SlideShare a Scribd company logo
Artificial intelligent on actuators
for predictive diagnostic.
Avelino Labrador – Avelino.Labrador@rotork.com
Country Manager – Rotork Andina SpA
March 2021
© 2020 Rotork All Rights Reserved
Rotork
1
© 2020 Rotork All Rights Reserved
What is an actuator?
2
Core Functionality
Definition
• Operate a valve
• Protect the valve
• + To give performance information
by getting data and storage in a
Datalogger
• Mechanical, electro-mechanical,
hydraulic, pneumatic or manual device
to operate a valve
Main Parameters
• Power supply
• Control mode
• Movement type
• Atmosphere
© 2020 Rotork All Rights Reserved
3
How do we store the
information?
© 2020 Rotork All Rights Reserved
Datalogger
4
Core Functionality
Definition
• To provide data to identify faults
• To provide data for predictive failure
• Historical register with all the sensed
information
© 2020 Rotork All Rights Reserved
IQ3 Datalogger Data (Actuator Analytics)
3000 event log, 0.25 seconds accuracy
Opening torque, 160 measurements
Closing torque , 160 measurements
Reference stroke torque profiles
Open & Close starts log
X, Y and Z axis Vibration log
Movement log, demand & position
Partial Stroke profile
Battery voltage over time
Temperature over time
Open turns count per hour vs time
Motor starts count per hour vs time
Alarm log
Totalising Counters:
Open contactor operations
Close contractor operations
Output shaft turns
Maximum starts per hour
Motor run time
Power cycles
Time without mains power
Powered on time
Maximum open limit torque
Maximum close limit torque
Average torque
Maximum and minimum temperatures
© 2020 Rotork All Rights Reserved
RMS – Rotork Master Station
6
Definition
• The Rotork Master Station is a system
which allow to control up to 240
actuators on 2 different loops in a
distance of 20km with an intrinsically
redundant loop
© 2020 Rotork All Rights Reserved
Live Data available via Pakscan
Open & Close Limit Switches
Current Position
Current Torque
Opening Torque, 8 measurements
Closing Torque, 8 measurements
Stopped Mid Travel
4x Auxiliary Inputs State
Additional Sensors
Centre column moving
Motor Running & Direction
Manual Movement Detected
Pakscan Loopback On (Comms)
Battery Low
RAM / ROM Checksum Error
Watchdog Timeout
Comms Failure
Power Cycle Detected
Monitor Relay – Availability
Motor Thermostat Trip
Start / Stop Fail
Valve Obstructed
Valve Jammed
Valve Travel Time Exceeded
End of Travel Torque Error
Alarm & New Alarm
Remote Selector Position
© 2020 Rotork All Rights Reserved
8
How do we help?
© 2020 Rotork All Rights Reserved
Introduction to Rotork’s Intelligent Asset
Management
9
Advanced analytics
to improve reliability
and availability of
key assets.
“Industry research
forecasts a 13.8%
cost reduction
based on average
customer
maintenance spend
over a comparable
period.”
