MARAMA 2012 Monitoring Committee Workshop

Size: px
Start display at page:

Download "MARAMA 2012 Monitoring Committee Workshop"

Transcription

1 MARAMA 2012 Monitoring Committee Workshop Mike Kormos Senior Vice President Operations PJM Interconnection September 18, % of generation in Eastern Interconnection 28% of load in Eastern Interconnection 19% of transmission assets in Eastern Interconnection PJM as Part of the Eastern Interconnection KEY STATISTICS PJM member companies 750+ millions of people served 60 peak load in megawatts 163,848 MWs of generating capacity 185,600 miles of transmission lines 65,441 GWh of annual energy 832,331 generation sources 1,365 square miles of territory 214,000 area served 13 states + DC Internal/external tie lines % of U.S. GDP produced in PJM As of 1/4/

2 The History of PJM 3 State Grid Corp. of China 900,000 MW Installed Capacity 44,169 miles transmission (330kV +) PJM in the World RAO UES of Russia PJM Midwest ISO Power Grid Corp. of India EDF (France) Tokyo Electric 211,000 MW Installed Capacity 94,747 miles of transmission (220kV +) 185,600 MW Installed Capacity 214 Interties 1,365 Generating Units 65,440 miles of transmission 159,000 MW Installed Capacity 57,453 miles of transmission 68,000 MW Installed Capacity 23 Interties 1,000 Generating Units 117,228 miles of transmission (220kV+) 83,000 MW Installed Capacity 41 Interties 608 Generating Units 30,162 miles of transmission 68,000 MW Installed Capacity 3 Interties 147 Generating Units 43,857 miles of transmission As of March 2011 National Grid (England & Wales) 68,000 MW Installed Capacity 2 Interties 212 Generating Units 14,552 miles of transmission 4 2

3 Annual Billings $40 $35 $35.9 $30 $25 Billions $20 $15 $10 $5 $ PJM s Role as a Regional Transmission Organization Air Traffic Controllers for the Transmission Grid Stock Market for Electricity Match generation to load Energy Market Pricing 6 3

4 August 14 th 2003 The Blackout 7 7 Phase 1, item A: 1:31:34 PM ONTARIO Transmission Lines Eastlake Generator trips off-line 2 1A 765 kv 500 kv 345 kv 230 kv Impacts flows reactive support (voltage) 1 Contingency analysis not re-run What if study 8 8 4

5 Phase 1, item B: 2:02 PM Loss of a 345 kv Transmission pathway 1B First Energy (FE) and MidWest Independent System Operator s (MISO) monitoring systems are failing 9 9 (3:05:41) Loss of the Harding-Chamberlin 345 kv line tree contact FE and MISO operators not aware of line loss

6 (3:05:41) (3:32:03) Loss of the Hanna - Juniper 345 kv line tree contact FE and MISO operators not aware of both line losses 11 1 (3:05:41) (3:32:03) Loss of the South-Canton - Star 345 kv line tree contact (3:41:35) FE has emergency indicator

7 (4:05:57.5) Loss of the Sammis - Star 345 kv line 13 1 Phase 4 Begins: 4:05:57.5 p.m. Remaining paths 4A

8 Phase 4: 4:08:59 4:09:07 p.m. ONTARIO Two more 345 kv lines trip 4D 4C 4B 15 1 Phase 5: 4:10:36 4:10:37 p.m. 5A Three more 345 kv lines in MI, OH, PA and 20 generators trip

9 Phase 5: 4:10:37.5 4:10:38.6 p.m. 5B 5C Detroit, Toledo, Cleveland load pocket 17 1 Summary at 4:10:38.6 p.m. Power swings

10 Phase 5: 4:10:39 p.m. 5D Two more 345 kv lines in PA trip 19 1 Phase 5: 4:10:44 p.m. 5E

11 Phase 5: 4:10:39-4:10:45 p.m. 5F 21 2 Phase 5: 4:10:43 4:10:45 p.m. North of Lake Superior 5G 5G

12 Phase 6: 4:10:46 4:13 p.m End of the Cascade Area affected by blackout pockets of generation and load remain on

13 PJM 500 kv Voltages (cont d) Note: Time stamps on voltage data may not match exactly with equipment outage times

14 Blackout Causes TRAINING TOOLS TREES Items of Interest Frequency Realism Effectiveness Real Time Analysis of N-1 Operator & Crisis Friendly Inquisitive Operations Frequency Regulatory Support Inspection 10/1/ Current Industry Challenges

15 Installed Capacity in PJM (MW) Coal, 75,267 MW, 41% Gas, 50,525 MW, 28% Solar, 40 MW, 0% Solid Waste, 705 MW, 0% Wind, 4,996 MW, 3% Hydroelectric, 8,047 MW, 4% Oil, 11,217 MW, 6% Wind Nameplate = MW/13% Solar Nameplate = 15.3 MW/38% Nuclear, 33,146 MW, 18% Source: Third Quarter 2011 State of Market Report 29 Coal Plant Retirements Over 16,000 MW of Pending Deactivations (~13,500 MW since 11/2011) 30 15

16 Transitioning Fuel Mix , World Gas Fields by Recoverable Reserves (TCF) Transitioning Fuel Mix Do the math: Annual US natural gas usage is ~20 TCF; Marcellus could contain 30 years of natural gas supply! Source: EIA, CHK estimates, et al 32 16

