2016 UC Solar Research Symposium

Size: px
Start display at page:

Download "2016 UC Solar Research Symposium"

Transcription

1 2016 UC Solar Research Symposium Beyond UCR s Sustainable Integrated Grid Initiative: Energy Management Projects in Southern California October 7, 2016 Presented by: Alfredo A. Martinez-Morales, Ph.D. University of California, Riverside Southern California Research Initiative for Solar Energy (SC-RISE) Center for Environmental Research and Technology (CERT)

2 CE-CERT Laboratories Atmospheric Processes Emissions and Fuels Sustainable Energy Systems Intelligent Transportation Systems Solar Energy Energy Storage 2

3 Energy and Environmental Goals Drive Change In California, energy and environmental policy initiatives are driving electric grid changes. Key initiatives include the following: 50 percent of retail electricity from renewable power by 2030; greenhouse gas emissions reduction goal to 1990 levels by 2020; codes ensuring that new and existing buildings achieve energy efficiency and preserve environmental quality; policies to increase distributed generation; and an executive order for 1.5 million zero emission vehicles by

4 Solar Characteristics 4

5 What is a Microgrid? Definition A Microgrid is a group of interconnected loads and distributed energy resources within clearly defined electrical boundaries that acts as a single controllable entity with respect to the grid. A Microgrid can connect and disconnect from the grid to enable it to operate in both grid-connected or island-mode. (U.S. Department of Energy Microgrid Exchange Group) 3 Key Factors Energy generation Energy storage Controlled devices 5

6 Sustainable Integrated Grid Initiative (SIGI) Load Management reduces risk of grid failure/blackout (due to decreased peaks) increases predictability of demand (flattens peak demand) Outage Prevention relieves stress on grid Outage Support battery dedicated to critical/essential loads DER Support Microgrids support distributed solar systems. 6

7 SIGI Research Facilities TES 10 MW CE-CERT 1 MW CE-CERT 0.5 MWh CE-CERT 0.5 MWh EV EV UCR 12 MW Palm Desert 3.5 MW EV BCOE WCH 1 MWh UCR 3.5 MW 7

8 What Should We Know Before Optimization? The Rate Schedule Time-of-Use (TOU) for Large General and Industrial Service Rate Period Summer June to August Winter September to May Off-Peak 11 PM 8 AM 9 PM 8 AM Mid-Peak 8 AM 12 PM 6 PM 11 PM 8 AM 5 PM On-Peak 12PM 6 PM 5 PM 9 PM How to Design the Algorithm? Charge the battery bank during Off-Peak rate period; discharge during On-Peak rate period Time interval period is chosen to be 5 minutes kw optimization and kwh optimization 8

9 Performance Simulation 60 Battery Operation Active Power [kw] MPC Operation Schedule Operation 20 Time of the Day 16:45 17:45 19:00 19:45 20:45 21:15 SOC (%) Battery Storage MPC Operation Schedule Operation Time of the Day 40 16:45 17:45 Time of the Day 18:45 19:45 20:45 9

10 Real-time Performance 60 Battery Operation Active Power [kw] SOC (%) MPC Operation 10 16:45 17:45 Schedule Operation 19:00 Time of the Day 19:45 20: Battery Storage MPC Operation Schedule Operation Time of the Day 40 16:45 17:45 Time of the 18:45 Day 19:45 20:45 10

11 One-Day Experiment with Three Different Time Periods Control Algorithms Off-Peak Mid-Peak On-Peak Mid-Peak 11

12 Cost Analysis: Comparison Between Different System Architectures System Comparison Energy kwh Savings($) Load Demand Savings($) On-Peak Mid-Peak Off-Peak Total ($) Real vs. Schedule Real vs. No Battery Real vs. No PV or Battery June 2015 Electricity Cost Comparison for Different System Architectures Different Situation Energy kwh Savings($) Load Demand Savings($) Total ($) On-Peak Mid-Peak Off-Peak Real vs. Schedule Real vs. No Battery Real vs. No PV or Battery May 2015 Electricity Cost Comparison for Different System Architectures Real refers to real-time control algorithm 12

13 Demand Reduction, Economic Benefits Analysis, and Micro-grid Demonstration of a Optimization-based Control Strategy, at City Hall in Rancho Cucamonga, CA Project Summary: Deployment and demonstration of a microgrid system at City Hall in Rancho Cucamonga, CA. Microgrid system composed of 100 kw solar carport PV system, 87kWh/100kW Li-ion battery energy storage system (BESS), data server and control system. Objective is to demonstrate the potential for minimizing the costs associated with demand charges by optimizing the utilization of microgrid resources (solar PV and battery). Microgrid optomization is achieved by a predictive control framework. 13

14 Partners American Public Power Association ( Funding Agency Rancho Cucamonga Municipal Utility ( mu/default.asp) Demonstration Site Pacific Energy ( battery energy storage system MD Energy, Inc. ( PV system 14

15 Project Site PV System Battery Energy Storage System/Charger-Inverter 100 kw Inverter Conduit 15

16 Rate Schedule Energy Charge - $/kwh Summer Season - On-Peak Mid-Peak Off-Peak Winter Season - Mid-Peak Off-Peak Demand Charge - $/kw Facilities Summer - On-Peak 16.5 Sumer - Mid-Peak 4.5 On-Peak: Noon to 6:00 p.m. summer weekdays except holidays. Mid-Peak: 8:00 a.m. to noon and 6:00 p.m. to 11:00 p.m. summer weekdays except holidays; 8:00 a.m. to 9:00 p.m. winter weekdays except holidays. Off-Peak: All other hours. The Summer Season shall commence at 12:00 a.m. on June 1st and continue until 12:00 a.m. on October 1st of each year. The Winter Season shall commence at 12:00 a.m. on October 1st of each year and continue until 12:00 a.m. on June 1st of the following year. For summer rate schedule, if we can reduce 20 kw during on-peak time, the demand charge saving is 13.82* *20=$606.4; For winter rate schedule, if we can reduce 20 kw during mid-peak time, the demand charge saving is 13.82*20=$

17 POWER (KW) City Hall Load Profile - Summer Mon, 08/04, 14, 10:00, Mon, 08/18, 14, 15:45, Off-Peak Mid-Peak On-Peak Mid-Peak Off 0 0:00 3:00 6:00 9:00 12:00 15:00 18:00 21:00 0:00 17 TIME