Source: https://www.consultancy.uk/news/2335/industry-40-to-
add-550-billion-to-european-revenue/ based on PwC data
© 2020 Rotork All Rights Reserved
Introduction to Rotork’s Intelligent Asset
Management
10
• Cloud-based system
• Helps reduce unplanned downtime
• Advanced condition monitoring provides easy and accurate
reporting of the condition of valves/flow control assets
• Can improve long-term operational stability of all assets
• Planned maintenance strategy with advanced analytics
• Proactively managing and fixing key assets before they
become problematic
© 2020 Rotork All Rights Reserved
Immediate summary of asset condition
11
Rotork Managed Solution – Landing Page Summary
Customer Benefits
• Quickly identify
problem assets to
save time
• Visual, interactive
interface for fast
learning curve
• Easy to engage
with Rotork
• Clear indication
avoids uncertainty
© 2020 Rotork All Rights Reserved
Easy to access and interpret information
12
Rotork Managed Solution – Visual Interface
Customer Benefits
• Clearly presented information saves time and resource
• Easy to interpret what is good and bad for quicker fix
• Comparison of sites and areas allows quick identification
of poor performance
Plantwide view; pins show exact
location and health colour code
Location can be set using GPS
coordinates or drag-and-drop map
Summary views simplify complex
analytics into easy to interpret visuals
Deep dive data is
accessible if required
© 2020 Rotork All Rights Reserved
Torque is critical to valve operation
13
Rotork Managed Solution – Torque Analytics
Customer Benefits
• Decision on acceptable levels automated and clearly
indicated enabling remedial action before failure
• Sensitive algorithms detect subtle changes well below
limits and alert user to prevent future failure
Detailed Vibration
Log data analysed
and key measures
shown
Critical level clearly
shown
Multiple datalogs
analysed at once to
determine changes
over time
© 2020 Rotork All Rights Reserved
Temperature is environment related
14
Rotork Managed Solution – Temperature Analytics
Customer Benefits
• Removes need to manually review data, saving time
• Changes can indicate site issues including failed thermal
insulation, failed cooling systems, process variation
• Early detection of changes can save costly repairs
Maximum level and good /
warning / alert levels
calculated & clearly shown
Simple access via Analytics tab
and selecting Temperature
Temperature is used as a
factor when assessing
overall condition
Datalog data automatically
analysed
© 2020 Rotork All Rights Reserved
Vibration can cause serious faults
15
Rotork Managed Solution – Vibration Analytics
Good / warning /
alert levels
individually
calculated for
each axis
Detailed datalog information
automatically analysed
Vibration is a key cause of
contactor and motor failure
Data normalised
for mounting
orientation
Customer Benefits
• Early detection of issues, allowing resolution before
costly failure
• Detection of excessive vibration  This is not reported
by actuators as a fault, so could be undetected and lead
to failure
• Detection of intermittent vibration not present during
commissioning
© 2020 Rotork All Rights Reserved
Summary of Rotork’s Intelligent Asset
Management
16
Confidential
• Advanced analytics removes the need to
manually review data, saving time
• Increased asset condition knowledge,
reducing risk
• Fast access to actionable insight and
recommended actions
• Single location to monitor many actuators
• Early detection of issues allows resolution
before costly failure, saving money and
reducing downtime
• Enables continued delivery of high quality
flow control across multiple applications
• Applicable to all markets
• Desalination Plant in Barcelona – Spain . /
Thank you for your attention.
Avelino Labrador – Avelino.Labrador@rotork.com
Country Manager – Rotork Andina SpA
March 2021

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DF DF D

  • 1. Artificial intelligent on actuators for predictive diagnostic. Avelino Labrador – Avelino.Labrador@rotork.com Country Manager – Rotork Andina SpA March 2021
  • 2. © 2020 Rotork All Rights Reserved Rotork 1
  • 3. © 2020 Rotork All Rights Reserved What is an actuator? 2 Core Functionality Definition • Operate a valve • Protect the valve • + To give performance information by getting data and storage in a Datalogger • Mechanical, electro-mechanical, hydraulic, pneumatic or manual device to operate a valve Main Parameters • Power supply • Control mode • Movement type • Atmosphere
  • 4. © 2020 Rotork All Rights Reserved 3 How do we store the information?
  • 5. © 2020 Rotork All Rights Reserved Datalogger 4 Core Functionality Definition • To provide data to identify faults • To provide data for predictive failure • Historical register with all the sensed information
  • 6. © 2020 Rotork All Rights Reserved IQ3 Datalogger Data (Actuator Analytics) 3000 event log, 0.25 seconds accuracy Opening torque, 160 measurements Closing torque , 160 measurements Reference stroke torque profiles Open & Close starts log X, Y and Z axis Vibration log Movement log, demand & position Partial Stroke profile Battery voltage over time Temperature over time Open turns count per hour vs time Motor starts count per hour vs time Alarm log Totalising Counters: Open contactor operations Close contractor operations Output shaft turns Maximum starts per hour Motor run time Power cycles Time without mains power Powered on time Maximum open limit torque Maximum close limit torque Average torque Maximum and minimum temperatures
  • 7. © 2020 Rotork All Rights Reserved RMS – Rotork Master Station 6 Definition • The Rotork Master Station is a system which allow to control up to 240 actuators on 2 different loops in a distance of 20km with an intrinsically redundant loop
  • 8. © 2020 Rotork All Rights Reserved Live Data available via Pakscan Open & Close Limit Switches Current Position Current Torque Opening Torque, 8 measurements Closing Torque, 8 measurements Stopped Mid Travel 4x Auxiliary Inputs State Additional Sensors Centre column moving Motor Running & Direction Manual Movement Detected Pakscan Loopback On (Comms) Battery Low RAM / ROM Checksum Error Watchdog Timeout Comms Failure Power Cycle Detected Monitor Relay – Availability Motor Thermostat Trip Start / Stop Fail Valve Obstructed Valve Jammed Valve Travel Time Exceeded End of Travel Torque Error Alarm & New Alarm Remote Selector Position
  • 9. © 2020 Rotork All Rights Reserved 8 How do we help?