17 Renewable Portfolio Standards (RPS) WA: 15% x 2020* OR: 25% x 2025 (large utilities)* 5% - 10% x 2025 (smaller utilities) MT: 15% x 2015 ND: 10% x / December 2011 SD: 10% x 2015 MN: 25% x 2025 (Xcel: 30% x 2020) WI: Varies by utility; ~10% x 2015 statewide NV: 25% x 2025* CO: 30% by 2020 (IOUs) 10% by 2020 (co-ops & large munis)* IA: 105 MW IL: 25% x 2025 CA: 33% x 2020 UT: 20% by 2025* KS: 20% x 2020 MO: 15% x 2021 AZ: 15% x 2025 OK: 15% x 2015 NM: 20% x 2020 (IOUs) 10% x 2020 (co-ops) MI: 10% & 1,100 MW x 2015* IN: 15% x 2025 VT: (1) RE meets any increase in retail sales x 2012; (2) 20% RE & CHP x 2017 NY: 29% x 2015 OH: 25% x 2025 WV: 25% x 2025* VA: 15% x 2025* NC: 12.5% x 2021 (IOUs) 10% x 2018 (co-ops & munis) ME: 30% x 2000 New RE: 10% x 2017 NH: 23.8% x 2025 MA: 22.1% x 2020 New RE: 15% x 2020 (+1% annually thereafter) RI: 16% x 2020 CT: 27% x 2020 PA: ~18% x 2021 NJ: 20.38% RE x ,316 GWh solar x 2026 DC MD: 20% x 2022 DE: 25% x 2026* DC: 20% x 2020 TX: 5,880 MW x 2015 PR: 20% x 2035 HI: 40% x 2030 Renewable portfolio standard Renewable portfolio goal Solar water heating eligible Minimum solar or customer-sited requirement Extra credit for solar or customer-sited renewables * Includes non-renewable alternative resources 29 states + DC and PR have an RPS (8 states have goals) 33 Proposed Renewable Generation in PJM As of January 4,

18 New Resources in PJM Planning Queues (Active and Under Construction) Solar, 3,883 MW, 5% Storage, 145 MW, 0% Wind, 39,459 MW, 45% Combined Cycle, 27,365 MW, 32% Diesel, 301 MW, 0% Hydro, 406 MW, 0% Combined Turbine, 3,073 MW, 4% Nuclear, 6,177 MW, 7% Steam, 6,055 MW, 7% State of Markets Report As of September 30, The Fine Print on Renewables Wind is coming, but not on the peak hours. (13% available at the time of peak) Energy storage is needed to ensure renewables achieve their potential

19 Integrating New Infrastructure Intermittent Wind Generation 37 PJM Load and Wind Resources April 7, Load MW Wind MW Locational marginal Price- $/MWh PJM-RTO Chicago 38 19

20 Comparison of Wind with Solar PV 4.6 MW TEP Solar Array (Arizona) Source: Carnegie Mellon University 39 Consumer Devices Smart Grid Energy Users Energy Providers Distribution Network Operations Transmission 40 20

21 18,000 16,000 14,000 12,000 10,000 8,000 6,000 4,000 2,000 Offers of Demand Resources Prior To RPM Implementation RPM Implementation Strengthening Responsive Load Energy Efficiency RPM and FRR DR Interruptible Load for Reliability Active Load Management / / / / / / / / / / Four Trends to Watch 42 21

22 PJM s Control Room 43 PJM AC² Objectives Construct second data and control center Implement parallel systems High availability Geographically diverse Secure Dual Hot Site Re-architecture of major applications Migrating to a Service Oriented Architecture (SOA) 44 22

23 Member Company Using etools Internet Private Network AC¹ Jefferson Control Center ESB HSB AC² Milford Control Center PJMnet Member Company EMS Member Company EMS 45 AC 2 - Key New Technologies Cognitive Task Analysis Improving dispatcher actions and workflow Visualization Assimilating vast data visually Intelligent Event Processing process and report events using data correlation and pattern recognition Web Services / SOA new architecture for core systems Virtualization logically and dynamically deploy processors Generation Control Algorithm achieve greater dispatch control and efficiencies 46 23

24 Multiple Interface Complexity Energy Mgmt System SCADA, Network Applications, AGC Market Mgmt System Dispatch Management Tool emkt & eftr esuite emtr 47 UE&V - A Common User Interface Engy Mgmt Task Based System SCADA, Network Applications, AGC Market Mgmt Personalization Customization Navigation Security AC2 Technology System Dispatch Management Tool emkt & eftr esuite Single Sign On emtr 48 24

25 Intelligent Event Process (IEP) Design Concept PJM Rules UI IEP Procedures Data 49 IEP Solution 50 25

26 Previously PJM operated with multiple applications. These applications communicate back and forth to send or receive data through various bridges. This process was working with over 500 bridges. To increase efficiency and accuracy, SOA was the solution of choice and was implemented as the first components of the Shared Architecture project. Former State: A Web of Data Bridges AC² Web Services/SOA Conceptual Model Industry standard messaging architecture Business service focused Security built into the architecture Plug and play architecture for power systems 52 26

27 Generation Control Application Improved Dispatch Efficiency KL1 53 PJM Integrating Grids & Markets Focus on three things 1. Keeping the Lights On 2. Fair and Efficient Markets 3. Infrastructure for the future 54 27

28 Slide 53 KL1 Cost savings being calculated won't have until tomoorow at the earliest Kirsten Lusska, 5/21/2009

Solar Power. Michael Arnold, LEED AP. ACI-NA Environmental Committee Meetings June 27, 2011

Solar Power. Michael Arnold, LEED AP. ACI-NA Environmental Committee Meetings June 27, 2011 Solar Power Michael Arnold, LEED AP ACI-NA Environmental Committee Meetings June 27, 2011 Some Reasons for Considering Solar Financial Benefit Airport Uses Energy Airport Sells Energy and/or credits Energy

More information

JOB LOSSES BY STATE, State Industry US total AK AL AR AZ CA CO CT Agriculture, forestry, fisheries -15, ,

JOB LOSSES BY STATE, State Industry US total AK AL AR AZ CA CO CT Agriculture, forestry, fisheries -15, , State US total AK AL AR AZ CA CO CT -15,597-35 -272-248 -232-3,163-132 -46-3,858-68 4-19 -291-303 -116-11 -3,318-9 -55-32 -73-314 -66-35 -554,750-194 -14,113-7,789-4,781-55,255-4,453-6,836-9,326-13 -190-282

More information

NATIONAL CONFERENCE of STATE LEGISLATURES. October 9 th, 2009 Ervan Hancock

NATIONAL CONFERENCE of STATE LEGISLATURES. October 9 th, 2009 Ervan Hancock NATIONAL CONFERENCE of STATE LEGISLATURES October 9 th, 2009 Ervan Hancock Georgia Power Overview Georgia Power Largest of four Southern Company electric utilities $7.2 billion in revenue 2.3M+ customers