18 POWER (KW) 800 City Hall Load Profile - Winter Tue, 04/08, 14, 14:00, Off-Peak Mid-Peak Off-Peak :00 3:00 6:00 9:00 12:00 15:00 18:00 21:00 0:00 TIME 18

19 City Hall Load Characteristics Month Date of peak Day of Peak Time of Peak Peak Demand (kw) January 1/14 Wed 14: February 2/13 Wed 15: March 3/5 Thurs 17: April 4/8 Wed 14: May 5/15 Thurs 15: June 6/30 Mon 14: During Winter rate schedule, most peak occurs between 13:00 17:00. Due to the limited battery storage system, the smart control only operates during this time period. July 7/7 Mon 15: August 8/18 Mon 15: September 9/16 Tue 16: October 10/6 Tue 14: November 11/6 Thurs 14: December 12/23 Wed 14:

20 Battery Operation Under Adjust Demand Threshold Model Predictive Control (ADT- MPC) Algorithm - Summer 20

21 Battery Operation Under Adjust Demand Threshold Model Predictive Control (ADT- MPC) Algorithm - Winter 21

22 Peak Shaving Potential Analysis Battery Capacity (BC) = 50 kwh (Using 80% of BC) Battery Capacity (BC) = 75 kwh (Using 80% of BC). Battery Capacity (BC) = 87 kwh (Using 80% of BC). The demand decreases by kw (including PV); 32.6 kw is reduced by battery. The demand decreases kw (including PV); kw is reduced by battery. The demand decreases kw (including PV); kw is reduced by battery

23 Battery Management Month Original Peak Demand (kw) Microgrid System Peak Demand (kw) Dollar Savings ($) Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec $14,932 potential savings over a year 23

24 Chemehuevi Microgrid Objective: Manage energy use profiles and providing uninterruptable power at the Chemehuevi Community Center (emergency response center for the community) Location: Chemehuevi Indian Tribe, Havasu Lake, CA Microgrid system composed of 90 kw solar PV system, 60kWh/30kW flow battery energy storage system, data historian, advanced control system, and energy management strategies. Energy management strategies include: 1) Peak Reduction, 2) Load Shifting, 3) Demand Response, and 4) Storage to Grid activities. 24

25 Background Remote communities with a single transmission line connection to the grid are extremely vulnerable to power outages and downtime maintenance. Microgrids are ideal for providing resiliency to critical facilities within remote communities. There is need for the successful demonstrations and pilot projects that demonstrate and document energy, economic and societal benefits of community-based microgrids. To achieve greater grid resiliency new solutions and technologies will be required for microgrids to provide reliable and cost-effective electricity. 25

26 Project Benefits Projected benefits to the CCC (over 20 years) Lower energy costs (i.e. demand charge reduction) Improved data and energy management Increased grid stability, robustness, and reliability Support increased renewables and market-ready technologies Decreased GHGs emissions Workforce development & best practices 26

27 Chemehuevi Project Industry Partners SunPower ( 90 kw solar carport PV system Primus Power ( 30 kw/60 kwh flow battery energy storage system EnSync ( Matrix Energy Management Platform OSIsoft ( EMS monitoring and control software Pacific Energy ( electrical engineer & contractor GRID Alternatives ( workforce development 27

28 Project Site (Option 2) 30 kw SunPower Carport PV System (P17-340W) 30 kw/60 kwh Primus Power Flow Battery 30 kw SunPower Carport PV System (Monofacial) Matrix Energy Platform (x2) 30 kw SunPower Carport PV System (Bifacial) Conduit 28

29 0:00 0:45 1:30 2:15 3:00 3:45 4:30 5:15 6:00 6:45 7:30 8:15 9:00 9:45 10:30 11:15 12:00 12:45 13:30 14:15 15:00 15:45 16:30 17:15 18:00 18:45 19:30 20:15 21:00 21:45 22:30 23:15 Power(kW) Chemehuevi Community Center (Summer Rate Schedule) June 15 - July 14, 2015 Thurs, Jun 18 16:30, 60.8 kw Off-Peak Mid-Peak On-Peak Mid-Peak Sat, Jun 27 15:30, 56 kw Mon Jun 29 18:00, 62.4 kw Time of Day (Hours) 29

30 0:00 1:00 2:00 3:00 4:00 5:00 6:00 7:00 8:00 9:00 10:00 11:00 12:00 13:00 14:00 15:00 16:00 17:00 18:00 19:00 20:00 21:00 22:00 23:00 Power(kW) Chemehuevi Community Center (Winter Rate Schedule) Apr 15 - May Off-Peak Thurs Apr 30 15:30, 43.2 kw Mid-Peak Sat May 2 15:30, 38.4 kw Time of Day (Hours) 30

31 Thank you

32 For more information please visit or me at

The International Cost Estimating and Analysis Association (ICEAA) Southern California Chapter September 9, 2015

The International Cost Estimating and Analysis Association (ICEAA) Southern California Chapter September 9, 2015 Sustainable Integrated Grid Initiative (SIGI): Technical and Economic Challenges of Integrating Renewable Energy, Electric Vehicle Charging and Battery Energy Storage in a Modern Grid The International

More information

The New Grid: Integrating Photovoltaics, Energy Storage, and a Local Utility for Electric Transportation

The New Grid: Integrating Photovoltaics, Energy Storage, and a Local Utility for Electric Transportation The New Grid: Integrating Photovoltaics, Energy Storage, and a Local Utility for Electric Transportation Solar Energy in Inland Southern California: The Future is Now February 6 th, 2014 Presented by:

More information

Presented by Eric Englert Puget Sound Energy September 11, 2002

Presented by Eric Englert Puget Sound Energy September 11, 2002 Results from PSE s First Year of Time of Use Program Presented by Eric Englert Puget Sound Energy September 11, 2002 Puget Sound Energy Overview 973,489 Total Electric Customers 908,949 are AMR Capable

More information

Meter Insights for Downtown Store

Meter Insights for Downtown Store Meter Insights for Downtown Store Commodity: Analysis Period: Prepared for: Report Date: Electricity 1 December 2013-31 December 2014 Arlington Mills 12 February 2015 Electricity use over the analysis

