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Micro Grids, Renewable Generation, Electric Power Resiliency Patrick E. Mantey CITRIS Jack Baskin School of Engineering University of California Santa Cruz 2016

Micro Grids, Renewable Generation, Electric Power Resiliency PIRE 2016.pdf · Micro Grids, Renewable Generation, Electric Power Resiliency Patrick E. Mantey CITRIS Jack Baskin School

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Page 1: Micro Grids, Renewable Generation, Electric Power Resiliency PIRE 2016.pdf · Micro Grids, Renewable Generation, Electric Power Resiliency Patrick E. Mantey CITRIS Jack Baskin School

Micro Grids,

Renewable Generation,

Electric Power Resiliency

Patrick E. Mantey

CITRIS

Jack Baskin School of Engineering

University of California Santa Cruz

2016

Page 2: Micro Grids, Renewable Generation, Electric Power Resiliency PIRE 2016.pdf · Micro Grids, Renewable Generation, Electric Power Resiliency Patrick E. Mantey CITRIS Jack Baskin School

Mantey Research Group / Contributors

Ali Adabi (PhD)

Rance Fredericksen*

Paul Naud*

Brandon Kinman*

Theodore Framhein*

John Jacobs*

Eric Cao (current MS candidate)

Olexiy Burov

Henry Krute**

Bryan Smith**

Tim Pace**

Pavlo Manovi**

Michael Bennett**

Nathan Abercrombie**

David Oda**

Kevin Abas**

Page 3: Micro Grids, Renewable Generation, Electric Power Resiliency PIRE 2016.pdf · Micro Grids, Renewable Generation, Electric Power Resiliency Patrick E. Mantey CITRIS Jack Baskin School

Disruptive Future of Electrical Grid

Change from today’s dependence on a tightly connected “synchronous” grid

Reduce vulnerability / increase resiliency

Expand use of renewable energy sources

Build a system of microgrids

Federated

Local generation and storage

Grid tied for economics/ efficiency

Page 4: Micro Grids, Renewable Generation, Electric Power Resiliency PIRE 2016.pdf · Micro Grids, Renewable Generation, Electric Power Resiliency Patrick E. Mantey CITRIS Jack Baskin School
Page 5: Micro Grids, Renewable Generation, Electric Power Resiliency PIRE 2016.pdf · Micro Grids, Renewable Generation, Electric Power Resiliency Patrick E. Mantey CITRIS Jack Baskin School
Page 6: Micro Grids, Renewable Generation, Electric Power Resiliency PIRE 2016.pdf · Micro Grids, Renewable Generation, Electric Power Resiliency Patrick E. Mantey CITRIS Jack Baskin School
Page 7: Micro Grids, Renewable Generation, Electric Power Resiliency PIRE 2016.pdf · Micro Grids, Renewable Generation, Electric Power Resiliency Patrick E. Mantey CITRIS Jack Baskin School

David Crane, CTO NRG Energy

November 12, 2015 [$20M “CarbonX Prize”]

http://www.greentechmedia.com/articles/read/david-cranes-5-steps-to-tackle-climate-change

Push renewables, even when it's hard: Crane's vision for NRG has been to make it the Google or Apple of energy delivery. Wall Street hasn't responded well to the plan. NRG is now splitting its traditional business from its green business in order to appease investors. Interestingly, Crane said that investor reaction might be a positive. “When the market treats every announcement as a negative catalyst, in some ways it’s freeing,” he said. “So you say, ‘I’m not going to try to figure it out; I’m just going to do the right thing.’”

Page 8: Micro Grids, Renewable Generation, Electric Power Resiliency PIRE 2016.pdf · Micro Grids, Renewable Generation, Electric Power Resiliency Patrick E. Mantey CITRIS Jack Baskin School

David Crane, CTO NRG Energy

November 12, 2015

http://www.greentechmedia.com/articles/read/david-cranes-5-steps-to-tackle-climate-change

Decentralize the developing world: If Crane were to start his career over, “I’d be bringing solar to every country in East Africa,” he said. “The opportunities are immense.” The market for off-grid solar is expanding quickly, with record-level commitments coming from local governments and investors in this sector. Crane suggested that emerging economies should avoid building out centralized power systems with large centralized fossil-fuel plants (which NRG owns a lot of).

