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©2021 AVEVA Group plc and its subsidiaries. All rights reserved.
Leveraging Big Data for Intelligent Water
Utility Management
Graeme Fukuda, Sr. Pre-Sales Engineer & Water Industry Champion
graeme.fukuda.@aveva.com
MAY 2022
©2021 AVEVA Group plc and its subsidiaries. All rights reserved.
2
Two world class industrial software experts combine to deliver integrated value
Harnessing the power of information, AI and human insight
Run agile, continuously
optimized operations to
protect the bottom line
Provide remote teams rich
data and decision support
to collaborate and work
efficiently
Increase asset reliability and
safety with reduced
manual supervision
Maximize CapEx and drive
the highest levels of
engineering efficiency Automation/
Control Systems
New Sensor
Tech
Remote + Mobile
Assets
1
2
3
4
+ OSIsoft’s PI System is the industry standard for
industrial information management
AVEVA’s end-to-end industrial software to optimize
engineering and operations
©2021 AVEVA Group plc and its subsidiaries. All rights reserved.
3
Accelerating digital transformation of the industrial world with complementary product offerings
Combining world-class software to drive Performance Intelligence
Collect, Store, Contextualize and Analyze Asset and Operations Information
©2021 AVEVA Group plc and its subsidiaries. All rights reserved.
4
Data is an Opportunity, However Integration Nightmare
©2021 AVEVA Group plc and its subsidiaries. All rights reserved.
5
A Data Infrastructure Strategy
Financial
Systems
GIS Cloud
Other
Applications
LIMS Asset
Management
Manufacturer Agnostic
PI System: Operations Data Core
©2021 AVEVA Group plc and its subsidiaries. All rights reserved.
6
Connect people to data with an infrastructure approach
Visualize
Share
Report
Notify
Analyze
Integrate
Collect
Store
&
Enhance
Deliver
SCADA
DCS
PLC
Controllers
Databases
Instruments
OPC
IIoT Gateways
Manual data
Text files
Cloud systems
Operations data sources Data consumers
Standardization
©2021 AVEVA Group plc and its subsidiaries. All rights reserved.
7
What data challenges are you or your business facing today?
61%
45%
40%
36%
17%
11%
Ease of Access to Data
Amount of Data
Data Silos
Manual Data
Don’t Know How to Use the Data
Resilience/Liability
©2021 AVEVA Group plc and its subsidiaries. All rights reserved.
8
Where Water Companies Find Value
Energy Efficiency
Process
Optimization
Asset Health Quality & Safety
Regulatory
Reporting
Track Total Energy Costs and
Usage
Reduce Pumping Costs
Forecast Water Demand
Manage Time of Use Rates
Leveraging Smart Water
Meter Data
Collaborate with Power Utility
/ Stakeholders
Keep the Utility Resilient
Reduce Opex / Capex
Detect and Find Leaks
Prevent Pipe Bursts
Reduce Infiltration
Reduce Chemical Costs
Forecast and Mitigate
Damage from Floods /
System Upsets
Prevent Pump Failures
Reduce Equipment
Downtime
Condition Based
Maintenance of Assets
Manage Aging
Infrastructure
Maintain Asset
Performance
Optimize Pump Schedules
Prevent / Track Sewer
Overflows
Effluent Discharge
Compliance
Ensure Drinking Water
Quality
Detect Algae Blooms and
other Anomalies
Prevent Boil Water
Advisories
Ensure Worker Safety
Secure Water Sources
Water Quality Testing
National Pollutant Discharge
Elimination System (NPDES)
Reporting
Operational KPIs
Monthly Compliance Reports
©2021 AVEVA Group plc and its subsidiaries. All rights reserved.
9
1. Identify & Collect
PI Server
Data Sources
Remote Monitoring
Leak Detection
Asset Optimization
Conditional Based
Monitoring
Situational
Awareness
Outage Management
Quality Management
Geospatial
Data-Driven
Applications
3. Publish
Security
Perimeters
Communication
Protocols
PI Data Archive
Base historian archiving all tag dataretrieved
from various data sources.
