high penetration pv analysis - california...11 background - smud publicly owned (sixth largest in...

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January 26, 2011 Las Vegas, NV Elaine Sison-Lebrilla Sacramento Municipal Utility District Dora Nakafuji Hawaiian Electric Company SEEING IMPACTS OF HIGH PENETRATION PV

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Page 1: High Penetration PV Analysis - California...11 Background - SMUD Publicly Owned (Sixth Largest in U.S.) Service area of 900 square miles, serving 1.4 Million (Sacramento County and

January 26, 2011

Las Vegas, NV

Elaine Sison-Lebrilla

Sacramento Municipal Utility District

Dora Nakafuji

Hawaiian Electric Company

SEEING IMPACTS OF HIGH PENETRATION PV

Page 2: High Penetration PV Analysis - California...11 Background - SMUD Publicly Owned (Sixth Largest in U.S.) Service area of 900 square miles, serving 1.4 Million (Sacramento County and

Overview

Background

Drivers/Challenges

Major Transformational Areas

SMUD/HECO High Penetration PV

Initiative

Discussion/Q&A

2

Page 3: High Penetration PV Analysis - California...11 Background - SMUD Publicly Owned (Sixth Largest in U.S.) Service area of 900 square miles, serving 1.4 Million (Sacramento County and

Issues Being Encountered as

Penetration Increases

Midnight Midnight

MW

12 noonMidnight Midnight

MW

12 noon

Min & Max output of

base (firm)

generating units

Output of

intermittent units

Excess Energy –

curtailed or

dumped WE PAY

FOR THIS

Supply exceeds

Demand at

minimum load

Supply does not

meet demand at

maximum load

Costly Energy –

procured, WE

PAY FOR THIS

Local DG

changing load

shape

Curtailment ReliabilityMasked Loads

Integration of DSM need

to be coupled to system

3

Page 4: High Penetration PV Analysis - California...11 Background - SMUD Publicly Owned (Sixth Largest in U.S.) Service area of 900 square miles, serving 1.4 Million (Sacramento County and

Electric Sector Paradigm Shift

Work needed to bridge the gaps for “Seams” Infrastructure

and Coordinated Response & Control Logic with utilities

Generators & IPPs Transmission Infrastructure Distribution Infrastructure Distributed &Customer Options

Conventional Power Flow Direction

Seams

System

Controls

Local

Controls

4

Page 5: High Penetration PV Analysis - California...11 Background - SMUD Publicly Owned (Sixth Largest in U.S.) Service area of 900 square miles, serving 1.4 Million (Sacramento County and

5

Integration Questions

Policy: RPS and climate goals

Market: Emergence of Variable renewable resources and distributed resource incentives

Interoperability of the Grid: Infrastructure and process changes to accommodate higher levels of variable and distributed resources

Requires Alignment of Policy, Market & Technology

5

Page 6: High Penetration PV Analysis - California...11 Background - SMUD Publicly Owned (Sixth Largest in U.S.) Service area of 900 square miles, serving 1.4 Million (Sacramento County and

Preserve Utility Guiding Principles

Reliability of Service

Maintain cost-effectiveness for

Customers

Ensure robust & secure infrastructure

Sustainable resources

Diverse, flexible and balanced portfolio

Knowledgeable workforce

Tools to do things “in house”

6

Page 7: High Penetration PV Analysis - California...11 Background - SMUD Publicly Owned (Sixth Largest in U.S.) Service area of 900 square miles, serving 1.4 Million (Sacramento County and

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CA & HI Energy Picture

Primary resource is natural gas, 80% imported from other states & Canada

Top 10 generation plants are gas, nuclear and hydro resources

Nearly 25% of electricity consumed is imported from neighboring states

Primary resource is petroleum, 90% imported (30% for electricity, 60% transportation)

Top 10 generation plants are petroleum, coal, and waste resources

Islanded systems

California Hawaii

* Source: CEC 2008; HECO 2008

Page 8: High Penetration PV Analysis - California...11 Background - SMUD Publicly Owned (Sixth Largest in U.S.) Service area of 900 square miles, serving 1.4 Million (Sacramento County and

Background – HECO & Hawaii’s

Energy Use Today

Regulated utility, providing energy for the islands for over

100 years

Hawaiian Electric Utilities (HECO/MECO/HELCO) serve

95% of the state’s 1.2 million residents on the islands of

Oahu, Maui, Lanai and Molokai and the Big Island Hawaii.

