VICTORIAN TERMINAL STATION DEMAND FORECASTS 2010/ /20

Size: px
Start display at page:

Download "VICTORIAN TERMINAL STATION DEMAND FORECASTS 2010/ /20"

Transcription

1 1 VICTORIAN TERMINAL STATION DEMAND FORECASTS 2010/ /20 PREPARED BY: Transmission Services DOCUMENT NO: VERSION NO: 6 FINAL

2 DISCLAIMER This publication has been prepared by the Australian Energy Market Operator Limited (AEMO) using long term load forecast information in relation to each connection point that connects to the Victorian transmission network. This information has been submitted to AEMO by Distribution Network Service Providers (DNSPs) and shall form part of an Annual Planning Report to be published by AEMO in its capacity as a Transmission Network Service Provider in Victoria in accordance with Rule 5.6.2A of the National Electricity Rules. This publication also contains certain predictions, estimates and statements that reflect various assumptions. Further, this publication presents aggregate forecasts of demand at terminal stations over the next ten years, which are based on the DNSPs forecasts and assumptions. All forecasts and assumptions could change from year to year. Consequently, they may or may not prove to be correct. Information in this publication does not amount to a recommendation in respect of any possible investment and does not purport to contain all of the information that a prospective investor or participant or potential participant in the National Electricity Market might require. The information contained in this publication might not be appropriate for all persons and it is not possible for AEMO to have regard to the investment objectives, financial situation, and particular needs of each person who reads or uses this publication. The information contained in this publication might contain errors or omissions, and may or may not prove to be correct. In all cases, anyone proposing to rely on or use the information in this publication should independently verify and check the accuracy, completeness, reliability, and suitability of that information (including information and reports provided by third parties) and should obtain independent and specific advice from appropriate experts. Accordingly, to the maximum extent permitted by law, neither AEMO, nor any of AEMO s advisers, consultants or other contributors to this publication (or their respective associated companies, businesses, partners, directors, officers or employees): (a) (b) make any representation or warranty, express or implied, as to the currency, accuracy, reliability or completeness of this publication and the information contained in it; and shall have any liability (whether arising from negligence, negligent misstatement, or otherwise) for any statements, opinions, information or matter (expressed or implied) arising out of, contained in or derived from, or for any omissions from, the information in this publication, or in respect of a person s use of the information (including any reliance on its currency, accuracy, reliability or completeness) contained in this publication. COPYRIGHT NOTICE AEMO is the owner of the copyright and all other intellectual property rights in this publication. All rights are reserved. All material is subject to copyright under the Copyright Act 1968 (Cth) and permission to copy it, or any parts of it, must be obtained in writing from AEMO. AEMO TRANSMISSION SERVICES

3 Table of Contents 1. INTRODUCTION 3 2. DEMAND FORECASTS BY LOCATION 4 3. METHODOLOGY Date Ranges and times Embedded Generation Capacitance and Reactance Diversity of Demand Terminal Station Diversity System Diversity SYSTEM MAXIMUM DEMAND FORECASTS TSDF System Forecast VAPR Forecast Summer Demand Winter Demand Comparison of System Forecasts Reactive Demand Forecasts ACTUAL DEMANDS VS. PREVIOUS FORECASTS Summer Winter 63 AEMO TRANSMISSION SERVICES

4 1. Introduction AEMO has prepared and makes available demand forecasts for points of connection within the Victorian transmission network as required by the National Electricity Rules, clause 5.6.2A(b)(1). For each location, this document provides the: Maximum active power demands forecast to occur for summer and winter on average one year in two (50% probability of exceedance (POE)) and one year in ten (10% POE), for each of the financial years 2010/2011 to 2019/2020 inclusive; Reactive power demands forecast to occur at the same times as the terminal station s maximum active demands (for both 50% POE and 10% POE); Representative daily active and reactive demand profiles for days of maximum active power demand; and Maximum active and coincident reactive actual demands for the summer and winter periods of the preceding year (2009/10). System Participants have supplied AEMO with forecast maximum levels of active demand, and the associated reactive demand levels, that they expect to be supplied to their licensed distribution area at the 10% and 50% POE levels, separated according to their points of connection at each terminal station. Forecasts are provided for summer and winter over a ten year period. AEMO has aggregated these forecasts by terminal station. These forecast demands also form an input to the Distribution Businesses' subsequent connection planning reports. AEMO TRANSMISSION SERVICES PAGE 3