PI Asset Framework (AF)
Organize tag data into human-friendlyassets
and integrate meta data.
Asset Analytics
Asset-based analytics on top of AF
simplifying deployment, and management.
Event Frames
Tracking events and their properties.(e.g.
Downtime, Process Excursion, Batches)
Notifications
Enable automatic alerts to notify appropriate
personnel (e.g. emails, texts, work orders)
2. Store and Enhance
SCADA
DCS
PLC
Meters
Databases
Instruments
IIoT Gateways
Manual data
Text files
©2021 AVEVA Group plc and its subsidiaries. All rights reserved.
10
Secure Access to Operations Data
Security Perimeter
Limit direct access to critical systems
while expanding the value use of
information.
▪ Transmission &
Distribution SCADA
▪ Plant DCS
▪ PLCs
▪ Environmental
Systems
▪ Other critical
operations systems
CRITICAL SYSTEMS
Infrastructure
©2021 AVEVA Group plc and its subsidiaries. All rights reserved.
11
Case Studies
©2021 AVEVA Group plc and its subsidiaries. All rights reserved.
12
90,000
people
served
Water Loss
Savings:
$900,000
~$20M
Capex
Deferred
©2021 AVEVA Group plc and its subsidiaries. All rights reserved.
13
The PI System – Data Hub
©2021 AVEVA Group plc and its subsidiaries. All rights reserved.
14
Before the PI System…
• Only past 24 hours of historical
data available
• No real-time view of the
system
• 4 hours of preparation time per
day
©2021 AVEVA Group plc and its subsidiaries. All rights reserved.
15
©2021 AVEVA Group plc and its subsidiaries. All rights reserved.
16
©2021 AVEVA Group plc and its subsidiaries. All rights reserved.
17
©2021 AVEVA Group plc and its subsidiaries. All rights reserved.
18
The PI System and ESRI GIS
©2021 AVEVA Group plc and its subsidiaries. All rights reserved.
19
Pump Optimization
©2021 AVEVA Group plc and its subsidiaries. All rights reserved.
20
Pump Optimization
Pump flow, head &
efficiency analysis for
Adams Station
• Pump efficiency increased from <70% to 82%
• Pump discharge throttling reduced from
>50% to approximately 10%
• Annual energy savings is estimated about
180,000 kWh (approx. 6%)
• The overall unit energy cost reduced from
$81.1 per MG to $75.7 per MG (annual cost
savings of about $16,500)
Energy Savings by Using Re-Sized Pump L4
REEPS
Sample Application
©2021 AVEVA Group plc and its subsidiaries. All rights reserved.
21
©2021 AVEVA Group plc and its subsidiaries. All rights reserved.
22
Story:
Pontoon
System
Integration
©2021 AVEVA Group plc and its subsidiaries. All rights reserved.
23
©2021 AVEVA Group plc and its subsidiaries. All rights reserved.
24
1. Identify & Collect
PI Server
Data Sources
Remote Monitoring
Leak Detection
Asset Optimization
Conditional Based
Monitoring
Situational
Awareness
Outage Management
Quality Management
Geospatial
Data-Driven
Applications
3. Publish
Security
Perimeters
Communication
Protocols
PI Data Archive
Base historian archiving all tag dataretrieved
from various data sources.
PI Asset Framework (AF)
Organize tag data into human-friendlyassets
and integrate meta data.
Asset Analytics
Asset-based analytics on top of AF
simplifying deployment, and management.
Event Frames
Tracking events and their properties.(e.g.