Page 9: Micro Grids, Renewable Generation, Electric Power Resiliency PIRE 2016.pdf · Micro Grids, Renewable Generation, Electric Power Resiliency Patrick E. Mantey CITRIS Jack Baskin School

Connecting Renewable Generation to the Distribution Grid (US)

Using the Grid as “virtual storage”

Participate in the Energy Market (ISO)

California “Rule 21” Smart InvertersIEEE 1547 UL/ ANSI 1741

Net Metering / Net Energy Metering

Page 10: Micro Grids, Renewable Generation, Electric Power Resiliency PIRE 2016.pdf · Micro Grids, Renewable Generation, Electric Power Resiliency Patrick E. Mantey CITRIS Jack Baskin School
Page 11: Micro Grids, Renewable Generation, Electric Power Resiliency PIRE 2016.pdf · Micro Grids, Renewable Generation, Electric Power Resiliency Patrick E. Mantey CITRIS Jack Baskin School

Micro grids:

On Customer Side of theMeter

Page 12: Micro Grids, Renewable Generation, Electric Power Resiliency PIRE 2016.pdf · Micro Grids, Renewable Generation, Electric Power Resiliency Patrick E. Mantey CITRIS Jack Baskin School

Micro Grid

MUD

Campus

Building Complex

Apartment Complex

Commercial Building

Farm

Home

Page 13: Micro Grids, Renewable Generation, Electric Power Resiliency PIRE 2016.pdf · Micro Grids, Renewable Generation, Electric Power Resiliency Patrick E. Mantey CITRIS Jack Baskin School

Why Micro Grids?

Island operation (no grid to serve)

Rural areas

Electrical power availability

Grid outage

storms

instability

terrorism

Page 14: Micro Grids, Renewable Generation, Electric Power Resiliency PIRE 2016.pdf · Micro Grids, Renewable Generation, Electric Power Resiliency Patrick E. Mantey CITRIS Jack Baskin School

Outages

Large areas

Longer time to restoration

Page 15: Micro Grids, Renewable Generation, Electric Power Resiliency PIRE 2016.pdf · Micro Grids, Renewable Generation, Electric Power Resiliency Patrick E. Mantey CITRIS Jack Baskin School

Power System Restoration

M.M. Adibi (editor)

ISBN: 978-0-7803-5397-8

690 pages

June 2000, Wiley-IEEE Press

Page 16: Micro Grids, Renewable Generation, Electric Power Resiliency PIRE 2016.pdf · Micro Grids, Renewable Generation, Electric Power Resiliency Patrick E. Mantey CITRIS Jack Baskin School

Power System Restoration

“At a time when bulk power systems operate close to their design limits, the restructuring of the electric power industry has created vulnerability to potential blackouts. Prompt and effective power system restoration is essential for the minimization of downtime and costs to the utility and its customers, which mount rapidly after a system blackout.”

Page 17: Micro Grids, Renewable Generation, Electric Power Resiliency PIRE 2016.pdf · Micro Grids, Renewable Generation, Electric Power Resiliency Patrick E. Mantey CITRIS Jack Baskin School

Resiliency

“ability to recover from or adjust easily to misfortune or change”

Page 18: Micro Grids, Renewable Generation, Electric Power Resiliency PIRE 2016.pdf · Micro Grids, Renewable Generation, Electric Power Resiliency Patrick E. Mantey CITRIS Jack Baskin School

Micro Grid Management

Research Project

Utility “smart meter” data is inadequate

Employ low-cost instrumentation on customer side of utility meter

Page 19: Micro Grids, Renewable Generation, Electric Power Resiliency PIRE 2016.pdf · Micro Grids, Renewable Generation, Electric Power Resiliency Patrick E. Mantey CITRIS Jack Baskin School

Smart Electrical Distribution Grids

What one consumer can imagine smart meters / smart grid

could facilitate

Page 20: Micro Grids, Renewable Generation, Electric Power Resiliency PIRE 2016.pdf · Micro Grids, Renewable Generation, Electric Power Resiliency Patrick E. Mantey CITRIS Jack Baskin School

Smart Grid ??

The term “Smart Grid” refers to a modernization of the electricity delivery system so it monitors, protects and automatically optimizes the operation of its interconnected elements – from the central and distributed generator through the high-voltage network and distribution system, to industrial users and building automation systems, to energy storage installations and to end-use consumers and their thermostats, electric vehicles, appliances and other household devices.

