Confidential Property of Schneider Electric

Digitizing the Value Chain With Machine Learning and Predictive Analytics

for Operational and Asset Excellence Presented by Sean Gregerson, Global Director Asset Performance Management Schneider Electric

Decarbonization

Huge growth forecast for

variable renewables

Decentralization

Expanding energy

consumerism (smart homes,

self-generation, EV, etc.)

3D+E equation redefining the energy world

Digitization

Low-cost, low-power

devices with high volume

& scale of data

Global energy consumption will increase by 40% in

next 25 years ... and electricity consumption will increase by 80%

MORE

ELECTRIC+

the Digital Twin

Enables companies to optimize for safer, more reliable and profitable operations

Duke Energy Leverages

IIoT and Predictive Analytics

to Reduce Failure

Page 6Confidential Property of Schneider Electric |

Client:

Duke Energy

Location:

Charlotte, NC

Closing the Loop:

Duke Energy is a regulated and non

regulated utility with over 60+ plants in 6

states, including coal, simple cycle

combustion turbines, combined cycle and

integrated gasification combined cycle

plants. Schneider Electric helps Duke

Energy centrally monitor power

generation assets with Avantis PRiSM

technology.

Results:

We’re Closing the Loop to help Duke

Energy:

‣Empowering people with early warning

notification of equipment problems

‣Optimizing assets with low-cost sensors

and connectivity for high-fidelity data

access enabling predictive maintenance

‣ Improving operations by providing

contextualized insights for smarter

decision making and efficiency

Serving

7.2 MillionCustomers

Generating capacity of

58,200 MW

Saving

+7.5 MillionDue to early warning of a crack

in a turbine rotor

$

Total Savings: Over $31 million and growing

Southern Company Uses

Predictive Asset Analytics to

Increase Reliability

Client:

Southern Company

Location:

Atlanta, GA

Closing the Loop:

With approx. 4.4 million customers across

the SE United States, 27,000 miles of

transmission lines and 3,700 substations,

Southern Company places a premium on

uninterrupted service. With the help of

Avantis PRiSM early notifications, the

energy generation and T&D provider is

able to operate with maximum reliability

and efficiency.

Continuously monitor

2,200 Models across gas and biomass power

stations

“We potentially

Averted Disaster”- Southern Company Plant Mgr.

Results:

We’re Closing the Loop to help

Southern Company:

‣Reduce unexpected maintenance

‣Maintain data quality reliability

‣Manage web alarms effectivity

“ ”

Save

$4,500,000in performance efficiencies

(2016)

$