More information

Facilitated Discussion on the Future of the Power Grid

Facilitated Discussion on the Future of the Power Grid Facilitated Discussion on the Future of the Power Grid EPRI Seminar: Integrated Grid Concept and Technology Development Tokyo Japan, August 20, 2015 Matt Wakefield, Director Information, Communication

More information

Cutting Demand Charges with Battery Storage. June 5, 2018

Cutting Demand Charges with Battery Storage. June 5, 2018 Cutting Demand Charges with Battery Storage June 5, 2018 HOUSEKEEPING Use the orange arrow to open and close your control panel Join audio: Choose Mic & Speakers to use VoIP Choose Telephone and dial using

More information

Economics of Integrating Renewables DAN HARMS MANAGER OF RATE, TECHNOLOGY & ENERGY POLICY SEPTEMBER 2017

Economics of Integrating Renewables DAN HARMS MANAGER OF RATE, TECHNOLOGY & ENERGY POLICY SEPTEMBER 2017 Economics of Integrating Renewables DAN HARMS MANAGER OF RATE, TECHNOLOGY & ENERGY POLICY SEPTEMBER 2017 Presentation Outline Understanding LPEA s expenses and what drives them Economics of net metering

More information

Tomorrow s Energy Grid

Tomorrow s Energy Grid Advanced Microgrid Solutions Tomorrow s Energy Grid 7th Annual Statewide Energy Efficiency Forum Riverside, CA The Energy Efficiency Foundation of Integrated Demand-Side Management Audrey Lee, Ph.D. Vice

More information

NJ Solar Market Update As of 10/31/15

NJ Solar Market Update As of 10/31/15 NJ Solar Market Update As of 10/31/15 Prepared by Charlie Garrison Renewable Energy Committee Meeting November 10, 2015 SOLAR INSTALLED CAPACITY DATA The preliminary installed solar capacity as of 10/31/15

More information

Date Event or Holiday :Sun, 2:Mon North Orchard Delong Preschool North Orchard Delong Preschool

Date Event or Holiday :Sun, 2:Mon North Orchard Delong Preschool North Orchard Delong Preschool 2018 6 1 1:Sun, 2:Mon 2018-2019 Date Event or Holiday Aug 16 Board Meeting 6pm Aug 23 Open House June 2018 July 2018 August 2018 Sep 06 Board Meeting 6pm Su M Tu W Th F Sa Su M Tu W Th F Sa Su M Tu W Th

More information

Sprinkler System Waiver Application Packet

Sprinkler System Waiver Application Packet Sprinkler System Waiver Application Packet According to the City s municipal code, use of sprinklers is conditional upon use of a water budget and the City continues to discourage customers from irrigating

More information

SolarPACE + Storage Expanding Opportunities and Improving Project Economics. Presented By:

SolarPACE + Storage Expanding Opportunities and Improving Project Economics. Presented By: SolarPACE + Storage Expanding Opportunities and Improving Project Economics Presented By: Introductions GELI Geli provides software solutions to help project developers and hardware suppliers bring commercial

More information

American Electric Power s Energy Storage Deployments

American Electric Power s Energy Storage Deployments American Electric Power s Energy Storage Deployments 1 2 American Electric Power : Company Profile The Evolution of the Electric Utility System Before Smart Grid: One-way power flow, simple interactions,

More information

Commercial-in-Confidence Ashton Old Baths Financial Model - Detailed Cashflow

Commercial-in-Confidence Ashton Old Baths Financial Model - Detailed Cashflow Year 0 1 2 3 4 5 6 7 8 9 10 11 12 13 Oct-16 Nov-16 Dec-16 Jan-17 Feb-17 Mar-17 Apr-17 May-17 Jun-17 Jul-17 Aug-17 Sep-17 Oct-17 2,038 2,922 4,089 4,349 6,256 7,124 8,885 8,885 8,885 8,885 8,885 8,885 9,107

More information

NJ Solar Market Update

NJ Solar Market Update NJ Solar Market Update April 16, 20 Renewable Energy Committee Meeting Trenton, NJ Prepared by Charlie Garrison Solar Installed Capacity Data The preliminary installed solar capacity as of 3/31/ is approximately

More information

Operational Opportunities to Minimize Renewables Curtailments

Operational Opportunities to Minimize Renewables Curtailments Operational Opportunities to Minimize Renewables Curtailments Clyde Loutan Principal, Renewable Energy Integration July 24, 2017 2017 CAISO - Public Page 1 Agenda Background Real-time control performance

More information

NJ Solar Market Update As of 6/30/15

NJ Solar Market Update As of 6/30/15 NJ Solar Market Update As of 6/30/ Prepared by Charlie Garrison July 17, 20 SOLAR INSTALLED CAPACITY DATA The preliminary installed solar capacity as of 6/30/ is approximately 1,500.7 MW. Approximately

More information

Smarter Network Storage UK first multi-purpose application of grid scale storage. Dr. Panos Papadopoulos, PhD, CEng

Smarter Network Storage UK first multi-purpose application of grid scale storage. Dr. Panos Papadopoulos, PhD, CEng Smarter Network Storage UK first multi-purpose application of grid scale storage Dr. Panos Papadopoulos, PhD, CEng UK Power Networks GENERATION TRANSMISSION DISTRIBUTION SUPPLY INDUSTRIAL COMMERCIAL RESIDENTIAL

More information

Macroeconomic Outlook. Presented by Dr. Bruce A. Scherr Chairman of the Board Chief Executive Officer Emeritus

Macroeconomic Outlook. Presented by Dr. Bruce A. Scherr Chairman of the Board Chief Executive Officer Emeritus Macroeconomic Outlook Presented by Dr. Bruce A. Scherr Chairman of the Board Chief Executive Officer Emeritus Waterways Symposium Cincinnati, OH November 15-17, 2016 Topics Energy Macro Implications Inflation

More information

Total Production by Month (Acre Feet)

Total Production by Month (Acre Feet) Production by Month (acre-feet) 2008 2009 2010 2011 2012 2013 2014 2015 2016 January 25 339.10 228.90 249.50 297.99 243.06 327.14 247.66 212.37 February 234.00 218.80 212.10 241.52 245.82 279.08 234.16

More information

NTPC RENEWABLE ENERGY PROJECTS SUCCESS, CHALLENGES AND PERSERVERANCE

NTPC RENEWABLE ENERGY PROJECTS SUCCESS, CHALLENGES AND PERSERVERANCE NTPC RENEWABLE ENERGY PROJECTS SUCCESS, CHALLENGES AND PERSERVERANCE September 15-17, 2015 Remote Microgrid Conference Yellowknife, NT Geraldine Byrne, Acting Manager, Energy Service, NTPC Ian Flood, Project