Downtime, Process Excursion, Batches)
Notifications
Enable automatic alerts to notify appropriate
personnel (e.g. emails, texts, work orders)
2. Store and Enhance
SCADA
DCS
PLC
Controllers
Databases
Instruments
IIoT Gateways
Manual data
Text files
DNP3.0
Modbus
RDBMS
OPC
UFL
MQTT
© 2021 OSIsoft, LLC 25
Proven Engine – PI Data Archive
1. Performance 2. Security
• Windows Integrated
Security
• Compliant with:
o NIST
o DOD
o NERC
o NRC
o FDA
• Advanced Data Diode
o
3. Data Ingress
• Manufacturer agnostic
• Over 450 PI Interfaces
• Commonly used:
o OPC Interface
o Modbus Interface
o RDBMS Interface
o UFL Interface
o DNP 3.0 Interface
4. Future Data
• Store speculative data
• Create forecast analytics
• Output as Future PI Tag
• System of Record
• Real-time Processing
• High Volume
PI Data Archive
Max PI Tag Count 20M +
Startup Time <30 s/Mtags
Data Out
(Archive)
>10M events/s
Data In
(Snapshot)
>1M events/s
Data In (Archive) >500K events/s
© 2021 OSIsoft, LLC 26
I need Situational Awareness and Alerts on my Pumps
Make complex expressions simple
using a library of pre-built functions
How long has my Pump
had a Flow Rate less
than 100 GPM over the
last day?
TimeLT = Time Less Than
Pump Station
Pump 2
Pump 1
Discharge Pressure
Flow Rate
Manufacturer
Suction Pressure
Status
How to Add Value?
© 2021 OSIsoft, LLC 27
Visualization & Sharing
• Data ingress/egress
• Programmatic access
• Thin client visualization tool
• Drag-and-drop symbol creation
• Context-aware features
• Create concise integrated reports
from multiple data sources
• Live updating values
• Utilize all Excel features
Examples:
linkedin.com/company/aveva
@avevagroup
ABOUT AVEVA
AVEVA is a global leader in engineering and industrial software driving digital transformation across
the entire asset and operational life cycle of capital-intensive industries.
The company’s engineering, planning and operations, asset performance, and monitoring and control
solutions deliver proven results to over 16,000 customers across the globe. Its customers are
supported by the largest industrial software ecosystem, including 4,200 partners and 5,700 certified
developers. AVEVA is headquartered in Cambridge, UK, with over 4,400 employees at 80 locations in
over 40 countries.
aveva.com
© 2021 AVEVA Group plc and its subsidiaries. All rights reserved.

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LEVERAGING BIG DATA FOR INTELLIGENT WATER MANAGEMENT

  • 1. ©2021 AVEVA Group plc and its subsidiaries. All rights reserved. Leveraging Big Data for Intelligent Water Utility Management Graeme Fukuda, Sr. Pre-Sales Engineer & Water Industry Champion graeme.fukuda.@aveva.com MAY 2022
  • 2. ©2021 AVEVA Group plc and its subsidiaries. All rights reserved. 2 Two world class industrial software experts combine to deliver integrated value Harnessing the power of information, AI and human insight Run agile, continuously optimized operations to protect the bottom line Provide remote teams rich data and decision support to collaborate and work efficiently Increase asset reliability and safety with reduced manual supervision Maximize CapEx and drive the highest levels of engineering efficiency Automation/ Control Systems New Sensor Tech Remote + Mobile Assets 1 2 3 4 + OSIsoft’s PI System is the industry standard for industrial information management AVEVA’s end-to-end industrial software to optimize engineering and operations
  • 3. ©2021 AVEVA Group plc and its subsidiaries. All rights reserved. 3 Accelerating digital transformation of the industrial world with complementary product offerings Combining world-class software to drive Performance Intelligence Collect, Store, Contextualize and Analyze Asset and Operations Information
  • 4. ©2021 AVEVA Group plc and its subsidiaries. All rights reserved. 4 Data is an Opportunity, However Integration Nightmare
  • 5. ©2021 AVEVA Group plc and its subsidiaries. All rights reserved. 5 A Data Infrastructure Strategy Financial Systems GIS Cloud Other Applications LIMS Asset Management Manufacturer Agnostic PI System: Operations Data Core