The Smart Grid will be characterized by a two-way flow of electricity and information to create an automated, widely distributed energy delivery network. It incorporates into the grid the benefits of distributed computing and communications to deliver real-time information and enable the near-instantaneous balance of supply and demand at the device level.

Energy Independence and Security Act of 2007.

Page 21: Micro Grids, Renewable Generation, Electric Power Resiliency PIRE 2016.pdf · Micro Grids, Renewable Generation, Electric Power Resiliency Patrick E. Mantey CITRIS Jack Baskin School

IEEE Smart Grid

http://smartgrid.ieee.org/nist-smartgrid-framework/distribution

Page 22: Micro Grids, Renewable Generation, Electric Power Resiliency PIRE 2016.pdf · Micro Grids, Renewable Generation, Electric Power Resiliency Patrick E. Mantey CITRIS Jack Baskin School

“Smarts” of Distribution

Page 23: Micro Grids, Renewable Generation, Electric Power Resiliency PIRE 2016.pdf · Micro Grids, Renewable Generation, Electric Power Resiliency Patrick E. Mantey CITRIS Jack Baskin School

Silver Spring Networks View

http://www.silverspringnet.com/pdfs/SilverSpring-Datasheet-GE_kV2c.pdf

Page 24: Micro Grids, Renewable Generation, Electric Power Resiliency PIRE 2016.pdf · Micro Grids, Renewable Generation, Electric Power Resiliency Patrick E. Mantey CITRIS Jack Baskin School

TOU Electric Rate

http://www.gosolarnow.com/pdf%20files/PGE%20E7%20Rate%20Schedule.pdf

Page 25: Micro Grids, Renewable Generation, Electric Power Resiliency PIRE 2016.pdf · Micro Grids, Renewable Generation, Electric Power Resiliency Patrick E. Mantey CITRIS Jack Baskin School
Page 26: Micro Grids, Renewable Generation, Electric Power Resiliency PIRE 2016.pdf · Micro Grids, Renewable Generation, Electric Power Resiliency Patrick E. Mantey CITRIS Jack Baskin School
Page 27: Micro Grids, Renewable Generation, Electric Power Resiliency PIRE 2016.pdf · Micro Grids, Renewable Generation, Electric Power Resiliency Patrick E. Mantey CITRIS Jack Baskin School
Page 28: Micro Grids, Renewable Generation, Electric Power Resiliency PIRE 2016.pdf · Micro Grids, Renewable Generation, Electric Power Resiliency Patrick E. Mantey CITRIS Jack Baskin School
Page 29: Micro Grids, Renewable Generation, Electric Power Resiliency PIRE 2016.pdf · Micro Grids, Renewable Generation, Electric Power Resiliency Patrick E. Mantey CITRIS Jack Baskin School

http://www.gepower.com/prod_serv/products/metering/en/downloads/kv2ci_oi.pdf

Page 30: Micro Grids, Renewable Generation, Electric Power Resiliency PIRE 2016.pdf · Micro Grids, Renewable Generation, Electric Power Resiliency Patrick E. Mantey CITRIS Jack Baskin School

[GEH-7285, kV2c Encompass Electronic Meter pg.1-10]http://www.gepower.com/prod_serv/products/metering/en/downloads/kv2ci_oi.pdf

Page 31: Micro Grids, Renewable Generation, Electric Power Resiliency PIRE 2016.pdf · Micro Grids, Renewable Generation, Electric Power Resiliency Patrick E. Mantey CITRIS Jack Baskin School

MicrogridGrid

FossilGeneration

Wind Turbine

SolarGeneration

Load

Storage

Microgrid

Page 32: Micro Grids, Renewable Generation, Electric Power Resiliency PIRE 2016.pdf · Micro Grids, Renewable Generation, Electric Power Resiliency Patrick E. Mantey CITRIS Jack Baskin School

Instrumentation Overview

Page 33: Micro Grids, Renewable Generation, Electric Power Resiliency PIRE 2016.pdf · Micro Grids, Renewable Generation, Electric Power Resiliency Patrick E. Mantey CITRIS Jack Baskin School

Develop and apply – a cost/effective system including: monitoring of disaggregated energy use Load control (shedding / adding) Fossil fuel minimization Management of storage

Control/Operate “small” micro grid (nano-grid?)