More information

BEFORE THE PUBLIC UTILITIES COMMISSION OF THE STATE OF CALIFORNIA

BEFORE THE PUBLIC UTILITIES COMMISSION OF THE STATE OF CALIFORNIA BEFORE THE PUBLIC UTILITIES COMMISSION OF THE STATE OF CALIFORNIA Application of Southern California Edison Company (U338E) for Approval of the Results of Its 2013 Local Capacity Requirements Request for

More information

2017 Adjusted Count Report February 12, 2018

2017 Adjusted Count Report February 12, 2018 A statewide multi-use trail user study and volunteer data collection program 2017 Adjusted Count Report February 12, 2018 The following report includes the final adjusted infrared (IR) counter data at

More information

The impact of electric vehicle development on peak demand and the load curve under different scenarios of EV integration and recharging options

The impact of electric vehicle development on peak demand and the load curve under different scenarios of EV integration and recharging options The impact of electric vehicle development on peak demand and the load curve under different scenarios of EV integration and recharging options Electricity demand in France: a paradigm shift Electricity

More information

Solar Plus: A Holistic Approach to Distributed Solar PV Eric O'Shaughnessy, Kristen Ardani, Dylan Cutler, Robert Margolis

Solar Plus: A Holistic Approach to Distributed Solar PV Eric O'Shaughnessy, Kristen Ardani, Dylan Cutler, Robert Margolis Solar Plus: A Holistic Approach to Distributed Solar PV Eric O'Shaughnessy, Kristen Ardani, Dylan Cutler, Robert Margolis NREL is a national laboratory of the U.S. Department of Energy, Office of Energy

More information

September 2016 Water Production & Consumption Data

September 2016 Water Production & Consumption Data September 2016 Water Production & Consumption Data September 2016 monthly water production (288.48 AF) was lowest in at least 17 years. Monthly water production has increased slightly each month since

More information

Demand and Time of Use Rates. Marty Blake The Prime Group LLC

Demand and Time of Use Rates. Marty Blake The Prime Group LLC Demand and Time of Use Rates Marty Blake The Prime Group LLC Factors Affecting Electric Rates Generation plant cost increases Fuel price increases and volatility Carbon and environmental regulations Cost

More information

M onthly arket. Jan Table of Contents. Monthly Highlights

M onthly arket.   Jan Table of Contents. Monthly Highlights Table of Contents Market Inventory...2 www.gaar.com Monthly Highlights January 2014 had a 12.29% increase in the number of homes sales when compared to same time last year. The average sale price of single-family

More information

Smart Grid, Intelligent Efficiency, Micro-Grids and Distributed Generation

Smart Grid, Intelligent Efficiency, Micro-Grids and Distributed Generation Smart Grid, Intelligent Efficiency, Micro-Grids and Distributed Generation NASEO 2014 Central and West Regional State Energy Offices Meeting Sacramento, CA June 17, 2014 Michael Gravely Deputy Division

More information

MCE Napa County Cleaner energy and lower rates. Honig Winery, Rutherford

MCE Napa County Cleaner energy and lower rates. Honig Winery, Rutherford MCE Napa County Cleaner energy and lower rates Honig Winery, Rutherford Public Power by Community Choice Communities collectively purchase electricity as an alternative to investor-owned utility power

More information

Group 3: Pricing from 1 April 2018 and load management

Group 3: Pricing from 1 April 2018 and load management Group 3: Pricing from 1 April 2018 and load management This document is intended to provide background to Network Tasman s Group 3 pricing, in particular the Regional Coincident Peak Demand (RCPD) price,

More information

Energy Conservation Efforts

Energy Conservation Efforts Hennepin County Property Services Energy Conservation Efforts MEPC Presentation September 2010 HENNEPIN COUNTY PROPERTY SERVICES DEPARTMENT MONTHLY ENERGY COSTS $1,200,000 $1,000,000 Cold 2009 October

More information

Virginia Tech Research Center Arlington, Virginia, USA

Virginia Tech Research Center Arlington, Virginia, USA SMART BUILDINGS AS BUILDING BLOCKS OF A SMART CITY Professor Saifur Rahman Virginia Tech Advanced Research Institute Electrical & Computer Engg Department National University of Singapore Singapore, 10

More information

Advances in Energy Storage and Implementing a Peak Shaving Battery at Fort Carson

Advances in Energy Storage and Implementing a Peak Shaving Battery at Fort Carson Advances in Energy Storage and Implementing a Peak Shaving Battery at Fort Carson Travis Starns Business Development Manager - AECOM Nov. 20, 2018 Agenda Applications for energy storage Advances in energy

More information

WIM #37 was operational for the entire month of September Volume was computed using all monthly data.

WIM #37 was operational for the entire month of September Volume was computed using all monthly data. SEPTEMBER 2016 WIM Site Location WIM #37 is located on I-94 near Otsego in Wright county. The WIM is located only on the westbound (WB) side of I-94, meaning that all data mentioned in this report pertains

More information

Energy Markets in Turmoil The Consumer Perspective

Energy Markets in Turmoil The Consumer Perspective Energy Markets in Turmoil The Consumer Perspective Sonny Popowsky Consumer Advocate of Pennsylvania Illinois State University Institute for Regulatory Policy Studies 63682 Springfield, IL May 17, 2001

More information

Virginia Tech Research Center Arlington, Virginia, USA. PPT slides will be available at

Virginia Tech Research Center Arlington, Virginia, USA. PPT slides will be available at SMART BUILDINGS & A SMART CITY CONNECTED COMMUNITY Guest Professor Inaugural Lecture at Tsinghua University Professor Saifur Rahman Director, Virginia Tech Advanced Research Inst., USA President-elect,

More information

Southern California Edison Revised Cal. PUC Sheet No E Rosemead, California (U 338-E) Cancelling Revised Cal. PUC Sheet No.