5 2. Demand Forecasts by Location The bulk of this report comprises a summary of the total forecast demand for each location. In most cases, the locations reported here correspond directly to physical terminal stations. In other cases, a location may cover only a portion of a terminal station (for example only some of the buses), or portions of multiple terminal stations. Finally, some locations relate to direct connect customers, rather than terminal stations. Where a location supplies electricity at different voltage levels, these are reported separately. Locations are sorted by abbreviation, which generally includes an abbreviation of the terminal station name, along with the voltage level. The following locations are included: Abbreviation Description APD500 APD500: Portland 500 kv bus ATS_BLTS66 ATS_BLTS66: Altona/Brooklyn Terminal Station 66 kv bus ATS_West66 ATS_West66: Altona West Terminal Station 66 kv bus BATS66 BATS66: Ballarat Terminal Station 66 kv bus BETS22 BETS22: Bendigo Terminal Station 22 kv bus BETS66 BETS66: Bendigo Terminal Station 66 kv bus BLTS22 BLTS22: Brooklyn Terminal Station 22 kv bus BLTS-SCI66 BLTS-SCI66: Brooklyn-SCI 66 kv bus BTS22 BTS22: Brunswick Terminal Station 22 kv bus CBTS66 CBTS66: Cranbourne Terminal Station 66 kv bus ERTS66 ERTS66: East Rowville Terminal Station 66 kv bus FBTS66 FBTS66: Fishermans Bend Terminal Station 66 kv bus FVTS220 FVTS220: Fosterville Terminal Station 220 kv bus GNTS66 GNTS66: Glenrowan Terminal Station 66 kv bus GTS66 GTS66: Geelong Terminal Station 66 kv bus HOTS66 HOTS66: Horsham Terminal Station 66 kv bus HTS66 HTS66: Heatherton Terminal Station 66 kv bus HYTS22 HYTS22: Heywood Terminal Station 22 kv bus JLA220 JLA220: John Lysaght 220 kv bus KGTS22 KGTS22: Kerang Terminal Station 22 kv bus KGTS66 KGTS66: Kerang Terminal Station 66 kv bus KTS66 KTS66: Keilor Terminal Station 66 kv bus LY66 LY66: Loy Yang Substation 66 kv bus MBTS66 MBTS66: Mount Beauty Terminal Station 66 kv bus MTS22 MTS22: Malvern Terminal Station 22 kv bus MTS66 MTS66: Malvern Terminal Station 66 kv bus MWTS66 MWTS66: Morwell Terminal Station 66 kv bus AEMO TRANSMISSION SERVICES PAGE 4

6 Abbreviation Description PTH220 PTH220: Point Henry 220 kv bus RCTS22 RCTS22: Red Cliffs Terminal Station 22 kv bus RCTS66 RCTS66: Red Cliffs Terminal Station 66 kv bus RTS22 RTS22: Richmond Terminal Station 22 kv bus RTS66 RTS66: Richmond Terminal Station 66 kv bus RWTS22 RWTS22: Ringwood Terminal Station 22 kv bus RWTS1366 RWTS1366: Ringwood Terminal Station 1&366 kv bus RWTS2466 RWTS2466: Ringwood Terminal Station 2&466 kv bus SHTS66 SHTS66: Shepparton Terminal Station 66 kv bus SMTS66 SMTS66: South Morang Terminal Station 66 kv bus SVTS66 SVTS66: Springvale Terminal Station 66 kv bus TBTS66 TBTS66: Tyabb Terminal Station 66 kv bus TGTS66 TGTS66: Terang Terminal Station 66 kv bus TSTS66 TSTS66: Templestowe Terminal Station 66 kv bus TTS1266 TTS1266: Thomastown Terminal Station 1&266 kv bus TTS3466 TTS3466: Thomastown Terminal Station 3&466 kv bus WETS66 WETS66: Wemen Terminal Station 66 kv bus WMTS22 WMTS22: West Melbourne Terminal Station 22 kv bus WMTS66 WMTS66: West Melbourne Terminal Station 66 kv bus WOTS22 WOTS22: Wodonga Terminal Station 22 kv bus WOTS66 WOTS66: Wodonga Terminal Station 66 kv bus YPS11 YPS11: Yallourn PS Terminal Station 11 kv bus AEMO TRANSMISSION SERVICES PAGE 5