More information

Solar Power: State-level Issues and Perspectives

Solar Power: State-level Issues and Perspectives Solar Power: State-level Issues and Perspectives Sean Gallagher Vice-President, State Affairs Solar Energy Industries Association National Conference of State Legislators Solar Boot Camp August 24, 2016

More information

State Policy Trends in Biomass

State Policy Trends in Biomass State Policy Trends in Biomass Biomass 2010 March 30, 2010 Glen Andersen National lconference of State Legislatures Overview of State Policies Renewable Fuel Standards Renewable Portfolio Standards Reducing/Eliminating

More information

Risk-limiting Dispatch of Power Systems with Renewable Generation

Risk-limiting Dispatch of Power Systems with Renewable Generation Future Trends for Power Systems A Short Course to Honor Prof. David Hill Sydney, Oct 12, 2009 Risk-limiting Dispatch of Power Systems with Renewable Generation Felix Wu Philip Wong Wilson Wong Professor

More information

Solar Energy Industry

Solar Energy Industry VSBN GREEN JOB FAIR Peter Lowenthal Group Director, 360jmg Executive Director, MD-DC-VA Solar Energy Industries Association GREEN Job Fair 2009, Arlington, VA February 27, 2009 Solar Energy Industry Covers

More information

Net Metering in the world

Net Metering in the world Net Metering in the world Jan Knaack, Senior Project Manager Buenos Aires, Dec. 15th, 2015 Bundesverband Solarwirtschaft e.v. (BSW-Solar) Basic problem of PV electricity generation Demand and supply do

More information

The Economic Downturn Lessons on the Correlation between Economic Growth and Energy

The Economic Downturn Lessons on the Correlation between Economic Growth and Energy The Economic Downturn Lessons on the Correlation between Economic Growth and Energy Demand presented to Indiana State Bar Association Utility Law Spring Seminar April 9, 2010 presented by Doug Gotham State

More information

In 2007, with oil at $70 per barrel, the U.S. trade deficit in petroleum products was 36% of the total of $819 billion deficit.

In 2007, with oil at $70 per barrel, the U.S. trade deficit in petroleum products was 36% of the total of $819 billion deficit. 3 In 2007, with oil at $70 per barrel, the U.S. trade deficit in petroleum products was 36% of the total of $819 billion deficit. CREATION OF ARPA-E American Recovery and Reinvestment Act of 2009 (Recovery

More information

Charles Hernick Director of Policy and Advocacy

Charles Hernick Director of Policy and Advocacy Charles Hernick Director of Policy and Advocacy Presentation to National Association of State Energy Officials on Energy Storage, Renewable Power, and Demand Response: Have we Arrived at a 100% Solution?

More information

National Routing Number Administration p-ani Activity and Projected Exhaust Report

National Routing Number Administration p-ani Activity and Projected Exhaust Report National Routing Number Administration 2016 p-ani Activity and Projected Exhaust Report The ATIS Industry Numbering Committee developed the P-ANI Administration Guidelines, which contain the following

More information

An Overview of Solar Energy and Opportunities for Growth in the Midwest and Kansas

An Overview of Solar Energy and Opportunities for Growth in the Midwest and Kansas An Overview of Solar Energy and Opportunities for Growth in the Midwest and Kansas Alan Claus Anderson Energy Practice Group Vice Chair Polsinelli Shughart PC 913-234-7464 aanderson@polsinelli.com What

More information

State Solar Policy: National and Southeast Policy Trends

State Solar Policy: National and Southeast Policy Trends State Solar Policy: National and Southeast Policy Trends Amy Heinemann N.C. Solar Center / DSIRE N.C. State niversity NCSL Southeast Solar Energy Institute October 9, 2009 DSIRE Project Overview Created

More information

California and the Western Grid: Transmission Challenges

California and the Western Grid: Transmission Challenges California and the Western Grid: Transmission Challenges IEEE PES May 11, 2006 Stewart Ramsay, Vice President, Asset Management & Electric Transmission, Pacific Gas and Electric Company California s RPS

More information

FY 2002 AWA INSPECTIONS

FY 2002 AWA INSPECTIONS FY 22 AWA INSPECTIONS number of Number of inspections Number of inspections facilities and (sites) category category Inspections for Compliance Other Types of Inspections Dealers 3,893 4,846 Prelicensing

More information

State Drivers: Input for Regional Profiling

State Drivers: Input for Regional Profiling State Drivers: Input for Regional Profiling February 2, 2009 Angela Chuang Senior Project Manager Overview Regional Profiling for distributed resource integration What is meant by distributed resources

More information

Effects of Smart Grid Technology on the Bulk Power System

Effects of Smart Grid Technology on the Bulk Power System Effects of Smart Grid Technology on the Bulk Power System Rana Mukerji Senior Vice President Market Structures New York Independent System Operator Union College 2013 Environmental Science, Policy & Engineering

More information

Energy Policy Implications: PJM Planning

Energy Policy Implications: PJM Planning Energy Policy Implications: PJM Planning Chicago, Illinois November 14, 2012 Steven R. Herling Vice President, Planning PJM Interconnection PJM as Part of the Eastern Interconnection 26% of generation

More information

Net Metering in the United States

Net Metering in the United States Net Metering in the United States Kevin T. Fox, KEYES & FOX LLP November 24, 2011 Sao Paulo, Brazil 1 PV Cost Reduc=ons 2 PV Module Cost Trends 3 Comparison to Retail Rates - Brazil Source: ANEEL 4 Comparison

More information

Executive Summary: U.S. Residential Solar Economic Outlook :

Executive Summary: U.S. Residential Solar Economic Outlook : Executive Summary: U.S. Residential Solar Economic Outlook 2016-2020: Grid Parity, Rate Design and Net Metering Risk Cory Honeyman Senior Analyst, Solar Markets honeyman@gtmresearch.com February 2016 Table