Southern California Edison Revised Cal. PUC Sheet No E Rosemead, California (U 338-E) Cancelling Revised Cal. PUC Sheet No. Southern California Edison Revised Cal. PUC Sheet No. 62149-E Rosemead, California (U 338-E) Cancelling Revised Cal. PUC Sheet No. 54195-E Schedule TOU-EV-4 Sheet 1 APPLICABILITY Applicable solely for

More information

Residential Load Profiles

Residential Load Profiles Residential Load Profiles TABLE OF CONTENTS PAGE 1 BACKGROUND... 1 2 DATA COLLECTION AND ASSUMPTIONS... 1 3 ANALYSIS AND RESULTS... 2 3.1 Load Profiles... 2 3.2 Calculation of Monthly Electricity Bills...

More information

Solar Power. Demonstration Site. Annual Performance Report 2017

Solar Power. Demonstration Site. Annual Performance Report 2017 Solar Power Demonstration Site Annual Performance Report 217 Version :1. July 12, 218 Solar Power Demonstration Site 217 Performance Report Introduction INTRODUCTION The Solar Power Demonstration Site

More information

Foothill Transit Battery Electric Bus Performance Results

Foothill Transit Battery Electric Bus Performance Results Foothill Transit Battery Electric Bus Performance Results Leslie Eudy Matt Jeffers EV Summit, Cocoa Beach, Florida October 18, 2016 Presentation Outline NREL overview Zero emission bus (ZEB) evaluation

More information

FOR IMMEDIATE RELEASE

FOR IMMEDIATE RELEASE Article No. 7353 Available on www.roymorgan.com Roy Morgan Unemployment Profile Wednesday, 11 October 2017 2.498 million Australians (18.9%) now unemployed or under-employed In September 1.202 million

More information

NORTHEAST NEBRASKA PUBLIC POWER DISTRICT RATE SCHEDULE LP-2 Large Power Service. Effective: For bills rendered on and after January 1, 2014.

NORTHEAST NEBRASKA PUBLIC POWER DISTRICT RATE SCHEDULE LP-2 Large Power Service. Effective: For bills rendered on and after January 1, 2014. NORTHEAST NEBRASKA PUBLIC POWER DISTRICT RATE SCHEDULE LP-2 Large Power Service Effective: For bills rendered on and after January 1, 2014. SECTION 1. AVAILABILITY AND APPLICABILITY 1.1 This Rate Schedule

More information

NJ Solar Market Update As of 2/29/16

NJ Solar Market Update As of 2/29/16 NJ Solar Market Update As of 2/29/16 Prepared by Charlie Garrison March 24, 2016 SOLAR INSTALLED CAPACITY DATA The installed solar capacity as of 2/29/16 is approximately 1,644.3 MW. Approximately 20.3

More information

PDR Energy Baseline Alternative. Proposal for Discussion October 27, 2015

PDR Energy Baseline Alternative. Proposal for Discussion October 27, 2015 PDR Energy Baseline Alternative Proposal for Discussion October 27, 2015 Update Since Last Meeting Since the October 12 th Working Group Meeting Stem, Solar City, AMS and CESA have had over a half-dozen

More information

Statewide Joint IOU Study of Permanent Load Shifting Workshop #2: Expanding the Availability of Permanent Load Shifting in California

Statewide Joint IOU Study of Permanent Load Shifting Workshop #2: Expanding the Availability of Permanent Load Shifting in California Statewide Joint IOU Study of Permanent Load Shifting Workshop #2: Expanding the Availability of Permanent Load Shifting in California Wednesday, November 10, 2010 Snuller Price, Eric Cutter, Priya Sreedharan,

More information

COMPARISON OF FIXED & VARIABLE RATES (25 YEARS) CHARTERED BANK ADMINISTERED INTEREST RATES - PRIME BUSINESS*

COMPARISON OF FIXED & VARIABLE RATES (25 YEARS) CHARTERED BANK ADMINISTERED INTEREST RATES - PRIME BUSINESS* COMPARISON OF FIXED & VARIABLE RATES (25 YEARS) 2 Fixed Rates Variable Rates For Internal Use Only. FIXED RATES OF THE PAST 25 YEARS AVERAGE RESIDENTIAL MORTGAGE LENDING RATE - 5 YEAR* (Per cent) Year

More information

COMPARISON OF FIXED & VARIABLE RATES (25 YEARS) CHARTERED BANK ADMINISTERED INTEREST RATES - PRIME BUSINESS*

COMPARISON OF FIXED & VARIABLE RATES (25 YEARS) CHARTERED BANK ADMINISTERED INTEREST RATES - PRIME BUSINESS* COMPARISON OF FIXED & VARIABLE RATES (25 YEARS) 2 Fixed Rates Variable Rates FIXED RATES OF THE PAST 25 YEARS AVERAGE RESIDENTIAL MORTGAGE LENDING RATE - 5 YEAR* (Per cent) Year Jan Feb Mar Apr May Jun

More information

RESILIENT SOLAR CASE STUDY: SUNY New Paltz NYPA Integrated Grid Pilot

RESILIENT SOLAR CASE STUDY: SUNY New Paltz NYPA Integrated Grid Pilot PROJECTS UNDER DEVELOPMENT PROJECT SNAPSHOTS Location: SUNY New Paltz, NYS System Owners: Direct Purchase SUNY New Paltz Campus Project Goal: Resilience, energy savings, grid services, and research System

More information

Time of Use Rates. The Policy, Economics, Physics

Time of Use Rates. The Policy, Economics, Physics Time of Use Rates The Policy, Economics, Physics Southwest Colorado Archuleta and La Plata Counties Bayfield, Durango, Ignacio, Pagosa Springs 40,000 meters located over 3,050 sq miles 188 Miles Transmission

More information

FOR IMMEDIATE RELEASE

FOR IMMEDIATE RELEASE Article No. 6928 Available on www.roymorgan.com Roy Morgan Unemployment Profile Wednesday, 17 August 2016 Australian real unemployment jumps to 10.5% (up 0.9%) in July during post-election uncertainty

More information

EnSync Energy Systems Breakthrough Technology. Erik Bakke Project Development Executive February 2017

EnSync Energy Systems Breakthrough Technology. Erik Bakke Project Development Executive February 2017 EnSync Energy Systems Breakthrough Technology Erik Bakke Project Development Executive February 2017 AGENDA 1. Hybrid Energy & Power 2. MATRIX TM DC Integration 3. Internet of Energy Distributed Gen Systems