Transform / integrate data into “intelligence”“Non-Intrusive Load Monitoring”

Page 34: Micro Grids, Renewable Generation, Electric Power Resiliency PIRE 2016.pdf · Micro Grids, Renewable Generation, Electric Power Resiliency Patrick E. Mantey CITRIS Jack Baskin School

Micro grid Challenges

Control Challenge does not scale

Small micro grids not easier than large ones

Maintaining voltage, frequency

Renewable Generation volatility

Loads Constraints

Limited Storage

Minimize use of fossil fuel

Page 35: Micro Grids, Renewable Generation, Electric Power Resiliency PIRE 2016.pdf · Micro Grids, Renewable Generation, Electric Power Resiliency Patrick E. Mantey CITRIS Jack Baskin School
Page 36: Micro Grids, Renewable Generation, Electric Power Resiliency PIRE 2016.pdf · Micro Grids, Renewable Generation, Electric Power Resiliency Patrick E. Mantey CITRIS Jack Baskin School
Page 37: Micro Grids, Renewable Generation, Electric Power Resiliency PIRE 2016.pdf · Micro Grids, Renewable Generation, Electric Power Resiliency Patrick E. Mantey CITRIS Jack Baskin School
Page 38: Micro Grids, Renewable Generation, Electric Power Resiliency PIRE 2016.pdf · Micro Grids, Renewable Generation, Electric Power Resiliency Patrick E. Mantey CITRIS Jack Baskin School

Energy Forensics

Use “AI” pattern recognition on sensor data to extract (“decompile”) aggregate energy consumption

Provide use input to user for retrospective on use

Obtain user preferences on costs/timing

“Smart Agent” implements user preferences vs. TOU, CPP

Page 39: Micro Grids, Renewable Generation, Electric Power Resiliency PIRE 2016.pdf · Micro Grids, Renewable Generation, Electric Power Resiliency Patrick E. Mantey CITRIS Jack Baskin School

Distribution System

Use of Smart Meter Data

System State Estimation

System Identification

System Restoration Speed-up

Data Architecture for Distribution System

Page 40: Micro Grids, Renewable Generation, Electric Power Resiliency PIRE 2016.pdf · Micro Grids, Renewable Generation, Electric Power Resiliency Patrick E. Mantey CITRIS Jack Baskin School

Micro-Grids

Renewables now intermixed in distribution system

Increased variability: difficulty forecasting demand

Effects (locally and regionally) of weather

Customer choices

Electric vehicles

Page 41: Micro Grids, Renewable Generation, Electric Power Resiliency PIRE 2016.pdf · Micro Grids, Renewable Generation, Electric Power Resiliency Patrick E. Mantey CITRIS Jack Baskin School

Microgrid Perspective

Garage

House

Neighborhood

Facility

Campus

Page 42: Micro Grids, Renewable Generation, Electric Power Resiliency PIRE 2016.pdf · Micro Grids, Renewable Generation, Electric Power Resiliency Patrick E. Mantey CITRIS Jack Baskin School
Page 43: Micro Grids, Renewable Generation, Electric Power Resiliency PIRE 2016.pdf · Micro Grids, Renewable Generation, Electric Power Resiliency Patrick E. Mantey CITRIS Jack Baskin School

PG &E

Smart Grid

Renewable Energy Sensor Network for the Santa Cruz Wharf

Wind

Generators

Solar

Power

Wind, Imaging &

Solar Sensors

Sensor

Node

Roof Top Pallet

Experiment

Internet

Interface

Wave

Power

Pili

ng

Wave

Sensor

Wharf

Power

Users

User

Sensor

Suites

Interpretive

Center

Research

Wharf Power

Design

Wharf Power

Operations

ClassesAMES

µ Grid

JFV 2-7-10

Page 44: Micro Grids, Renewable Generation, Electric Power Resiliency PIRE 2016.pdf · Micro Grids, Renewable Generation, Electric Power Resiliency Patrick E. Mantey CITRIS Jack Baskin School

??

How would / should a microgrid smoothly and cost-effectively

Disconnect and Reconnect

to the grid?