  • 10. © 2020 Rotork All Rights Reserved Introduction to Rotork’s Intelligent Asset Management 9 Advanced analytics to improve reliability and availability of key assets. “Industry research forecasts a 13.8% cost reduction based on average customer maintenance spend over a comparable period.” Source: https://www.consultancy.uk/news/2335/industry-40-to- add-550-billion-to-european-revenue/ based on PwC data
  • 11. © 2020 Rotork All Rights Reserved Introduction to Rotork’s Intelligent Asset Management 10 • Cloud-based system • Helps reduce unplanned downtime • Advanced condition monitoring provides easy and accurate reporting of the condition of valves/flow control assets • Can improve long-term operational stability of all assets • Planned maintenance strategy with advanced analytics • Proactively managing and fixing key assets before they become problematic
  • 12. © 2020 Rotork All Rights Reserved Immediate summary of asset condition 11 Rotork Managed Solution – Landing Page Summary Customer Benefits • Quickly identify problem assets to save time • Visual, interactive interface for fast learning curve • Easy to engage with Rotork • Clear indication avoids uncertainty
  • 13. © 2020 Rotork All Rights Reserved Easy to access and interpret information 12 Rotork Managed Solution – Visual Interface Customer Benefits • Clearly presented information saves time and resource • Easy to interpret what is good and bad for quicker fix • Comparison of sites and areas allows quick identification of poor performance Plantwide view; pins show exact location and health colour code Location can be set using GPS coordinates or drag-and-drop map Summary views simplify complex analytics into easy to interpret visuals Deep dive data is accessible if required
  • 14. © 2020 Rotork All Rights Reserved Torque is critical to valve operation 13 Rotork Managed Solution – Torque Analytics Customer Benefits • Decision on acceptable levels automated and clearly indicated enabling remedial action before failure • Sensitive algorithms detect subtle changes well below limits and alert user to prevent future failure Detailed Vibration Log data analysed and key measures shown Critical level clearly shown Multiple datalogs analysed at once to determine changes over time
  • 15. © 2020 Rotork All Rights Reserved Temperature is environment related 14 Rotork Managed Solution – Temperature Analytics Customer Benefits • Removes need to manually review data, saving time • Changes can indicate site issues including failed thermal insulation, failed cooling systems, process variation • Early detection of changes can save costly repairs Maximum level and good / warning / alert levels calculated & clearly shown Simple access via Analytics tab and selecting Temperature Temperature is used as a factor when assessing overall condition Datalog data automatically analysed
  • 16. © 2020 Rotork All Rights Reserved Vibration can cause serious faults 15 Rotork Managed Solution – Vibration Analytics Good / warning / alert levels individually calculated for each axis Detailed datalog information automatically analysed Vibration is a key cause of contactor and motor failure Data normalised for mounting orientation Customer Benefits • Early detection of issues, allowing resolution before costly failure • Detection of excessive vibration  This is not reported by actuators as a fault, so could be undetected and lead to failure • Detection of intermittent vibration not present during commissioning
  • 17. © 2020 Rotork All Rights Reserved Summary of Rotork’s Intelligent Asset Management 16 Confidential • Advanced analytics removes the need to manually review data, saving time • Increased asset condition knowledge, reducing risk • Fast access to actionable insight and recommended actions • Single location to monitor many actuators • Early detection of issues allows resolution before costly failure, saving money and reducing downtime • Enables continued delivery of high quality flow control across multiple applications • Applicable to all markets • Desalination Plant in Barcelona – Spain . /
  • 18. Thank you for your attention. Avelino Labrador – Avelino.Labrador@rotork.com Country Manager – Rotork Andina SpA March 2021