Solving Big Data Challenges - IEEE Power & Energy · PDF fileSolving Big Data Challenges ... Optimize the asset management and operations costs Share the data/intelligence for

© 2014 Lockheed Martin Corporation. All Rights Reserved

Solving Big Data Challenges US Electric Utility Industry

IEEE PES Meeting

July 29, 2014

Sunil Pancholi

1


Agenda

2

• Smart Grid and Big Data

• Lockheed Martin Big Data Expertise

• Lockheed Martin Solutions in Utility Space


• 115,000 Employees

• $45B Annual Sales

• 70,000 Scientists, Engineers and IT Professionals

• 570 Facilities

• 50 States

• 70 Countries

• 300 Partnerships

• Celebrating More than 100 Years of Innovation

Lockheed Martin Corporation

3

Mission Systems &

Training

Information Systems

& Global Solutions

Space Systems

Electronic Systems

International

Aeronautics

Energy Solutions


LM Energy Solutions Offerings

4

• Energy Efficiency & Renewable Energy

– Utility DSM Programs

– Commercial ESCO / Design-Build

– Federal Energy Savings Performance Contracting (ESPC)

• Operations Technology

– Utility Mission Applications

– Oil & Gas Mission Applications

– Cyber Security - NERC/CIP

• Smart Grid

– Enterprise Energy Management

– Demand Management/Response

– Utility Analytics and Big Data


Transmission Distribution End-users Generation

Smart Grid Smart, but Complex with Enormous Data

5

The Smart Grid

The Conventional Grid

Utilities are striving for Solutions to deliver Smart Grid benefits


Smart Grid Exponential Data Growth

6

A recent EPRI study concludes that 3 biggest areas for Big Data are:

Visualization, Situational Awareness and Predictive Forecasting

An

nu

al

Ra

te o

f In

tak

e

600 TB

400 TB

200 TB

800 TB

1000 TB

0 TB Time

AMI Deployment

Distribution Automation

Substation Automation System

Demand Response/DSM

Distributed Energy Resources Management (DERMS)

Operations Systems Integration

Grid Visualization and GIS

Distribution Management

Home Energy Management

Advanced Distribution Automation

New Devices in the Home Enabled by the Smart Meter

1 2 3 4 5

6 7 8

9

9

10

Key Triggers to Data Growth Source: EPRI Intelligrid


Utility Priorities - Big Data Solutions

7

Visualization (Presentation) • Accurate distribution grid connectivity information

• Accurate Meters, DG and Energy Storage information

• Cyber Security and NERC Security management

Situation Awareness … (Decision making)

• Demand Response and Distributed Generation contributions

• Grid Management – Reliability and Resiliency

• Grid Efficiency - Optimal Capital and O&M costs

Predictive Forecasting (Prescriptive decision options)

• Wide-Area situational awareness

• System protection & restoration

• Grid security


Improve the reliability and resiliency of electric grid

Optimize the asset management and operations costs

Share the data/intelligence for improved decision making

Integrate legacy systems for improved data flow

Improved data analytics and enterprise intelligence

Utility Perspectives

8

Big Data Benefits:

Goal: Develop an effective & efficient data analytics environment that

optimizes enterprise level operations




• Lockheed Martin Solutions in Utility Space

Agenda

9


LM Big Data Expertize

10

Intel – Agency rethinking analytics

NGA – New architecture – image/video analytics

Defense – extending information base with unstructured data sets

Air Force – Pilot, sensor data, scientific analytics

INTEL & DEFENSE

CMS – Shorten time for claims data mgmt.

FDIC – Predicting banking asset risks

FTC – Email analytics for law enforcement

FAA – Air traffic flow optimization

CIVIL AGENCIES/COMMERCIAL


Example Client Project

11

Business Need

“An effective & efficient data & analytics environment supporting goals

of providing effective service at lower cost”

Today’s Challenge

Delayed Access to Data

Data & Analytics Growth

In-flexible Legacy solutions

Data and Analytics Duplication

Results by numbers

Market data from current 4-6 weeks to less than an hour

Reduced legacy cost and improve agility to meet new business needs

Flexible solution supporting data & analytics growth


LM Perspectives – Big Data

12

Data Analytics Data Analytics

Legacy Data

Sources Big Data – Foundation

Big Data

Store

&

Compute

Data Management

Team

Data Hub Admin

Energy

Planning

Reliability

Resources

Planning

T&D

Operations

Analytic

Tools of choice

System

Planning

Capacity Planning

Operations New Construction

Work Management

Cyber Security


LM Perspectives – Applications Based

13

Data Analytics Data Analytics

Legacy Data

Sources Big Data – Foundation

Big Data

Store

&

Compute

Data Management

Team

Data Hub Admin

Energy

Planning

Reliability

Resources

Planning

T&D

Operations

Analytic

Tools of choice

System

Planning

Capacity Planning

Operations New Construction

Work Management

Cyber Security


Agenda

14



• LM Solutions in Utility Space


Grid Visualization SEEview® Enterprise Energy Management

15

SEEview ®

Architecture SEEview ®


Grid Visualization SEEload® Advanced Load Management

16

SEEload ®


Grid Visualization Grid Connectivity by Power Tagging Technology

Power Tagging signals transverse the grid, determine grid location, and provide grid

information in near real-time

Feeders

2 3 4 1 FIM VirtuGrid™

Networked Grid

FIM

Campus

Meter

VirtuGrid™

Feeder

Campus Grid

FIM

Vir

tuG

rid™

Radial Grid

17


Situational Awareness/Predictive Forecasting Microgrid Architecture

18

SEEview

HMI


Situational Awareness/Predictive Forecasting Advanced Distribution Mgmt. System

Common Operating Picture (COP)

State Estimation

Power Flow

Forecast Outage

Awareness

Analytics, reporting

System Simulation

(Study) FLISR

Switching Orders

Tagging, Notes

Alarming DR, IVVC

Coord

DG, Microgrid

Monitoring

ADR Mgmt

Archiving Model

Manager

SCADA Interface (ICCP)

Distribution Scada

ADMS

19


Collaborative analytics

New and improved analytics

Reap Benefits of low cost, high

performing environment

Build out foundation to handle Data

challenges “Big Data Enabled”

Realize Big Data Value

20

TIME

Journey: Analytics platform

to Advance analytics


Thank You!

21

Documents

Solving Big Data Challenges - IEEE Power & Energy · PDF fileSolving Big Data Challenges ... Optimize the asset management and operations costs Share the data/intelligence for