Page 45: Micro Grids, Renewable Generation, Electric Power Resiliency PIRE 2016.pdf · Micro Grids, Renewable Generation, Electric Power Resiliency Patrick E. Mantey CITRIS Jack Baskin School

Key Assumptions

Grid Connection

Price of energy from the grid depends on “time of use” (TOU) and /or “critical peak pricing” (CPP) “Demand Response” (DR)

DR complicates situations where focus is on minimum cost of energy (vs. minimal use of non-renewable sources)

Page 46: Micro Grids, Renewable Generation, Electric Power Resiliency PIRE 2016.pdf · Micro Grids, Renewable Generation, Electric Power Resiliency Patrick E. Mantey CITRIS Jack Baskin School

Context

Local generation

Renewable (solar, wind)

Fossil fuel generator (standby?)

Storage

Hybrid vehicle

Grid connection

Page 47: Micro Grids, Renewable Generation, Electric Power Resiliency PIRE 2016.pdf · Micro Grids, Renewable Generation, Electric Power Resiliency Patrick E. Mantey CITRIS Jack Baskin School

Key Assumptions

Local Generation (Renewables and ..)

Local loads not (all) essential at all times

Page 48: Micro Grids, Renewable Generation, Electric Power Resiliency PIRE 2016.pdf · Micro Grids, Renewable Generation, Electric Power Resiliency Patrick E. Mantey CITRIS Jack Baskin School

Battery Storage -Example

Tesla “Power Wall”7-10 KWH Energy Storage for a Sustainable Home

“Powerwall is a home battery that charges using electricity generated from solar panels, or when utility rates are low, and powers your home in the evening. It also fortifies your home against power outages by providing a backup electricity supply. Automated, compact and simple to install, Powerwall offers independence from the utility grid and the security of an emergency backup.”

Page 49: Micro Grids, Renewable Generation, Electric Power Resiliency PIRE 2016.pdf · Micro Grids, Renewable Generation, Electric Power Resiliency Patrick E. Mantey CITRIS Jack Baskin School

Battery Storage -ExampleDeeya Energy “L-Cell” technology

Energy Storage Platform (ESPTM) ESP 24KTM.

Modular energy storage

* 6+ hours of storage capacity

* Super fast charging time

* Rugged, outdoor design: -5C to +50C

* Clean, green & non-toxic materials

* 10,000+ charge/discharge cycles

Page 50: Micro Grids, Renewable Generation, Electric Power Resiliency PIRE 2016.pdf · Micro Grids, Renewable Generation, Electric Power Resiliency Patrick E. Mantey CITRIS Jack Baskin School

Local Generation (?)

Page 51: Micro Grids, Renewable Generation, Electric Power Resiliency PIRE 2016.pdf · Micro Grids, Renewable Generation, Electric Power Resiliency Patrick E. Mantey CITRIS Jack Baskin School

Microgrid Control: Load Matches Generation

Generation Load

HVAC

Electric Car

Solar Generation

Wind Generation

Page 52: Micro Grids, Renewable Generation, Electric Power Resiliency PIRE 2016.pdf · Micro Grids, Renewable Generation, Electric Power Resiliency Patrick E. Mantey CITRIS Jack Baskin School

Microgrid : Load Exceeds Generation(Grid Connected)

Generation Load

HVAC

Washer & Dryer

Electric Car

Solar Generation

Wind Generation

Grid

Page 53: Micro Grids, Renewable Generation, Electric Power Resiliency PIRE 2016.pdf · Micro Grids, Renewable Generation, Electric Power Resiliency Patrick E. Mantey CITRIS Jack Baskin School

Microgrid : Load Exceeds Generation(Grid Connected)

Generation Load

HVAC

Washer & Dryer

Electric Car

Solar Generation

Wind Generation

$$Grid $$

Page 54: Micro Grids, Renewable Generation, Electric Power Resiliency PIRE 2016.pdf · Micro Grids, Renewable Generation, Electric Power Resiliency Patrick E. Mantey CITRIS Jack Baskin School

Microgrid: Generation Exceeds Loads (Island)

Generation Load

Page 55: Micro Grids, Renewable Generation, Electric Power Resiliency PIRE 2016.pdf · Micro Grids, Renewable Generation, Electric Power Resiliency Patrick E. Mantey CITRIS Jack Baskin School

Microgrid Control: Generation Matches Loads(Island)

Generation Load

HVAC

Electric Car

Storage as load

Solar Generation

Wind Generation

Solar Generation

Page 56: Micro Grids, Renewable Generation, Electric Power Resiliency PIRE 2016.pdf · Micro Grids, Renewable Generation, Electric Power Resiliency Patrick E. Mantey CITRIS Jack Baskin School