More information

Reducing deaths, injuries, and loss from motor vehicle crashes

Reducing deaths, injuries, and loss from motor vehicle crashes Reducing deaths, injuries, and loss from motor vehicle crashes Northeast Transportation Safety Conference Cromwell, CT October 24, 2017 David G. Kidd, Ph.D. Senior Research Scientist iihs.org U.S. motor

More information

Kansas Legislature. Briefing for the. March 6, Paul Suskie & Mike Ross

Kansas Legislature. Briefing for the. March 6, Paul Suskie & Mike Ross Briefing for the Kansas Legislature March 6, 2013 Paul Suskie & Mike Ross psuskie@spp.org mross@spp.org 501.614.3200 Presentation overview Who we are What we do How we benefit the consumer Industry dynamics

More information

Highway Safety Countermeasures

Highway Safety Countermeasures Highway Safety Countermeasures National Conference of State Legislatures May 14, 2009 Stephen Oesch Intersections Intersection crashes More than 2.4 million in 2007 5 crashes per minute 1 serious injury

More information

SPP OVERVIEW. Mike Ross Senior Vice President, Government Affairs and Public Relations

SPP OVERVIEW. Mike Ross Senior Vice President, Government Affairs and Public Relations SPP OVERVIEW Mike Ross Senior Vice President, Government Affairs and Public Relations 1 Our Mission Helping our members work together to keep the lights on today and in the future. 2 NORTH AMERICAN INDEPENDENT

More information

21st Century Power Grids: Reliable, Controllable and Resilient

21st Century Power Grids: Reliable, Controllable and Resilient 21st Century Power Grids: Reliable, Controllable and Resilient Terry Boston President & CEO PJM Interconnection NAESO February 5, 2014 Greatest Engineering Achievements of the 20 th Century 10. Air Conditioning/

More information

Traffic Safety Facts 1995

Traffic Safety Facts 1995 U.S. Department of Transportation National Highway Traffic Safety Administration Traffic Safety Facts 1995 exceeding the posted speed limit or driving too fast for conditions is one of the most prevalent

More information

Policy considerations for driving automation technology

Policy considerations for driving automation technology Policy considerations for driving automation technology Northeast Autonomous Vehicle Summit Mystic, CT March 30, 2017 David G. Kidd, Ph.D. Senior Research Scientist iihs.org Status of automated vehicle

More information

UPDATE OF THE SURVEY OF SULFUR LEVELS IN COMMERCIAL JET FUEL. Final Report. November 2012

UPDATE OF THE SURVEY OF SULFUR LEVELS IN COMMERCIAL JET FUEL. Final Report. November 2012 CRC Project AV-1-10 UPDATE OF THE SURVEY OF SULFUR LEVELS IN COMMERCIAL JET FUEL Final Report November 2012 COORDINATING RESEARCH COUNCIL, INC. 3650 MANSELL ROAD SUITE 140 ALPHARETTA, GA 30022 The Coordinating

More information

Traffic Safety Facts 2002

Traffic Safety Facts 2002 DOT HS 89 616 U.S. Department of Transportation National Highway Traffic Safety Administration Traffic Safety Facts 22 A Public Information Fact Sheet on Motor Vehicle and Traffic Safety Published by the

More information

NISSAN GROUP. More than 34 Years of Manufacturing in America IS INVESTING IN AMERICA FUTURE IN AMERICA JOBS IN AMERICA SOURCED IN AMERICA

NISSAN GROUP. More than 34 Years of Manufacturing in America IS INVESTING IN AMERICA FUTURE IN AMERICA JOBS IN AMERICA SOURCED IN AMERICA NISSAN GROUP IS INVESTING U.S. SALES GROWTH In 2017, Nissan Group set an all-time U.S. record in 2017 with total sales of 1,593,464 units, up 2 percent over the prior year. Nissan continues to grow sales

More information

ERCOT Overview. Paul Wattles Senior Analyst, Market Design & Development. Solar Energy Industries Association July 11, 2012

ERCOT Overview. Paul Wattles Senior Analyst, Market Design & Development. Solar Energy Industries Association July 11, 2012 ERCOT Overview Paul Wattles Senior Analyst, Market Design & Development Solar Energy Industries Association History of Electric Reliability Council of Texas, Inc. 1941 Utilities band together to aid war

More information

Effects of all-offender alcohol ignition interlock laws on recidivism and alcohol-related crashes

Effects of all-offender alcohol ignition interlock laws on recidivism and alcohol-related crashes Effects of all-offender alcohol ignition interlock laws on recidivism and alcohol-related crashes Lifesavers National Conference on Highway Safety Priorities Chicago, IL March 16, 2015 Anne T. McCartt

More information

Energy policy overview

Energy policy overview Energy policy overview Energy landscape and national trends in policy Changing markets and emerging issues Legislative activity in the past year CNEE resources Source: U.S. EPA *These results include

More information

2013 Migration Patterns traffic flow by state/province

2013 Migration Patterns traffic flow by state/province Interstate and Cross-Border 2013 Migration Patterns traffic flow by state/province Based on 77,308 Interstate Household Goods Moves from January 1, 2013 through December 31, 2013 YUKON TERRITORY 0 0 BC

More information

Solar Renewable Energy Certificate (SREC) Markets: Status and Trends

Solar Renewable Energy Certificate (SREC) Markets: Status and Trends Solar Renewable Energy Certificate (SREC) Markets: Status and Trends Renewable Energy Markets Conference 2011 San Francisco, California Lori Bird November 17, 2011 NREL is a national laboratory of the

More information

2016 Migration Patterns traffic flow by state/province

2016 Migration Patterns traffic flow by state/province Interstate and Cross-Border 2016 Migration Patterns traffic flow by state/province Based on 75,427 Interstate Household Goods Moves from January 1, 2016 through December 15, 2016 NL 8 13 YUKON TERRITORY

More information

Kansas Legislator Briefing Book 2009

Kansas Legislator Briefing Book 2009 Kansas Legislator Briefing Book 2009 Agriculture, Natural Resources, and Energy B-5 Net Metering Other reports available B-1 The Kansas Animal Health Department and Foreign Animal Diseases B-2 Water Litigation

More information

Planning and Cost Allocation in the 21 st Century: The Black Sheep or the Crown Jewel of the Electric Industry

Planning and Cost Allocation in the 21 st Century: The Black Sheep or the Crown Jewel of the Electric Industry Planning and Cost Allocation in the 21 st Century: The Black Sheep or the Crown Jewel of the Electric Industry Energy Future Coalition Conference The Ohio State University August 6, 2012 Craig Glazer Vice

More information

U.S. PRODUCTION GROWTH

U.S. PRODUCTION GROWTH U.S. PRODUCTION GROWTH U.S. Production has increased by more than 78 percent since 2011, as Nissan Group continues to localize core-model production. Nissan built a record number of vehicles in the U.S.

