Accelerating transformation and innovation for the digital era · innovation for the digital era...

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POWERING NEW ZEALAND TODAY + TOMORROW 28 MARCH 2019 ACCELERATING TRANSFORMATION AND INNOVATION FOR THE DIGITAL ERA COBUS NEL CIO / GM INFORMATION & SERVICES TECHNOLOGY GM GRID PROJECTS (ACTING) IDG CIO50 WELLINGTON 2019

Transcript of Accelerating transformation and innovation for the digital era · innovation for the digital era...

Page 1: Accelerating transformation and innovation for the digital era · innovation for the digital era cobus nel ... agenda -transpower and our view of the changing energy landscape -need

POWERING NEW ZEALAND TODAY + TOMORROW

28 MARCH 2019

ACCELERATING TRANSFORMATION AND INNOVATION FOR THE DIGITAL ERA

COBUS NEL CIO / GM INFORMATION & SERVICES TECHNOLOGY

GM GRID PROJECTS (ACTING)

IDG CIO50 WELLINGTON 2019

Page 2: Accelerating transformation and innovation for the digital era · innovation for the digital era cobus nel ... agenda -transpower and our view of the changing energy landscape -need

AGENDA

- TRANSPOWER AND OUR VIEW OF THE CHANGING ENERGY LANDSCAPE

- NEED FOR TRANSFORMATION AND INNOVATION

- EXAMPLES OF SUCCESSES

- WHAT NEXT FOR US?

- CHALLENGES WORKING WITH START-UPS

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Page 3: Accelerating transformation and innovation for the digital era · innovation for the digital era cobus nel ... agenda -transpower and our view of the changing energy landscape -need

WE KEEP THE ENERGY FLOWING

WE KEEP THE ENERGY FLOWING

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Page 4: Accelerating transformation and innovation for the digital era · innovation for the digital era cobus nel ... agenda -transpower and our view of the changing energy landscape -need

Climate change is the defining issue of our time.

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Page 5: Accelerating transformation and innovation for the digital era · innovation for the digital era cobus nel ... agenda -transpower and our view of the changing energy landscape -need

THE CHALLENGE - UPLIFT INDUSTRIES TO USE ELECTRICITY

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Page 6: Accelerating transformation and innovation for the digital era · innovation for the digital era cobus nel ... agenda -transpower and our view of the changing energy landscape -need

Automated Complex Traditional

time

uncertainty

There is increasing

uncertainty in energy

capture, storage and

transmission.

WE FACE SOME PRESSURES ON THIS JOURNEY

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Page 7: Accelerating transformation and innovation for the digital era · innovation for the digital era cobus nel ... agenda -transpower and our view of the changing energy landscape -need

MACHINE LEARNING AND AI WILL HELP

Data Science and Analytics

Machine Learning

Deep Learning

Artificial

Intelligence

is used in

Discovers new

insights and

patterns from data

Simulates or

imitates human

behaviour

A more advanced

technique

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Page 8: Accelerating transformation and innovation for the digital era · innovation for the digital era cobus nel ... agenda -transpower and our view of the changing energy landscape -need

Build risk models via machine learning on maintenance history

Use it to model

investment /

risk trade-offs

PRIORITISING PREDICTIVE MAINTENANCE

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Page 9: Accelerating transformation and innovation for the digital era · innovation for the digital era cobus nel ... agenda -transpower and our view of the changing energy landscape -need

CONDUCTOR CONDITION ASSESSMENT

Use it to detect

defects

Analyse

images via

machine

learning

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Page 10: Accelerating transformation and innovation for the digital era · innovation for the digital era cobus nel ... agenda -transpower and our view of the changing energy landscape -need

Build voltage profile models using machine learning on historical voltage data

Use it to

automate

instructions to

equipment in

real-time

Use it to

automate

creation of

voltage profiles

VOLTAGE PROFILE AUTOMATION

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Page 11: Accelerating transformation and innovation for the digital era · innovation for the digital era cobus nel ... agenda -transpower and our view of the changing energy landscape -need

Build knowledge graphs via machine learning from unstructured data

Use it to analyse patterns

and relationships

Prime it

with your

context Use it for natural

language search

Use it to build

chatbots

KNOWLEDGE MANAGEMENT AND COGNITIVE SEARCH

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Page 12: Accelerating transformation and innovation for the digital era · innovation for the digital era cobus nel ... agenda -transpower and our view of the changing energy landscape -need

CHALLENGE OF INNOVATION AT TRANSPOWER

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Page 13: Accelerating transformation and innovation for the digital era · innovation for the digital era cobus nel ... agenda -transpower and our view of the changing energy landscape -need

PARALLEL APPROACH

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Page 14: Accelerating transformation and innovation for the digital era · innovation for the digital era cobus nel ... agenda -transpower and our view of the changing energy landscape -need

LOOKING AHEAD

Tower Corrosion

Line refurbishment

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Page 15: Accelerating transformation and innovation for the digital era · innovation for the digital era cobus nel ... agenda -transpower and our view of the changing energy landscape -need

CHALLENGES OF WORKING WITH START-UPS

“The only way to make a

beautiful product is to let it

be unbeautiful for a while.”

Eric Reis

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The opportunities are considerable

and the challenges are very real.

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