Primary energy source (90%) is imported crude oil

8

Page 9: High Penetration PV Analysis - California...11 Background - SMUD Publicly Owned (Sixth Largest in U.S.) Service area of 900 square miles, serving 1.4 Million (Sacramento County and

Where are we Today?

Act 155 established

RPS – 40%

renewables from

electricity, 70% total

(includes

transportation)

Energy efficiency

standard of 30 by

2030 (3,400 GWh)

HECO – 15%,

HELCO – 39%,

MECO – 23%

9

Kauai

Oahu

Molokai

Lanai

Hawaii

Population

905,601 *

Population

173,057 *

Tri-island

population

141,783 *

* U.S. Census estimates as of July 2007

Maui

Solar

Wind Geothermal

MSW

Biomass/

Biofuel

OTEC/

Wave

DSM/Energy

Efficiency

Hydro/

Pumped

Page 10: High Penetration PV Analysis - California...11 Background - SMUD Publicly Owned (Sixth Largest in U.S.) Service area of 900 square miles, serving 1.4 Million (Sacramento County and

0%

10%

20%

30%

40%

50%

60%

70%

Pe

ne

tra

tio

n

Feeder Names

Existing

Planned

Source: HELCO August 2010

10

Where are

We Today?

Circuit

Penetration

%

Installed PV

Max Circuit Load=

Page 11: High Penetration PV Analysis - California...11 Background - SMUD Publicly Owned (Sixth Largest in U.S.) Service area of 900 square miles, serving 1.4 Million (Sacramento County and

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Background - SMUD

Publicly Owned (Sixth Largest in U.S.)

Service area of 900 square miles, serving 1.4 Million (Sacramento County and parts of Placer)

Over 578,000 Residential, Commercial and Industrial customers

Record peak demand-3,299 MW on July 24, 2006

Aggressive 23.5% Renewable supply by 2010; 37% by 2020

GHG Reductions by 2050 (10% of 1990 levels, <350,000 metric tonnes/year)

CSI Goal of 125 MW, Feed-In Tariff of 100 MW

11

Page 12: High Penetration PV Analysis - California...11 Background - SMUD Publicly Owned (Sixth Largest in U.S.) Service area of 900 square miles, serving 1.4 Million (Sacramento County and

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Background-Renewable Supply

SMUD

Renewable

Energy

Program

2009

Supply

Goal

2009

Actual

2010

Goal

2020

Goal

RPS 17.5% 18.8% 20% 33%

Greenergy 3.5% 3.5% 3.9% 4%

Totals 21% 22.3% 23.9% 37%

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Page 13: High Penetration PV Analysis - California...11 Background - SMUD Publicly Owned (Sixth Largest in U.S.) Service area of 900 square miles, serving 1.4 Million (Sacramento County and

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Where are we Today?

Currently, about 20 MW of distributed

PV, no visible impacts

Feed-In Tariff contracts - 100 MW to be

installed in 2011-2013 timeframe, in 5

MW increments

CSI goal is 125 MW of roof-top PV

Expect to see impacts to grid with higher

penetration.

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Page 14: High Penetration PV Analysis - California...11 Background - SMUD Publicly Owned (Sixth Largest in U.S.) Service area of 900 square miles, serving 1.4 Million (Sacramento County and

SMUD/HECO High Penetration

PV Initiative & TeamTeam Primary Staff

Elaine Sison-Lebrilla, Obadiah

Bartholomy and David Brown

Tom Aukai, Dora Nakafuji (HECO)

Laura Rogers, Hal Kamigaki

(HELCO)

Chris Reynolds (MECO)

Ron Davis, Emma Stewart, Billy

Quach

James Bing

Brock LaPorte, Matt Galland

14

Page 15: High Penetration PV Analysis - California...11 Background - SMUD Publicly Owned (Sixth Largest in U.S.) Service area of 900 square miles, serving 1.4 Million (Sacramento County and

High Penetration PV Initiative

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Goal:

Enable appropriate capability to reliably plan and

operate with high penetration of variable

renewable resources on the grid especially during

high impact conditions (e.g. variable weather,

peak loads, minimum loads, contingencies)

Objectives:

• Inform and pilot the development of visual tracking,

field measurement and validated analytical

capability including hardware and software to

evaluate the impact of high penetrations of PV

systems on our grid

• Transfer of lessons learned to other utilities

Page 16: High Penetration PV Analysis - California...11 Background - SMUD Publicly Owned (Sixth Largest in U.S.) Service area of 900 square miles, serving 1.4 Million (Sacramento County and

Grant Background

Application submitted Fall 2009

March 11th, CPUC Resolution approved entering

into grant agreements with SMUD and other

proposed grant recipients

May 6th, SMUD Board Authorized implementation

of the High Penetration PV Initiative Project

June 10, 2010, effective date of the

CPUC/Itron/SMUD funding agreement.