  • 6. ©2021 AVEVA Group plc and its subsidiaries. All rights reserved. 6 Connect people to data with an infrastructure approach Visualize Share Report Notify Analyze Integrate Collect Store & Enhance Deliver SCADA DCS PLC Controllers Databases Instruments OPC IIoT Gateways Manual data Text files Cloud systems Operations data sources Data consumers Standardization
  • 7. ©2021 AVEVA Group plc and its subsidiaries. All rights reserved. 7 What data challenges are you or your business facing today? 61% 45% 40% 36% 17% 11% Ease of Access to Data Amount of Data Data Silos Manual Data Don’t Know How to Use the Data Resilience/Liability
  • 8. ©2021 AVEVA Group plc and its subsidiaries. All rights reserved. 8 Where Water Companies Find Value Energy Efficiency Process Optimization Asset Health Quality & Safety Regulatory Reporting Track Total Energy Costs and Usage Reduce Pumping Costs Forecast Water Demand Manage Time of Use Rates Leveraging Smart Water Meter Data Collaborate with Power Utility / Stakeholders Keep the Utility Resilient Reduce Opex / Capex Detect and Find Leaks Prevent Pipe Bursts Reduce Infiltration Reduce Chemical Costs Forecast and Mitigate Damage from Floods / System Upsets Prevent Pump Failures Reduce Equipment Downtime Condition Based Maintenance of Assets Manage Aging Infrastructure Maintain Asset Performance Optimize Pump Schedules Prevent / Track Sewer Overflows Effluent Discharge Compliance Ensure Drinking Water Quality Detect Algae Blooms and other Anomalies Prevent Boil Water Advisories Ensure Worker Safety Secure Water Sources Water Quality Testing National Pollutant Discharge Elimination System (NPDES) Reporting Operational KPIs Monthly Compliance Reports
  • 9. ©2021 AVEVA Group plc and its subsidiaries. All rights reserved. 9 1. Identify & Collect PI Server Data Sources Remote Monitoring Leak Detection Asset Optimization Conditional Based Monitoring Situational Awareness Outage Management Quality Management Geospatial Data-Driven Applications 3. Publish Security Perimeters Communication Protocols PI Data Archive Base historian archiving all tag dataretrieved from various data sources. PI Asset Framework (AF) Organize tag data into human-friendlyassets and integrate meta data. Asset Analytics Asset-based analytics on top of AF simplifying deployment, and management. Event Frames Tracking events and their properties.(e.g. Downtime, Process Excursion, Batches) Notifications Enable automatic alerts to notify appropriate personnel (e.g. emails, texts, work orders) 2. Store and Enhance SCADA DCS PLC Meters Databases Instruments IIoT Gateways Manual data Text files
  • 10. ©2021 AVEVA Group plc and its subsidiaries. All rights reserved. 10 Secure Access to Operations Data Security Perimeter Limit direct access to critical systems while expanding the value use of information. ▪ Transmission & Distribution SCADA ▪ Plant DCS ▪ PLCs ▪ Environmental Systems ▪ Other critical operations systems CRITICAL SYSTEMS Infrastructure
  • 11. ©2021 AVEVA Group plc and its subsidiaries. All rights reserved. 11 Case Studies
  • 12. ©2021 AVEVA Group plc and its subsidiaries. All rights reserved. 12 90,000 people served Water Loss Savings: $900,000 ~$20M Capex Deferred
  • 13. ©2021 AVEVA Group plc and its subsidiaries. All rights reserved. 13 The PI System – Data Hub
  • 14. ©2021 AVEVA Group plc and its subsidiaries. All rights reserved. 14 Before the PI System… • Only past 24 hours of historical data available • No real-time view of the system • 4 hours of preparation time per day
  • 15. ©2021 AVEVA Group plc and its subsidiaries. All rights reserved. 15
  • 16. ©2021 AVEVA Group plc and its subsidiaries. All rights reserved. 16
  • 17. ©2021 AVEVA Group plc and its subsidiaries. All rights reserved. 17
  • 18. ©2021 AVEVA Group plc and its subsidiaries. All rights reserved. 18 The PI System and ESRI GIS