More information

Wheat Marketing Situation

Wheat Marketing Situation Wheat Marketing Situation Prepared by: Darrell L. Hanavan Executive Director Colorado Wheat Administrative Committee If you would like to receive an email when this report is updated, email gmostek@coloradowheat.org

More information

2013 / 2014 Revenue Comparison: OCTOBER

2013 / 2014 Revenue Comparison: OCTOBER CAR RENTAL GROSS REVENUES 2013 / Revenue Comparison: OCTOBER COMPANY 2013 incr./decr. % change Advantage 1,049,117.25 1,679,547.68 630,430.43 60.1% Alamo/National 5,448,360.80 8,262,318.28 2,813,957.48

More information

Robust Battery Scheduling in a Micro-Grid with PV Generation Xing Wang, Ph.D. GE Grid Software 2016 March 30, 2016

Robust Battery Scheduling in a Micro-Grid with PV Generation Xing Wang, Ph.D. GE Grid Software 2016 March 30, 2016 1 Robust Battery Scheduling in a Micro-Grid with PV Generation Xing Wang, Ph.D. GE Grid Software Solution @i-pcgrid 2016 March 30, 2016 Imagination at work 2 Outline Introduction Problem description Case

More information

Store Energy, Green Future

Store Energy, Green Future Store Energy, Green Future Hill Ren Sr. Country Manager, BYD BYD Profile CONTENT ESS Solution and Technology China State Grid Project Introduction BYD Battery Other Application Cases BYD Business Areas

More information

Regulated Price Plan (RPP) - Tiered Prices Prices effective May 1, 2011 (per kwh)

Regulated Price Plan (RPP) - Tiered Prices Prices effective May 1, 2011 (per kwh) Page 1 of 5 Electricity Prices Electricity Prices at a Glance OEB's Role in Electricity Prices Regulated Price Plan (RPP) - Tiered Prices Regulated Price Plan - Time-of-use (TOU) Prices for Smart Meters

More information

ANCR CRU Statistics February 2007 to December 2007

ANCR CRU Statistics February 2007 to December 2007 ANCR CRU Statistics February 2007 to December 2007 o Jan/07 Feb/07* Mar/07 Apr/07 May/07 Jun/07 Jul/07 Aug/07 Sep/07 Oct/07 Nov/07 Dec/07 Total notes data from Perimeter phone system unavailable prior

More information

Energy Management Through Peak Shaving and Demand Response: New Opportunities for Energy Savings at Manufacturing and Distribution Facilities

Energy Management Through Peak Shaving and Demand Response: New Opportunities for Energy Savings at Manufacturing and Distribution Facilities Energy Management Through Peak Shaving and Demand Response: New Opportunities for Energy Savings at Manufacturing and Distribution Facilities By: Nasser Kutkut, PhD, DBA Advanced Charging Technologies

More information

DER Portfolio Optimization and Dispatch, Tertiary Control/Monitoring Strategies

DER Portfolio Optimization and Dispatch, Tertiary Control/Monitoring Strategies DER Portfolio Optimization and Dispatch, Tertiary Control/Monitoring Strategies Maggie Clout Siemens Energy Management Digital Grid Siemens AG 2016 Three Pillars of a Microgrid System Mixed Generation

More information

COMPILED BY GLASS S. Auction Report - LCV November 2013

COMPILED BY GLASS S. Auction Report - LCV November 2013 GLASS S Auction Report - LCV November 2013 Contents Market Commentary Page 3 Whole Market Summary Page 8 Average Sales Price Year on Year Page 9 Sales Price Compared to Number of Entries (all ages) Page

More information

NORTHEAST NEBRASKA PUBLIC POWER DISTRICT RATE SCHEDULE LP-2 Large Power Service. Effective: For bills rendered on and after February 1, 2019.

NORTHEAST NEBRASKA PUBLIC POWER DISTRICT RATE SCHEDULE LP-2 Large Power Service. Effective: For bills rendered on and after February 1, 2019. NORTHEAST NEBRASKA PUBLIC POWER DISTRICT RATE SCHEDULE LP-2 Large Power Service Effective: For bills rendered on and after February 1, 2019. SEDC:60/7/8/9 SECTION 1. AVAILABILITY AND APPLICABILITY 1.1

More information

Design Criteria Data

Design Criteria Data OKLAHOMA CITY OK Latitude = 35.4 N WMO No. 72353 Longitude = 97.6 W Elevation = 133 feet Period of Record = 1973 to 1996 Average Pressure = 28.62 inches Hg Design Criteria Data Mean Coincident (Average)

More information

Residential Time-of-Day Service Rate Schedule R-TOD

Residential Time-of-Day Service Rate Schedule R-TOD I. Applicability This Rate Schedule 1-R-TOD applies to single- and three-phase service for the following types of residential premises: 1. Individual or dual metered residences with digital communicating

More information

Enel Green Power. Integration of Storage System with RES. Riccardo Amoroso Chief Innovation and Sustainability Officer. Naples, October 16 th 2015

Enel Green Power. Integration of Storage System with RES. Riccardo Amoroso Chief Innovation and Sustainability Officer. Naples, October 16 th 2015 Enel Green Power Integration of Storage System with RES Naples, October 16 th 2015 Riccardo Amoroso Chief Innovation and Sustainability Officer Worldwide RES trends 2000 2030 Additional Capacity by Area

More information

Microgrid with Solar Power and Fuel Cell Technology

Microgrid with Solar Power and Fuel Cell Technology Environment, Energy Security, and Sustainability (E2S2) Symposium and Exhibition Microgrid with Solar Power and Fuel Cell Technology 16 June 2010 Dan Markiewicz Senior Director, Electrical Design 1 OVERVIEW

More information

Design Criteria Data

Design Criteria Data MEDFORD/JACKSON CO. OR Latitude = 42.37 N WMO No. 72597 Longitude =122.8 W Elevation = 1329 feet Period of Record = 1973 to 1996 Average Pressure = 28.61 inches Hg Design Criteria Data Mean Coincident

More information

PRESENTATION ON STRATEGIC APPROACH TOWARDS WIND SOLAR HYBRID SYSTEMS (SWES) FOR REMOTE TELECOM SITES IN INDIA & CASE STUDY OF RAJASTHAN

PRESENTATION ON STRATEGIC APPROACH TOWARDS WIND SOLAR HYBRID SYSTEMS (SWES) FOR REMOTE TELECOM SITES IN INDIA & CASE STUDY OF RAJASTHAN PRESENTATION ON STRATEGIC APPROACH TOWARDS WIND SOLAR HYBRID SYSTEMS (SWES) FOR REMOTE TELECOM SITES IN INDIA & CASE STUDY OF RAJASTHAN WORKSHOP ON SMALL WIND ENERGY AND HYBRID SYSTEMS & ITS RELEVANCE

More information

Past Due. Account Charges. Contract Charges Security Deposit Due - Jun 09, , Customer Service. Jun 19, PAST DUE $1,693.