Microgrid : Load Exceeds Generation (Island)

Generation Load

Page 57: Micro Grids, Renewable Generation, Electric Power Resiliency PIRE 2016.pdf · Micro Grids, Renewable Generation, Electric Power Resiliency Patrick E. Mantey CITRIS Jack Baskin School

MicrogridGrid

FossilGeneration

Wind Turbine

SolarGeneration

Load

Storage

Microgrid

MicrogridMonitorin

gAnd

Control

LM

LM

LM

LM=Load Monitor

Page 58: Micro Grids, Renewable Generation, Electric Power Resiliency PIRE 2016.pdf · Micro Grids, Renewable Generation, Electric Power Resiliency Patrick E. Mantey CITRIS Jack Baskin School

Do we need a control room for Microgrid?

Page 59: Micro Grids, Renewable Generation, Electric Power Resiliency PIRE 2016.pdf · Micro Grids, Renewable Generation, Electric Power Resiliency Patrick E. Mantey CITRIS Jack Baskin School
Page 60: Micro Grids, Renewable Generation, Electric Power Resiliency PIRE 2016.pdf · Micro Grids, Renewable Generation, Electric Power Resiliency Patrick E. Mantey CITRIS Jack Baskin School

Control /Synchronization

Ideal – smooth transitions from grid-connected to operation isolated from grid and back to grid connection.

Page 61: Micro Grids, Renewable Generation, Electric Power Resiliency PIRE 2016.pdf · Micro Grids, Renewable Generation, Electric Power Resiliency Patrick E. Mantey CITRIS Jack Baskin School

Today

Going off grid – e.g. conventional backup

Grid connection failure initiates local generation

With adequate backup storage and local renewable, may not be disruptive

Otherwise, delay to bring up local generation

Page 62: Micro Grids, Renewable Generation, Electric Power Resiliency PIRE 2016.pdf · Micro Grids, Renewable Generation, Electric Power Resiliency Patrick E. Mantey CITRIS Jack Baskin School

Grid to Microgrid

Going off grid requires matching local load to generation

Generation excess – problem of back feed of generator(s)

Generation deficiency – won’t carry load

Local energy storage critical for smooth transition

Need automated load management to match loads to available power when off-grid

Implies good instrumentation and remote control of loads –power on / off, and possibly varying load

Page 63: Micro Grids, Renewable Generation, Electric Power Resiliency PIRE 2016.pdf · Micro Grids, Renewable Generation, Electric Power Resiliency Patrick E. Mantey CITRIS Jack Baskin School

Control /Synchronization

Ideal – smooth transitions from isolated micro grid back to grid connected operation

Reconnection to the grid requires synchronization

Page 64: Micro Grids, Renewable Generation, Electric Power Resiliency PIRE 2016.pdf · Micro Grids, Renewable Generation, Electric Power Resiliency Patrick E. Mantey CITRIS Jack Baskin School

Today

Reconnecting to grid –synchronization

Requires local generation disconnected

May need to reduce load before reconnect

Load brought back slowly

Reconnect Renewable Generation

(solar, wind) via inverter”

“Power System Restoration”

Page 65: Micro Grids, Renewable Generation, Electric Power Resiliency PIRE 2016.pdf · Micro Grids, Renewable Generation, Electric Power Resiliency Patrick E. Mantey CITRIS Jack Baskin School

Micro-Grids and Power Distribution Research

Micro Grid Instrumentation and Control

Renewable Generation (major energy source)

Operation Grid Connected or as “Island”

Storage (technology, size, management)

Load Identification, Monitoring / Intelligent Agents for Demand /Response Economical Instrumentation for EMS, ToU Pricing

Smoothing Impacts of Renewable Generation on the Grid

VAR Compensation, Distribution Voltage Profile Management

Distribution System Monitoring, Fault Identification and Location to Improve Safety and Service Restoration

Page 66: Micro Grids, Renewable Generation, Electric Power Resiliency PIRE 2016.pdf · Micro Grids, Renewable Generation, Electric Power Resiliency Patrick E. Mantey CITRIS Jack Baskin School

Conclusion

Micro grids present challenges

Micro grids have value to both

Consumers

Utilities