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Page 17: High Penetration PV Analysis - California...11 Background - SMUD Publicly Owned (Sixth Largest in U.S.) Service area of 900 square miles, serving 1.4 Million (Sacramento County and

Why This Effort is Timely?

Emerging levels of distributed generation “behind-the-meter” generation is increasing

Levels are exceeding “rules-of-thumb” used in standard utility practices for planning

Operations lack visibility to control and plan for impact of variable renewables on the distribution grid

Industry lacks capability (tools/data) to effectively plan for PV impacts on the grid

No commercially available capability exists to meet solar forecasting needs

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ADDRESS COMMON ISSUES

Page 18: High Penetration PV Analysis - California...11 Background - SMUD Publicly Owned (Sixth Largest in U.S.) Service area of 900 square miles, serving 1.4 Million (Sacramento County and

Why SMUD/HECO Partnership?

Aggressive state RPS policies in both

California and Hawaii

SMUD/HECO have very similar system

attributes

SMUD/HECO utilizing similar system and

distribution modeling tools

Facing similar high penetration PV

challenges – HECO has high penetration

over 30% on a number of circuits

Cost-effective solutions needed to maintain

reliability

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Page 19: High Penetration PV Analysis - California...11 Background - SMUD Publicly Owned (Sixth Largest in U.S.) Service area of 900 square miles, serving 1.4 Million (Sacramento County and

Issues & Risks

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Aggressive 2 year project schedule

Investigative nature of efforts

Multiple high-penetration sites to

consider (HECO/HELCO/MECO)

Internal resources needed to support

rapid deployment of field monitoring

devices

Subject to regulatory agencies (in

California and Hawaii) review and

benefits reporting

Involvement of several parties

Page 20: High Penetration PV Analysis - California...11 Background - SMUD Publicly Owned (Sixth Largest in U.S.) Service area of 900 square miles, serving 1.4 Million (Sacramento County and

Project Administration & Budgets

Status Meetings

Technology Transfer Venues

Discuss Approach with partners

Learn and communicate “lessons learned”

Inform new tools, process and procedures

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Task 1: Project Management

Page 21: High Penetration PV Analysis - California...11 Background - SMUD Publicly Owned (Sixth Largest in U.S.) Service area of 900 square miles, serving 1.4 Million (Sacramento County and

Task 2: Baseline Modeling of SMUD and HECO Systems

Identify high penetration circuits and characteristics

Gather circuits data (i.e. voltage, loads, PV production, faults) and baseline models

Conduct distribution circuit and systems modeling

Assess and visualize results

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Objectives: Use DG models to simulate and track PV penetration levels for impact and potential value. Link results of distribution model (SynerGEE) to inform transmission modeling

System-level

DG impact model view

Circuit

level DG impact model

view with monitoring

locations

Page 22: High Penetration PV Analysis - California...11 Background - SMUD Publicly Owned (Sixth Largest in U.S.) Service area of 900 square miles, serving 1.4 Million (Sacramento County and

Task 3: Field Monitoring and Analysis

• Install solar monitoring

equipment

• Collect high resolution

field data (seconds-

minutes PV

generation and load

by circuit)

• Validate simulation

runs with observed

field data

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Synergee model of Anatolia Subdivision

Objectives: Use simulation, testing and

validated results to address grid impacts

(e.g. protection, voltage regulation, VAR

control, fault contribution, reverse power

flows, etc.)

Page 23: High Penetration PV Analysis - California...11 Background - SMUD Publicly Owned (Sixth Largest in U.S.) Service area of 900 square miles, serving 1.4 Million (Sacramento County and

Understanding the Solar Resource both Long-

term & Short-term Variability (Planning)

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Solar resource (W/m2) variability over the yearSource: HECO

Year09 Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec

1

2

3

4

5

6

7

8

9

10

11

12

13

14

15

16

17

18

19

20

21

22

23

24

Waipio Solar Irradiance

Month in a year

Tim

e in a

day

0

100

200

300

400

500

600

700

W/m2

Sub-hourly solar variability

Page 24: High Penetration PV Analysis - California...11 Background - SMUD Publicly Owned (Sixth Largest in U.S.) Service area of 900 square miles, serving 1.4 Million (Sacramento County and

Hi-Pen PV Impact on the Grid - Substation Circuit

Monitoring & Analysis (Operations)

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Circuit load (SLACA)

Installed Circuit PV (Sensor Profile)