Past Due. Account Charges. Contract Charges Security Deposit Due - Jun 09, , Customer Service. Jun 19, PAST DUE $1,693. 11983978 Jun 19, 217 1 124 958 PAST DUE $1,693.97 Meter Reading Information Meter # 55271 May 3 655 Jun 15 6642 17 days 1397 on or about Aug 15 82 Past Due Balance payable includes an amount which is payable

More information

FOR IMMEDIATE RELEASE

FOR IMMEDIATE RELEASE Article No. 5842 Available on www.roymorgan.com Roy Morgan Unemployment Profile Thursday, 2 October 2014 Unemployment climbs to 9.9% in September as full-time work lowest since October 2011; 2.2 million

More information

Renewable energy. and the smart grid. Presentation 3 rd Asian IAEE. 21 February 2012 Kyoto, Japan. Perry Sioshansi Menlo Energy Economics

Renewable energy. and the smart grid. Presentation 3 rd Asian IAEE. 21 February 2012 Kyoto, Japan. Perry Sioshansi Menlo Energy Economics Renewable energy and the smart grid Presentation 3 rd Asian IAEE 21 February 2012 Kyoto, Japan Perry Sioshansi Menlo Energy Economics San Francisco CA www.menloenergy.com Pleasure to be in Kyoto Always

More information

Thomas Alston Director of Business and Policy Development. Presented By N. Scottsdale Rd, Suite 410 Scottsdale Arizona 85257

Thomas Alston Director of Business and Policy Development. Presented By N. Scottsdale Rd, Suite 410 Scottsdale Arizona 85257 Residential Solar Workshop May 7 th 2008 Thomas Alston Director of Business and Policy Development Presented By 1475 N. Scottsdale Rd, Suite 410 Scottsdale Arizona 85257 Workshop Agenda An Overview of

More information

Year to Date Summary. Average and Median Sale Prices

Year to Date Summary. Average and Median Sale Prices A Publication of RMLS, The Source for Real Estate Statistics in Your Community Residential Review: Southwest Washington September 2018 Reporting Period September Residential Highlights Southwest Washington

More information

Design Criteria Data

Design Criteria Data DES MOINES IA Latitude = 41.53 N WMO No. 72546 Longitude = 93.65 W Elevation = 965 feet Period of Record = 1973 to 1996 Average Pressure = 28.96 inches Hg Design Criteria Data Mean Coincident (Average)

More information

Modeling and Comparison of Dynamics of AC and DC Coupled Remote Hybrid Power Systems

Modeling and Comparison of Dynamics of AC and DC Coupled Remote Hybrid Power Systems Modeling and Comparison of Dynamics of AC and DC Coupled Remote Hybrid Power Systems Presenter: Tanjila Haque Supervisor : Dr. Tariq Iqbal Faculty of Engineering and Applied Science Memorial University

More information

Commuter Rail Update. October 25, 2018

Commuter Rail Update. October 25, 2018 Commuter Rail Update October 25, 2018 2 page page 3 State of Commuter Rail Network, July 2014 The 2014 Commuter Rail network had multiple issues and a history of neglect & under-investment FIRST UP? UPGRADES

More information

Australian Solar Cooling Interest Group (ausscig) Conference Queensland Solar City

Australian Solar Cooling Interest Group (ausscig) Conference Queensland Solar City Townsville: Queensland Solar City ausscig Conference 2011 1 The Townsville: Queensland Solar City project is part of the Australian Government Solar Cities program. Ergon Energy would like to acknowledge

More information

FOR IMMEDIATE RELEASE

FOR IMMEDIATE RELEASE Article No. 7761 Available on www.roymorgan.com Roy Morgan Unemployment Profile Monday, 8 October 2018 Unemployment down to 9.4% in September off two-year high Australian employment has grown solidly over

More information

Design Criteria Data

Design Criteria Data LAS VEGAS/MCCARRAN NV Latitude = 36.8 N WMO No. 72386 Longitude =115.1 W Elevation = 2179 feet Period of Record = 1973 to 1996 Average Pressure = 27.67 inches Hg Design Criteria Data Mean Coincident (Average)

More information

Design Criteria Data

Design Criteria Data PHOENIX/SKY HARBOR AZ Latitude = 33.43 N WMO No. 72278 Longitude =112. W Elevation = 116 feet Period of Record = 1973 to 1996 Average Pressure = 28.72 inches Hg Design Criteria Data Mean Coincident (Average)

More information

Inventory Levels - All Prices. Inventory Levels - By Price Range

Inventory Levels - All Prices. Inventory Levels - By Price Range Inventory Levels - All Prices Idaho Falls Bonneville Total 7-Apr-17 154 111 265 6-Apr-18 113 91 204-23% Inventory Levels - By Price Range 7-Apr-17 6-Apr-18 0-100,000 36 10 100,001-125,000 13 9 125,001-150,000

More information

Implementing a Microgrid Using Standard Utility Control Equipment

Implementing a Microgrid Using Standard Utility Control Equipment Implementing a Microgrid Using Standard Utility Control Equipment Tom Fenimore Duke Energy Andy Gould and Larry Wright Schweitzer Engineering Laboratories, Inc. Copyright Duke Energy and SEL 2016 Overview

More information

Docket No. DE Dated: 05/04/2015 Attachment CJG-1 Page 1

Docket No. DE Dated: 05/04/2015 Attachment CJG-1 Page 1 Docket No. DE - Dated: 0/0/0 Attachment CJG- Page 8 9 Summary of Forecasted Energy Service 0 Cost For January 0 Through December 0 TOTAL COST Cents per KWH Reference Fossil energy costs $ 9,9 $. Attachment

More information

MONTHLY PERFORMANCE DASHBOARD

MONTHLY PERFORMANCE DASHBOARD AUSTIN ENERGY JULY MONTHLY PERFORMANCE DASHBOARD A report highlighting key Austin Energy metrics for e FY FINANCIAL HEALTH Standard and Poor s Bond Rating Austin Energy Rating AA AA Budget Based Revenues

