separate two echoes of the same range– Achieve (~x2) range resolution improvement– Resolve the fundamental problem of spatial aliasing, when
wavelength is significantly smaller than the distance between the antennas
– Improve gain for single path reflections
2/mind
2
k
May 2011 APM Annual International Partners Conference 37
Multi Antenna Array Architecture(1)
• The current 3 antennas architecture is the minimal required for locating the DOA of a reflected echo in 3 dimensions.
• A new design of between 7 to 10 elements will provide the following benefit:– An order of magnitude improvement in angular resolution
– Significant improvement of beam steering directivity
– Improved SNR
• The R&D effort will include:– Brand new algorithm, able to take advantage of the multi-element array
and provide a very significant improvement of angular resolution.
– Mechanical redesign of the antenna case
– Electronic board modifications to support a large transducers array
May 2011 APM Annual International Partners Conference 38
Multi Antenna Array Architecture(2)
May 2011 APM Annual International Partners Conference 39
Virtual Sparse Antenna Array By Synchronized Scanners In Real-time
• Real-Time synchronization of several scanners – H/W synchronization: echo in response to a pulse from one of the
scanners will be received by others.
– Located at some optimal positions
– Create a virtual (sparse) antenna
• Advantages– SNR improvement, significantly higher probability to receive a
specular (mirror) echo
– Significantly improved direction estimation
– Improved SNR (Linear)
• Main tasks– Project continuation from last year
– Waiting for the final Electronic board
May 2011 APM Annual International Partners Conference 40
Protective Cover Against Very Sticky Materials (1)
• APM scanners self clean due to the vibration of the relatively low frequency acoustic signal.
• It is a competitive advantage of APM, especially in the market segment of the more sticky materials
• The thin Radum is always clean for all materials.• Some very sticky materials accumulate inside the
horn, eventually blocking the acoustic signal• Currently there is no solution in the market for this
problem• Radars will be fully covered within few days• APM is in the best position to solve this customer
problem.May 2011 APM Annual International Partners Conference 41
Protective Cover Against Very Sticky Materials (2)
• The goal is to develop an add-on cover, to be installed at the very end of the horns
• The protective cover will be made of a Radum that will stay clean due to the acoustic vibrations
• The design should be done in a way that will not damage the acoustic path
May 2011 APM Annual International Partners Conference 42
Backup
May 2011 APM Annual International Partners Conference 43
Remote Communication3DLinkPro
The 3DLinkPro is used for remote assistance and tracking the measurements.
SIM card with SMS (Text) and GPRS enabled is required.
Automatic power reset when losing cellular signal.
Enable upgrading the 3DLevelScanner remotely to the various product types (M/MV).
Enable performing firmware updates remotely.
May 2011 APM Annual International Partners Conference 44