More information

Finding List by Question by State *

Finding List by Question by State * Finding List by Question by State * I. What are the elements of a claim for tortious interference in the context of recruiting or hiring an employee with a restrictive covenant (e.g., noncompete, nonsolicitation,

More information

EPA Emissions Standards for Switch and Line-Haul Locomotives

EPA Emissions Standards for Switch and Line-Haul Locomotives EPA Emissions s for Switch and Line-Haul Locomotives Spring 2018 EPA Line-Haul Locomotive Emission s Tier Level Year of Manufacture NOx PM HC CO Effective Date 0 1973-1992 8.0 38 0.22 31 1.00 0 5.0 0 1998

More information

, NAS!?r-s~~if.{" WOQi2AN PIGS: FINAt:. EST'IHATES (STATISTICAL,,,", BULLETIN.) NATIONAL ' AGRICULTURAL STATISTICS SERVICE,, ':-'-"'-'-,,

, NAS!?r-s~~if.{ WOQi2AN PIGS: FINAt:. EST'IHATES (STATISTICAL,,,, BULLETIN.) NATIONAL ' AGRICULTURAL STATISTICS SERVICE,, ':-'-'-'-,, , NAS!?r-s~~if.{" WOQi2AN PIGS: FINAt:. EST'IHATES 1988-92. (STATISTICAL,,,", BULLETIN.) NATIONAL ' AGRICULTURAL STATISTICS SERVICE,, ':-'-"'-'-,, WASHINGTOH, DC. DEC 9 57P' ~ alii Association for Informat

More information

Update on State Solar Net Metering Activities Lori Bird, NREL RPS Collaborative Summit Washington, DC September 23, 2014

Update on State Solar Net Metering Activities Lori Bird, NREL RPS Collaborative Summit Washington, DC September 23, 2014 Update on State Solar Net Metering Activities Lori Bird, NREL RPS Collaborative Summit Washington, DC September 23, 2014 NREL is a national laboratory of the U.S. Department of Energy, Office of Energy

More information

EP 724 US RAIL SERVICE ISSUES DATA COLLECTION

EP 724 US RAIL SERVICE ISSUES DATA COLLECTION EP 724 US RAIL SERVICE ISSUES DATA COLLECTION Railroad: BNSF Year: 2016 1. System Average Train Speed by Train Type for the Reporting Week (MPH) Intermodal 39.3 Grain unit 26.6 Coal unit 25.9 Automotive

More information

PlugShare Quarterly 2015-Q3 Census, US Electric Vehicle Infrastructure Exhibits

PlugShare Quarterly 2015-Q3 Census, US Electric Vehicle Infrastructure Exhibits PlugShare Quarterly 205-Q3 Census, US Electric Vehicle Infrastructure Exhibits PlugShare 05 Abbot Kinney Blvd Venice, CA 9029 company.plugshare.com (30) 50-3333 Prepared on October, 205 Overview PlugShare

More information

Electric Storage Resources & Wholesale Electricity Markets

Electric Storage Resources & Wholesale Electricity Markets Electric Storage Resources & Wholesale Electricity Markets Scott Baker Sr. Business Solutions Analyst Applied Innovation MYPSYCON 7 November 2018 Agenda PJM Overview Energy storage market activity today

More information

U.S. Heat Pump Water Heater Market Transformation: Where We ve Been and Where to Go Next

U.S. Heat Pump Water Heater Market Transformation: Where We ve Been and Where to Go Next U.S. Heat Pump Water Heater Market Transformation: Where We ve Been and Where to Go Next JOSH BUTZBAUGH LINDA SANDAHL MICHAEL BAECHLER SEPTEMBER 14, 2017 1 Agenda Agenda Background Technology Considerations

More information

WIRES University Overview of ISO/RTOs. Mike Ross Senior Vice President Government Affairs and Public Relations Southwest Power Pool

WIRES University Overview of ISO/RTOs. Mike Ross Senior Vice President Government Affairs and Public Relations Southwest Power Pool WIRES University Overview of ISO/RTOs Mike Ross Senior Vice President Government Affairs and Public Relations Southwest Power Pool 1 OUR MISSION Helping our members work together to keep the lights on

More information

Five Star Dealer INTERNATIONAL.

Five Star Dealer INTERNATIONAL. Five Star Dealer INTERNATIONAL http://dealer.leviton.com The 2016 Five Star Dealer Program Apply Today! International application deadline: Through March 31st, 2016 at http://dealer.leviton.com The 2016

More information

RETURN ON INVESTMENT LIQUIFIED NATURAL GAS PIVOTAL LNG TRUCK MARKET LNG TO DIESEL COMPARISON

RETURN ON INVESTMENT LIQUIFIED NATURAL GAS PIVOTAL LNG TRUCK MARKET LNG TO DIESEL COMPARISON RETURN ON INVESTMENT LIQUIFIED NATURAL GAS PIVOTAL LNG TRUCK MARKET LNG TO DIESEL COMPARISON Year 1 Year 2 Year 3 Year 4 Year 5 Year 6 Year 7 Year 8 Year 9 Year 10 RETAIL BREAK EVEN AND IRR EXAMPLE FOR

More information

NYISO Market Initiatives

NYISO Market Initiatives NYISO Market Initiatives Robb Pike Director Market Design New York Independent System Operator Ventyx Market Leadership Council Santa Clara, CA April 23, 2012 Topics Roles of the NYISO Smart Grid Integrating

More information

IIHS activities on alcohol-impaired driving

IIHS activities on alcohol-impaired driving IIHS activities on alcohol-impaired driving The National Academies Committee on Accelerating Progress to Reduce Alcohol-Impaired Driving Fatalities March 22, 2017 Jessica B. Cicchino iihs.org IIHS is an

More information

TOOLING & WORKHOLDING. Executive Summary.