More information

Applications of flow batteries in Africa

Applications of flow batteries in Africa Bushveld Energy Applications of flow batteries in Africa Presentation document 20 June 2018 www.bushveldenergy.com Bushveld is an integrated vanadium-based platform which spans from extraction to manufacturing

More information

Inventory Levels - All Prices. Inventory Levels - By Price Range

Inventory Levels - All Prices. Inventory Levels - By Price Range Inventory Levels - All Prices Idaho Falls Bonneville Total 3-Mar-17 152 108 260 2-Mar-18 109 78 187-28% Inventory Levels - By Price Range 3-Mar-17 2-Mar-18 0-100,000 41 6 100,001-125,000 19 8 125,001-150,000

More information

Smart community clustering for sharing local green energy. Yoshiki Yamagata, Hajime Seya and Sho Kuroda

Smart community clustering for sharing local green energy. Yoshiki Yamagata, Hajime Seya and Sho Kuroda 2014 International Conference and Utility Exhibition on "Green Energy for Sustainable Development" Smart community clustering for sharing local green energy Yoshiki Yamagata, Hajime Seya and Sho Kuroda

More information

EPRI Intelligrid / Smart Grid Demonstration Joint Advisory Meeting March 3, 2010

EPRI Intelligrid / Smart Grid Demonstration Joint Advisory Meeting March 3, 2010 EPRI Intelligrid / Smart Grid Demonstration Joint Advisory Meeting March 3, 2010 Community Energy Storage Presentation & Simulation Results Thomas J. Walker Emeka Okafor 1 Energy Storage Applications in

More information

Transmission Access Charges (TAC) Structure Use Transmission Energy Downflow (TED) as the TAC Billing Determinant

Transmission Access Charges (TAC) Structure Use Transmission Energy Downflow (TED) as the TAC Billing Determinant Transmission Access Charges (TAC) Structure Use Transmission Energy Downflow (TED) as the TAC Billing Determinant Doug Karpa, J.D., Ph.D Policy Director Clean Coalition 415.860.6681 mobile doug@clean-coalition.org

More information

PG&E s Energy Landscape. Gregg Lemler, vice president, electric transmission i-pcgrid Workshop March 28 30, 2018

PG&E s Energy Landscape. Gregg Lemler, vice president, electric transmission i-pcgrid Workshop March 28 30, 2018 PG&E s Energy Landscape Gregg Lemler, vice president, electric transmission i-pcgrid Workshop March 28 30, 2018 Implications Drivers The energy landscape is changing Policy Changes Market Trends Business

More information

Large scale solar power plant in Nordic conditions. Antti Kosonen, Jero Ahola, Christian Breyer, Albert Albó

Large scale solar power plant in Nordic conditions. Antti Kosonen, Jero Ahola, Christian Breyer, Albert Albó Large scale solar power plant in Nordic conditions Antti Kosonen, Jero Ahola, Christian Breyer, Albert Albó 25.8.214 Finland Finland: Location: between latitudes of 6 7 Area: 338 435 km 2 Population: 5.4

More information

Market Drivers for Battery Storage

Market Drivers for Battery Storage Market Drivers for Battery Storage Emma Elgqvist, NREL Battery Energy Storage and Microgrid Applications Workshop Colorado Springs, CO August 9 th, 2018 Agenda 1 2 3 Background Batteries 101 Will storage

More information

Pedro Nunes. July 2016

Pedro Nunes. July 2016 Integration of PV and electric vehicles in future energy systems Pedro Nunes July 2016 1. background 2 context Sectors of energy and transport are the biggest GHG emitters in the EU (30% and 20%, respectively)

More information

System Status Update & Demand Response

System Status Update & Demand Response System Status Update & Demand Response 13 November 2014 AMEU Technical Committee Meeting Dharmesh Bhana Overview Winter 2014 Summer Outlook NRS048-9 Implementation Changes Demand Response Conclusion 2

More information

Integrating DER. Thomas Bialek, PhD PE Chief Engineer. Smart Grid & Climate Change Summit October 13, 2015

Integrating DER. Thomas Bialek, PhD PE Chief Engineer. Smart Grid & Climate Change Summit October 13, 2015 Integrating DER Thomas Bialek, PhD PE Chief Engineer Smart Grid & Climate Change Summit October 13, 2015 Integration of DER Solar & Electric Vehicle Customers SDG&E s Vision Consistent with State Policy

More information

Flexible Capacity Needs and Availability Assessment Hours Technical Study for 2020

Flexible Capacity Needs and Availability Assessment Hours Technical Study for 2020 Flexible Capacity Needs and Availability Assessment Hours Technical Study for 2020 Clyde Loutan Principal, Renewable Energy Integration Hong Zhou Market Development Analyst, Lead Amber Motley Manager,

More information

FOR IMMEDIATE RELEASE

FOR IMMEDIATE RELEASE Article No. 7845 Available on www.roymorgan.com Roy Morgan Unemployment Profile Friday, 18 January 2019 Unemployment in December is 9.7% and under-employment is 8.8% FOR IMMEDIATE RELEASE Australian unemployment

More information

CEO PROGRAM September 2018

CEO PROGRAM September 2018 CEO PROGRAM September 2018 1 Sept 17th: ALL! CEO High Orientation (Kiva 6pm 7:30pm) 2 3 4 5 6 7 8 Sept 18th: ALL! CEO Orientation (Kiva 6pm 7:30pm) 9 10 11 12 13 14 15 *Parents please drop off/pick up

More information

2019 NYC Solar Installer Workshop: Solar and Storage. March 18, 2019

2019 NYC Solar Installer Workshop: Solar and Storage. March 18, 2019 2019 NYC Solar Installer Workshop: Solar and Storage March 18, 2019 2 ConEdison Activity Since MW Block Redesign Commercial MW Block Activity 3 15 MW submitted since redesign - 6/17/2018 10 rooftop canopy

More information

Solar PV and Storage Overview

Solar PV and Storage Overview Solar PV and Storage Overview Sherry Stout, Engineer National Renewable Energy Laboratory (NREL) National Adaptation Forum Pre-Conference Workshop on Solar +Storage May 8, 2017 U.S. Solar Resource for

More information