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MDM and Analytics - csforms.org PDFs/A6 - Smith Duncan.pdf · MDM and Analytics Solutions for ......

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MDM and Analytics Solutions for Utilities in the Age of IoT
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Page 1: MDM and Analytics - csforms.org PDFs/A6 - Smith Duncan.pdf · MDM and Analytics Solutions for ... •Move from last generation of Business Intelligence (BI) approaches ... •Second

MDM and Analytics: Solutions for Utilities in the Age of IoT

Page 2: MDM and Analytics - csforms.org PDFs/A6 - Smith Duncan.pdf · MDM and Analytics Solutions for ... •Move from last generation of Business Intelligence (BI) approaches ... •Second

MDM and Analytics

Solutions for Utilities in the Age of IoT

Sylvia SmithVP, Customer Services

Phil DuncanSenior Consultant

Page 3: MDM and Analytics - csforms.org PDFs/A6 - Smith Duncan.pdf · MDM and Analytics Solutions for ... •Move from last generation of Business Intelligence (BI) approaches ... •Second

Welcome and Introductions

• Sylvia Smith• VP, Customer Service

• 28 years in the electric industry

• Phil Duncan• Senior Consultant

• 30+ years professional experience in mission critical systems

Page 4: MDM and Analytics - csforms.org PDFs/A6 - Smith Duncan.pdf · MDM and Analytics Solutions for ... •Move from last generation of Business Intelligence (BI) approaches ... •Second

Workshop Objectives

• Understand current MDM and Analytics offerings in the utility market

• Learn how those systems support utility company needs and requirements in the age of IoT

• Understand lessons learned and best practices for implementing

Page 5: MDM and Analytics - csforms.org PDFs/A6 - Smith Duncan.pdf · MDM and Analytics Solutions for ... •Move from last generation of Business Intelligence (BI) approaches ... •Second

Numbers to Ponder

• Use of IoT for key utility areas (in production or underway)1

5

_______________1 SAS THE AUTONOMOUS GRID: Machine Learning and IoT for Utilities

OUTAGE CUSTOMERMDM CYBERSECURITY MWM MANAGEMENT ENGAGEMENT

55% 49% 46% 43% 43%

Page 6: MDM and Analytics - csforms.org PDFs/A6 - Smith Duncan.pdf · MDM and Analytics Solutions for ... •Move from last generation of Business Intelligence (BI) approaches ... •Second

Numbers to Ponder

• Top 3 Concerns for IoT1

- Network Security

- Data Privacy

- Delivering Expected Business Value

6

_______________1 SAS THE AUTONOMOUS GRID: Machine Learning and IoT for Utilities

Page 7: MDM and Analytics - csforms.org PDFs/A6 - Smith Duncan.pdf · MDM and Analytics Solutions for ... •Move from last generation of Business Intelligence (BI) approaches ... •Second

Numbers to Ponder

• Top 5 IoT benefits:

7

_______________1 SAS THE AUTONOMOUS GRID: Machine Learning and IoT for Utilities

0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100%

Bettercustomer service

Energyefficient

Improved data drivendecision making

IncreasedDER integration

Better customerchoice/engagement

37%

33%

28%

25%

24%

Page 8: MDM and Analytics - csforms.org PDFs/A6 - Smith Duncan.pdf · MDM and Analytics Solutions for ... •Move from last generation of Business Intelligence (BI) approaches ... •Second

Numbers to Ponder

• From SAS/Zpryme report April 20161 –

• where they connected with 200 North American utilities – Per Gartner:

- Worldwide 6.4 billion connected

devices in 2016 – up 30% from 2015

- In 2016 alone, 5.5 million added each day

- Will reach 20.8 billion by 2020

8

_______________1 SAS THE AUTONOMOUS GRID: Machine Learning and IoT for Utilities

Page 9: MDM and Analytics - csforms.org PDFs/A6 - Smith Duncan.pdf · MDM and Analytics Solutions for ... •Move from last generation of Business Intelligence (BI) approaches ... •Second

The Need for MDM

• With smart meters, data volumesoverwhelm any non-MDM storage approach.

• MDM creates a system of recordfor meter data and alerts and alarms.

• MDM is a consistent approach to VEE and estimation, positively affecting the billing process.

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Page 10: MDM and Analytics - csforms.org PDFs/A6 - Smith Duncan.pdf · MDM and Analytics Solutions for ... •Move from last generation of Business Intelligence (BI) approaches ... •Second

The Need for MDM

• MDM provides a central data point for integration to other systems like work management, GIS, outage, rate making, and marketing.

• MDM puts an infrastructure in place to add IoT data from other system devices on the network.