TOOLING & WORKHOLDING. Executive Summary. C A P ITA L S P E N D I N G S U RV E Y TOOLING & WORKHOLDING Executive Summary www.gardnerweb.com/research CAPITAL SPENDING SURVEY TOOLING & WORKHOLDING EXECUTIVE SUMMARY $6.177 Billion According to the

More information

Demand Response - An End-to-End Approach from Markets to Consumers

Demand Response - An End-to-End Approach from Markets to Consumers Demand Response - An End-to-End Approach from Markets to Consumers Rana Mukerji Senior Vice President Market Structures New York Independent System Operator EPRI PDU Sector Council Meeting Boston, MA September

More information

Renewable Energy: Where Are We and Where Are We Headed?

Renewable Energy: Where Are We and Where Are We Headed? Renewable Energy: Where Are We and Where Are We Headed? Presented by: Alan Merkle June 27, 2013 Tulalip, WA 1 Stoel Rives is pleased to announce that is has received National rankings for its Renewables

More information

The Transmission Lay of the Land

The Transmission Lay of the Land The Transmission Lay of the Land Overview Energy Markets Transmission Planning Beth Soholt John Moore April 21, 2010 Overview Regional Transmission Organizations Organizations of transmission owners, users,

More information

High Plains Regional Transmission Summit. Timelines for Planning Processes / Policy

High Plains Regional Transmission Summit. Timelines for Planning Processes / Policy High Plains Regional Transmission Summit John Lawhorn Director Regulatory & Economic Studies Midwest ISO November 2, 2009 Timelines for Planning Processes / Policy 1 year 20 year Planning Horizons Queue

More information

RhodeWorks Initiative

RhodeWorks Initiative RhodeWorks Initiative Accent image here Fixing Rhode Island s bridges and getting Rhode Islanders back to work Rhode Island Department of Transportation Primary Image here International Bridge, Tunnel

More information

Electric Vehicles and the Power Grid. October 29, 2010 Biloxi, MS

Electric Vehicles and the Power Grid. October 29, 2010 Biloxi, MS Electric Vehicles and the Power Grid American Association of State Highway and Transportation Officials October 29, 2010 Biloxi, MS Sean McNamara Manager, Member Relations PJM Interconnection www.pjm.com

More information

EPA REGULATORY UPDATE PEI Convention at the NACS Show October 8, 2018 Las Vegas, NV

EPA REGULATORY UPDATE PEI Convention at the NACS Show October 8, 2018 Las Vegas, NV EPA REGULATORY UPDATE 2018 PEI Convention at the NACS Show October 8, 2018 Las Vegas, NV 1 Periodic Operations and Maintenance Walkthrough Inspections - beginning no later than October 13, 2018 (40 CFR

More information

BAF Overview. Barry P. Carr Northeast Regional Sales Manager November 2012

BAF Overview. Barry P. Carr Northeast Regional Sales Manager November 2012 BAF Overview Barry P. Carr Northeast Regional Sales Manager November 2012 Founded in 1992 by industry veterans is the leading provider of natural gas vehicle conversions in the United States More than

More information

Electrical & Power Study May Sponsored by:

Electrical & Power Study May Sponsored by: Electrical & Power Study May 2013 Introduction & Methodology Objective This study was conducted by Consulting-Specifying Engineer to evaluate customer awareness, usage of and preference for suppliers of

More information

What is Smart Grid? R.W. Beck Inc.

What is Smart Grid? R.W. Beck Inc. ELG4126: Smart Grid The Smart Grid Uses telecommunication and information technologies to improve how electricity travels from power plants to consumers. Allows consumers to interact with the grid. Integrates

More information

TRANSFORMING TRANSPORTATION

TRANSFORMING TRANSPORTATION TRANSFORMING TRANSPORTATION WITH ELECTRICITY: STATE ACTION MARCH 3, 2014 KRISTY HARTMAN ENERGY POLICY SPECIALIST NCSL NCSL OVERVIEW Bipartisan organization Serves the 7,383 legislators and 30,000+ legislative

More information

Feed-in Tariffs in the US: The Race to Catch Europe

Feed-in Tariffs in the US: The Race to Catch Europe Feed-in Tariffs in the US: The Race to Catch Europe Credit: PPM Energy/NREL PIX #15238 Bringing Renewable Energy Home: Energy Policies To Maximize Energy Security And Economic Development Wilson Rickerson

More information

West Virginia Energy Plan and Becoming an Electric Generator

West Virginia Energy Plan and Becoming an Electric Generator West Virginia Energy Plan and Becoming an Electric Generator June 25 th, 2013 Electricity Exports, 2010 2010 EIA Data 1 1 Costs are expressed in terms of net AC power available to the grid for the installed

More information

Effects of all-offender alcohol ignition interlock laws on recidivism and alcohol-related crashes

Effects of all-offender alcohol ignition interlock laws on recidivism and alcohol-related crashes Effects of all-offender alcohol ignition interlock laws on recidivism and alcohol-related crashes 20 th International Council on Alcohol, Drugs and Traffic Safety Conference Brisbane, Australia August

More information

Owner letters will be mailed based upon part number and production date, starting with earlier production vehicles.