Circuit + Displace Load (PV)

Oahu

Circuit

LM-1 solar availability

sensors

TJD-1 mobile solar

irradiance sensors

Preliminary Results: Field sensor deployments

and results are helping to increase visibility at the

distribution level

• Low-cost capability to account for PV load and actual system load for planning & forecasting

• Correlate grid conditions with solar variability to assess impacts (max load, light load, storm conditions, contingencies, reserve plans)

Page 25: High Penetration PV Analysis - California...11 Background - SMUD Publicly Owned (Sixth Largest in U.S.) Service area of 900 square miles, serving 1.4 Million (Sacramento County and

Field Validation Locations & Devices:

Calibration & Select Customer Site Monitoring

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Rooftop calibration of LM-1 monitors

Customer site PV output monitor

Page 26: High Penetration PV Analysis - California...11 Background - SMUD Publicly Owned (Sixth Largest in U.S.) Service area of 900 square miles, serving 1.4 Million (Sacramento County and

Task 4: High Penetration Solar/Wind

Visualization Analysis Pilot

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Graphically display of renewable resource

monitoring & development areas

Develop overlay datasets (e.g. geographic

information, circuit data, modeling

contours)

Develop and pilot visualization analysis

tool for planning and operations

Maui

Source: December

2010 data

< 1%

1% < DG 5%

5% < DG 10%

10% < DG < 15%

DG 15%

Maui

Source: December

2010 data

Maui

Source: December

2010 data

< 1%

1% < DG 5%

5% < DG 10%

10% < DG < 15%

DG 15%

Hawaii

Page 27: High Penetration PV Analysis - California...11 Background - SMUD Publicly Owned (Sixth Largest in U.S.) Service area of 900 square miles, serving 1.4 Million (Sacramento County and

Data to Improve Distribution & Planning ModelsInverter and Aggregated PV Models

• Characterize discrete and aggregated

circuit load profiles at 12 kV substation

(residential, industrial, commercial)

• Expedite circuit evaluations and

aggregate impacts for planning

• Use reference LM-1 sensors to

estimate solar resource output at

location

• Be able to project solar resource

potential and circuit loading to account

for behind-the-meter generation

Monitoring

Validation

Integration

Customer sites

Employee Volunteers

Parameterization of

ramp rates over

various time intervals

and locations

Gain experience

Engage field personnel

Page 28: High Penetration PV Analysis - California...11 Background - SMUD Publicly Owned (Sixth Largest in U.S.) Service area of 900 square miles, serving 1.4 Million (Sacramento County and

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Task 5: Solar Resource Data Collection

& Forecasting (NEO Virtus)

Deployment of Network of 70 Solar

Irradiance monitors, cell modem data

collection, 1 minute data

Modeling/solar forecasting using

NOAA weather forecasts, validated

using ground network

Assessment of resource variability

across much of the service territory

over the year

Development of a forecasting tool for

solar characterization and cloud

impacts on system

Page 29: High Penetration PV Analysis - California...11 Background - SMUD Publicly Owned (Sixth Largest in U.S.) Service area of 900 square miles, serving 1.4 Million (Sacramento County and

Solar Resource Data Collection

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Pre-prototype irradiance monitor

Prototype irradiance monitor

Page 30: High Penetration PV Analysis - California...11 Background - SMUD Publicly Owned (Sixth Largest in U.S.) Service area of 900 square miles, serving 1.4 Million (Sacramento County and

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Inverter Communications

(SunPower) – Task 3.3• Demonstrate Inverter

Monitoring via AMI communication from smart meter to inverter

• Demonstrate receiving data, querying for faults, sending control signals

• Utilized as actively controlled contributors versus passive devices on the grid

Page 31: High Penetration PV Analysis - California...11 Background - SMUD Publicly Owned (Sixth Largest in U.S.) Service area of 900 square miles, serving 1.4 Million (Sacramento County and

Conclusion

Drivers for increasing Renewable

Energy

Challenges with higher levels of

variable renewable generation

Collecting information and looking

for solutions with the SMUD/HECO

High Penetration PV Initiative

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Page 32: High Penetration PV Analysis - California...11 Background - SMUD Publicly Owned (Sixth Largest in U.S.) Service area of 900 square miles, serving 1.4 Million (Sacramento County and

Thank You

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Questions/Comments??

Dora Nakafuji

[email protected]

Director of Renewable Energy Planning

Hawaiian Electric Company

For more information please contact:

Elaine Sison-Lebrilla

[email protected]

Senior Project Manager, Renewable Energy

Sacramento Municipal Utility District