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Page 11: MDM and Analytics - csforms.org PDFs/A6 - Smith Duncan.pdf · MDM and Analytics Solutions for ... •Move from last generation of Business Intelligence (BI) approaches ... •Second

Industry Trends

• Move from last generation of Business Intelligence (BI) approaches

• Utilities seek to be more proactive in decision making

• Adjusting business strategies using predictive views of the future

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Page 12: MDM and Analytics - csforms.org PDFs/A6 - Smith Duncan.pdf · MDM and Analytics Solutions for ... •Move from last generation of Business Intelligence (BI) approaches ... •Second

Industry Trends

• Utilities seeking ROI for the smart metering investments

• Improve asset management

• Better grid operations management to reduce outage times and customer dissatisfaction

• Smooth integration of renewables and EVs

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Page 13: MDM and Analytics - csforms.org PDFs/A6 - Smith Duncan.pdf · MDM and Analytics Solutions for ... •Move from last generation of Business Intelligence (BI) approaches ... •Second

Regulatory Trends

• Improving regulatory frameworks to align risks and rewards of deploying smart grid technologies

• Switching from a pure financial business case assessment toward measures reflecting society’s needs

• Applying economic incentives and penalties that foster application of the newer technologies

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Page 14: MDM and Analytics - csforms.org PDFs/A6 - Smith Duncan.pdf · MDM and Analytics Solutions for ... •Move from last generation of Business Intelligence (BI) approaches ... •Second

Customer Trends

• Many want to be an active participant in their energy and water usage

• Want better and current information to understand their usage and ideas on how to reduce and manage

• Responsive to price signals for modifying usage behavior

• Need help to make better buying decisions on smart appliances and equipment

• Expect new technologies in order to engage with their utilities

• Next generation customer portals

• Device agnostic - Computer, tablet, phone access

• Real-time two way communications

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Page 15: MDM and Analytics - csforms.org PDFs/A6 - Smith Duncan.pdf · MDM and Analytics Solutions for ... •Move from last generation of Business Intelligence (BI) approaches ... •Second

MDM and Analytics for NES

• How NES decided on the MDM and Analytics solutions that best fit their IT strategy and roadmap:

• TVA Pilot Smart Grid Project

• Best of Breed vs Holistic Approach

• Scalability and future-proof

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Page 16: MDM and Analytics - csforms.org PDFs/A6 - Smith Duncan.pdf · MDM and Analytics Solutions for ... •Move from last generation of Business Intelligence (BI) approaches ... •Second

MDM and Analytics for NES

• Business Objectives:• Demand Response

• Streamline billing data (VEE)

• Consolidated Meter Data Analytics - (Theft of Service, Engineering Data, Outage

Management, etc.)

• Rate design

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Page 17: MDM and Analytics - csforms.org PDFs/A6 - Smith Duncan.pdf · MDM and Analytics Solutions for ... •Move from last generation of Business Intelligence (BI) approaches ... •Second

MDM and Analytics for NES

• Selection Process• TVA Pilot Project (30,000 meters)

• Second RFP after data growth

• Technology Transformation Roadmap

• Decision Criteria and Selection• Best of Breed versus Holistic approach

• Partnership of software

• Seamless integration and process

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Page 18: MDM and Analytics - csforms.org PDFs/A6 - Smith Duncan.pdf · MDM and Analytics Solutions for ... •Move from last generation of Business Intelligence (BI) approaches ... •Second

MDM and Analytics for NES

• Demonstration Scripts• NES created customized demonstration scripts

to highlight system functionality and integration. Vendors were asked to exercise their system against the demonstration scripts.

• Site Visits• The core team visited 4 sites (2 from each

vendor) to sit with and discuss the product with current end users and management.

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Page 19: MDM and Analytics - csforms.org PDFs/A6 - Smith Duncan.pdf · MDM and Analytics Solutions for ... •Move from last generation of Business Intelligence (BI) approaches ... •Second

MDM and Analytics for NES

• Reference Checks• The core team created a customized mix of

questions and discussed with 4 references (2 per vendor). Each question was scored to arrive at a reference check score. Individual scores were averaged for a final scoring.

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Page 20: MDM and Analytics - csforms.org PDFs/A6 - Smith Duncan.pdf · MDM and Analytics Solutions for ... •Move from last generation of Business Intelligence (BI) approaches ... •Second

Lessons Learned and Best Practices

• Use all data sources to realize value from the smart metering/grid infrastructure.

• Plan for the whole of the smart grid data in determining the best path for technology investment.

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Page 21: MDM and Analytics - csforms.org PDFs/A6 - Smith Duncan.pdf · MDM and Analytics Solutions for ... •Move from last generation of Business Intelligence (BI) approaches ... •Second

Lessons Learned and Best Practices

• Use new tools like complex event processing to handle data volumes and classes.

• Use edge analytics to allow decision making closer to the event which helps with scale and latency.

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Page 22: MDM and Analytics - csforms.org PDFs/A6 - Smith Duncan.pdf · MDM and Analytics Solutions for ... •Move from last generation of Business Intelligence (BI) approaches ... •Second

Utility Benefits

• Benefits to NES• Accurate system information

• Improved system reliability and power quality

• Dynamically manage system load

• Rate information

• Analytics

• Benefits to the Customer• Meter readings, turn-ons and disconnects done

remotely

• More accurate billing and usage information

• Better for the environment

• Improved responsiveness to an outage

• Future web presentment and prepay

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Page 23: MDM and Analytics - csforms.org PDFs/A6 - Smith Duncan.pdf · MDM and Analytics Solutions for ... •Move from last generation of Business Intelligence (BI) approaches ... •Second

Q&A

Page 24: MDM and Analytics - csforms.org PDFs/A6 - Smith Duncan.pdf · MDM and Analytics Solutions for ... •Move from last generation of Business Intelligence (BI) approaches ... •Second

Thank You!

For Additional Information:

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Sylvia SmithVP, Customer Services

[email protected]

Phil DuncanSenior Consultant

[email protected]


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