Owner letters will be mailed based upon part number and production date, starting with earlier production vehicles. TO: ALL TOYOTA DEALER PRINCIPALS, SERVICE MANAGERS, PARTS MANAGERS SUBJECT: SPECIAL SERVICE CAMPAIGN (SSC) 50J PHASE 1 (FRONT SUSPENSION LOWER BALL JOINT) As announced in May, 2005, Toyota will initiate

More information

ENERGY & AIR QUALITY ISSUES WORKSHOP

ENERGY & AIR QUALITY ISSUES WORKSHOP ENERGY & AIR QUALITY ISSUES WORKSHOP BUILDING A SUSTAINABLE ENERGY FUTURE FOR A WARMING WORLD John Byrne University of Delaware September 23, 2008 Climbing Conventional Energy Prices: U.S. US Energy Price

More information

August 14, 2003 Blackout

August 14, 2003 Blackout August 14, 2003 Blackout Gerry Cauley Director Reliability Performance North American Electric Reliability Council NERC Response First hours Working with reliability coordinators assessing restoration

More information

Wyoming electricity use is growing

Wyoming electricity use is growing Wyoming electricity use is growing 12,000 $40 gigawatt-hours 11,000 10,000 9,000 8,000 7,000 6,000 5,000 $38 $36 $34 $32 $30 $28 $26 $24 $22 gross state product (economic growth) ($ billions) 4,000 2004

More information

Choose a Sunroof with Style STRUCTURE PLUS. Webasto Aftermarket Sunroofs OE Quality. Featuring

Choose a Sunroof with Style STRUCTURE PLUS. Webasto Aftermarket Sunroofs OE Quality. Featuring Choose a Sunroof with Style Webasto Aftermarket Sunroofs OE Quality Featuring STRUCTURE PLUS Webasto Installer Network Webasto Authorized Installers receive training from factory representatives on the

More information

Thru-The-Wall TTWC-R Series Condensing Unit Catalog 1-1/2 To 2-1/2 Ton Capacity

Thru-The-Wall TTWC-R Series Condensing Unit Catalog 1-1/2 To 2-1/2 Ton Capacity Thru-The-Wall TTWC-R Series Condensing Unit Catalog 1-1/2 To 2-1/2 Ton Capacity ALL UNITS MT 2010 DO STANDARDS / ARI 210/240 CONDITIONS With Multi-Family housing on the rise, today s projects require more

More information

Green Bus Technology Plan

Green Bus Technology Plan 2018-2040 Green Bus Technology Plan November 2017 Rick Leary, Deputy CEO Bem Case, Head of Vehicle Programs Agenda 1. Evolution of Bus Technology 2. City / TTC Emissions Targets 3. Current Bus Technology

More information

All Applicants - By HS GPA Run Date: Thursday, September 06, Applicants GPA Count % of Total

All Applicants - By HS GPA Run Date: Thursday, September 06, Applicants GPA Count % of Total All Freshmen: 3 Year Comparison of Fall Applications Received, Degree, Net s and Net s GPA All - By HS GPA Net s 3.900-4.000 1932 44.3 1840 55.8 441 57.0 24.0 35 1395 3.800-3.899 301 6.9 267 8.1 54 7.0

More information

Self-consumption. Smart Utility Week Olivier Huet. Vienna November 5, 2015

Self-consumption. Smart Utility Week Olivier Huet. Vienna November 5, 2015 Self-consumption Smart Utility Week Olivier Huet Vienna November 5, 2015 1 What is self-consumption? Why is it developing? Definition : Self-consumption consist in consuming the energy that is generated

More information

Transmission Planning for Wind Energy Resources in the Eastern United States. Dale Osborn

Transmission Planning for Wind Energy Resources in the Eastern United States. Dale Osborn Transmission Planning for Wind Energy Resources in the Eastern United States Dale Osborn Layered Design Typical utility planning Distribution delivery to loads Lower voltage transmission delivery from

More information

Electric Transportation and Energy Storage

Electric Transportation and Energy Storage Electric Transportation and Energy Storage Eladio M. Knipping, Ph.D. Senior Technical Manager, Environment April 24, 2009 Fate of U.S. Electricity Production Generation Transmission Distribution Residence/

More information

Please refer to the Frame Inspection Technical Instructions for the inspection procedure.

Please refer to the Frame Inspection Technical Instructions for the inspection procedure. To: Subject: All Toyota Dealer Principals, Service Manager, and Parts Managers (located in AK, AL, AR, AZ, CA, CO, FL, GA, HI, IA, ID, KS, LA, MO, MS, MT, NC, ND, NE, NM, NV, OK, OR, SC, SD, TN, TX, UT,

More information

12 th International Workshop On Electric Power Control Centers Bedford Springs, Pennsylvania, USA June 2-5, 2013

12 th International Workshop On Electric Power Control Centers Bedford Springs, Pennsylvania, USA June 2-5, 2013 Ratan Das, Senior Principal Engineer, Distribution Automation, June 5, 2013 Protection & Automation Strategies for Distribution Automation in a Smart Grid 12 th International Workshop On Electric Power

More information

Smart Grid: A Building Utility Partnership. Steven T. Bushby Engineering Laboratory

Smart Grid: A Building Utility Partnership. Steven T. Bushby Engineering Laboratory Smart Grid: A Building Utility Partnership Steven T. Bushby Engineering Laboratory The Electric Grid The supreme engineering achievement of the 20 th century - National Academy of Engineering 2 The Electric

More information

Updates. Pat Reiten President and CEO, PacifiCorp Transmission

Updates. Pat Reiten President and CEO, PacifiCorp Transmission PacifiCorp Transmission and Regional Updates Pat Reiten President and CEO, PacifiCorp Transmission PacifiCorp Transmission Overview 16,400 circuit-miles of transmission lines 12,685 MW record peak demand

More information

Five Star Dealer USA.