  • 19. ©2021 AVEVA Group plc and its subsidiaries. All rights reserved. 19 Pump Optimization
  • 20. ©2021 AVEVA Group plc and its subsidiaries. All rights reserved. 20 Pump Optimization Pump flow, head & efficiency analysis for Adams Station • Pump efficiency increased from <70% to 82% • Pump discharge throttling reduced from >50% to approximately 10% • Annual energy savings is estimated about 180,000 kWh (approx. 6%) • The overall unit energy cost reduced from $81.1 per MG to $75.7 per MG (annual cost savings of about $16,500) Energy Savings by Using Re-Sized Pump L4 REEPS Sample Application
  • 21. ©2021 AVEVA Group plc and its subsidiaries. All rights reserved. 21
  • 22. ©2021 AVEVA Group plc and its subsidiaries. All rights reserved. 22 Story: Pontoon System Integration
  • 23. ©2021 AVEVA Group plc and its subsidiaries. All rights reserved. 23
  • 24. ©2021 AVEVA Group plc and its subsidiaries. All rights reserved. 24 1. Identify & Collect PI Server Data Sources Remote Monitoring Leak Detection Asset Optimization Conditional Based Monitoring Situational Awareness Outage Management Quality Management Geospatial Data-Driven Applications 3. Publish Security Perimeters Communication Protocols PI Data Archive Base historian archiving all tag dataretrieved from various data sources. PI Asset Framework (AF) Organize tag data into human-friendlyassets and integrate meta data. Asset Analytics Asset-based analytics on top of AF simplifying deployment, and management. Event Frames Tracking events and their properties.(e.g. Downtime, Process Excursion, Batches) Notifications Enable automatic alerts to notify appropriate personnel (e.g. emails, texts, work orders) 2. Store and Enhance SCADA DCS PLC Controllers Databases Instruments IIoT Gateways Manual data Text files DNP3.0 Modbus RDBMS OPC UFL MQTT
  • 25. © 2021 OSIsoft, LLC 25 Proven Engine – PI Data Archive 1. Performance 2. Security • Windows Integrated Security • Compliant with: o NIST o DOD o NERC o NRC o FDA • Advanced Data Diode o 3. Data Ingress • Manufacturer agnostic • Over 450 PI Interfaces • Commonly used: o OPC Interface o Modbus Interface o RDBMS Interface o UFL Interface o DNP 3.0 Interface 4. Future Data • Store speculative data • Create forecast analytics • Output as Future PI Tag • System of Record • Real-time Processing • High Volume PI Data Archive Max PI Tag Count 20M + Startup Time <30 s/Mtags Data Out (Archive) >10M events/s Data In (Snapshot) >1M events/s Data In (Archive) >500K events/s
  • 26. © 2021 OSIsoft, LLC 26 I need Situational Awareness and Alerts on my Pumps Make complex expressions simple using a library of pre-built functions How long has my Pump had a Flow Rate less than 100 GPM over the last day? TimeLT = Time Less Than Pump Station Pump 2 Pump 1 Discharge Pressure Flow Rate Manufacturer Suction Pressure Status How to Add Value?
  • 27. © 2021 OSIsoft, LLC 27 Visualization & Sharing • Data ingress/egress • Programmatic access • Thin client visualization tool • Drag-and-drop symbol creation • Context-aware features • Create concise integrated reports from multiple data sources • Live updating values • Utilize all Excel features Examples:
  • 28. linkedin.com/company/aveva @avevagroup ABOUT AVEVA AVEVA is a global leader in engineering and industrial software driving digital transformation across the entire asset and operational life cycle of capital-intensive industries. The company’s engineering, planning and operations, asset performance, and monitoring and control solutions deliver proven results to over 16,000 customers across the globe. Its customers are supported by the largest industrial software ecosystem, including 4,200 partners and 5,700 certified developers. AVEVA is headquartered in Cambridge, UK, with over 4,400 employees at 80 locations in over 40 countries. aveva.com © 2021 AVEVA Group plc and its subsidiaries. All rights reserved.
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