Five Star Dealer USA. Five Star Dealer USA http://dealer.leviton.com The 2016 Five Star Dealer Program Apply Today! USA application deadline: Through December 31st, 2016 at http://dealer.leviton.com The 2016 Five Star Dealer

More information

Accommodating High Levels of Variable Generation. EPRI Managing Complexity for Safety and Reliability September 14-15, 15, 2009

Accommodating High Levels of Variable Generation. EPRI Managing Complexity for Safety and Reliability September 14-15, 15, 2009 Accommodating High Levels of Variable Generation EPRI Managing Complexity for Safety and Reliability September 14-15, 15, 2009 Agenda About NERC About the Integration of Variable Generation Task Force

More information

Evaluating the impact of feedstock quality on delivered cost: Two case studies from the US Southeast region

Evaluating the impact of feedstock quality on delivered cost: Two case studies from the US Southeast region Evaluating the impact of feedstock quality on delivered cost: Two case studies from the US Southeast region Laurence Eaton*, Matthew Langholtz, Craig Brandt, Erin Webb, Mark Downing Oak Ridge National

More information

Semiannual Report Of UST Performance Measures End Of Fiscal Year 2018 (October 1, 2017 September 30, 2018)

Semiannual Report Of UST Performance Measures End Of Fiscal Year 2018 (October 1, 2017 September 30, 2018) Semiannual Report Of UST Performance Measures End Of Fiscal Year 208 (October, 207 September 30, 208) Where does EPA get the performance data? Twice each year, EPA collects data from states and territories

More information

Smart Grid A Reliability Perspective

Smart Grid A Reliability Perspective Khosrow Moslehi, Ranjit Kumar - ABB Network Management, Santa Clara, CA USA Smart Grid A Reliability Perspective IEEE PES Conference on Innovative Smart Grid Technologies, January 19-21, Washington DC

More information

IEEE SESSION COMPUTER AIDED SMART POWER GRID

IEEE SESSION COMPUTER AIDED SMART POWER GRID IEEE SESSION COMPUTER AIDED SMART POWER GRID GEN_1 t.giras@ieee.org GEN_2 LOAD_1 LOAD_2 1 HIGH SMART GRID LEVEL LOW SMART POWER GRID TECHNOLOGY HISTORY MIT NETWORK ANALYZER 1940 ANALOG DISPATCH ACE SCADA

More information

The Hon. Robert Powelson. NARUC President

The Hon. Robert Powelson. NARUC President The Hon. Robert Powelson NARUC President The Honorable Colette Honorable Bless her heart The Hon. Brien Sheahan Chair, Task Force on Innovation 2017 Innovation Awards PRESIDENTIAL TASK FORCE ON INNOVATION

More information

Planning for Renewables

Planning for Renewables Planning for Renewables Victor Aguirre Manager, Resource Planning 2017 IRP Workshop November 2, 2016 TEP and UNSE System San Juan U2 170 MW reduction by 2018 San Juan U1 170 MW option to exit in 2022 Navajo

More information

Alaska (AK) Passenger vehicles, motorcycles 1959 and newer require a title ATV s, boats and snowmobiles do not require a title

Alaska (AK) Passenger vehicles, motorcycles 1959 and newer require a title ATV s, boats and snowmobiles do not require a title Alabama (AL) Passenger vehicles 1975 and newer require a Motorcycles, mopeds and trailers 1975 and newer require a ATVs, snowmobiles and boats do not require a Alaska (AK) Passenger vehicles, motorcycles

More information

The owner notification will commence in late July, 2006, approximately one week after the dealer notification.

The owner notification will commence in late July, 2006, approximately one week after the dealer notification. TO: SUBJECT: ALL TOYOTA DEALER PRINCIPALS, SERVICE MANAGERS, PARTS MANAGERS SPECIAL SERVICE CAMPAIGN (SSC) 60F (SAFETY RECALL) 2004 THROUGH 2005 HIGHLANDER AND EARLY 2006 HIGHLANDER HV CENTER CONSOLE (FLOOR

More information

Wisconsin s Electric Cooperatives: Renewable Energy Policies, Programs & Practices. Craig Harmes, Manager, Business Development

Wisconsin s Electric Cooperatives: Renewable Energy Policies, Programs & Practices. Craig Harmes, Manager, Business Development Wisconsin s Electric Cooperatives: Renewable Energy Policies, Programs & Practices Craig Harmes, Manager, Business Development Electric Cooperative Policies, Programs & Practices: 1. Customer Owned Distributed

More information

Route truck by fuel stops? Spread gap by historical proration of fleet/of truck? Spread gap based on current travel history of truck? Other?

Route truck by fuel stops? Spread gap by historical proration of fleet/of truck? Spread gap based on current travel history of truck? Other? Truck 302 GPS Vendor 3 and Traditional Fuel receipts GPS Vendor 3 reports chronologically as truck travels the distance by state with odometer readings at the entry and exit of every state and the lat/lon

More information

Microeconomics Capital Markets Public Private Partnerships User Fees Autonomous Vehicles

Microeconomics Capital Markets Public Private Partnerships User Fees Autonomous Vehicles Free Market Transportation Denver Association of Business Economists, October 17, 2017 Microeconomics Capital Markets Public Private Partnerships User Fees Autonomous Vehicles *I am a lawyer who went to

More information

Electricity Grid Basics

Electricity Grid Basics Electricity Grid Basics Introduction The electricity grid is a complex system that produces and delivers electricity to end users The grid can be thought of as composed of these parts: Generation (Electricity

More information

Up to Spec! American Coalition for Ethanol Annual Conference, August 17, Kristy Moore KMoore Consulting LLC

Up to Spec! American Coalition for Ethanol Annual Conference, August 17, Kristy Moore KMoore Consulting LLC Up to Spec! American Coalition for Ethanol Annual Conference, August 17, 2017 Kristy Moore KMoore Consulting LLC Today s Presentation Topics International Fuel Market Development Domestic Market Development

More information

Richard Carrier Trucking, Inc. P.O. Box 718, Skowhegan, ME

Richard Carrier Trucking, Inc. P.O. Box 718, Skowhegan, ME Richard Carrier Trucking, Inc. P.O. Box 718, Skowhegan, ME 04976 207.474.6293 http://www.carriertrucking.com APPLICATION FOR EMPLOYMENT In compliance with Federal and State equal employment opportunity

More information

Smart Grid at Seattle City Light. Michael Pesin, PMP, P.E.

Smart Grid at Seattle City Light. Michael Pesin, PMP, P.E. Smart Grid at Seattle City Light Michael Pesin, PMP, P.E. michael.pesin@seattle.gov City of Seattle Seattle City Light is the 10th largest public electric utility in the United States. It has some of the

More information