7 AEMO TRANSMISSION SERVICES PAGE 6

8 AEMO TRANSMISSION SERVICES PAGE 7

9 AEMO TRANSMISSION SERVICES PAGE 8

10 AEMO TRANSMISSION SERVICES PAGE 9

11 AEMO TRANSMISSION SERVICES PAGE 10

12 AEMO TRANSMISSION SERVICES PAGE 11

13 AEMO TRANSMISSION SERVICES PAGE 12

14 BLTS-SCl66: Brook lyn-sci 66 kv bus Summer Demand 2009/10 MD MW MVAR 18 Jan : % POE 50% POE Year MW MVAR MW MVAR 2010/ / G , /14 6, / / /17 6, /18 6, / / G.7 Load C11Ne on High Demand Oay 70, ,- -- -, ,- -- -,-- --, , t t I j r1"',11 n, ~ II l\i, rt ~ ',N ( \J II ~ If M ' I I :,o f--h IH-l-+ff-Llf-1-++-'hHl- ++-~ ~r+-- \, H-+f-hl--V-l , 11--F Hf-t~tt-H-f+-ii!-, tf-lt-+ t--i lt-1 -f--'l.-f,l-tf--tt- ---, ' Hl--<1-..,,,, M--'--lfl-- -t 0... _..,,,...,_, ~ - -"""'.,,,._ I T -' ' _ ,... BO,------,-----,-----,------r--- Forecast -- M\Y ---- MVA.=tS 70 t=====;;;;::;;;;;j;;===;;;;;;j;====!====;;j;;;=;;;; -- 10;. 1.tw t ~);. \tw ! ! :,o ! ==::::=::::=:::::::::;j;:::::::::::::::::::==!;:::::::::::::::::::::::::~:::::=:::::::::::;j::::::::== t / B/ r) 7i-\tv A,:;, $) ';,c. \tv AJ Winter Demand 2009 MD 22 Jun :30 10% POE Yea r MW MVAR 2010, G.O 2015, G.O MW MVAH 64.G % POE MW MVAR 66.8 G.O 66.8 G.O GG.8 G.O ao ,0,., - 'V \ I...,... _.,... Load Curve on High Demand Day A ~ A I I I\ n. ' J Ill 1J 11 \J I H f I 1,1,,.,... ' ~...,. ;,,, 11, r\ I'-.,,' -....,\''-"' l.t"'..,"""..'"' "' -100 ' u ~., u u.,u I L o UU V o'uu L U o U U ' u. ao, , r--- Forecast 70 1;;;;;===+===;;;;;;!;====j;;;;;;===+=;;;;; t f ! =========!::========t========l========::t====: t W B I -- M\",' ---- MVA.=tS -- 10%.~'i 1 1' -- 1 %.IMV K Notes: This load is a direct connect customer. This load is typically shut,down on summer peak days, hence the IVlD,does not coincide with the system pceak AEMO TRANSMISSION SERVICES PAGE 13

15 AEMO TRANSMISSION SERVICES PAGE 14

16 AEMO TRANSMISSION SERVICES PAGE 15

17 AEMO TRANSMISSION SERVICES PAGE 16

18 AEMO TRANSMISSION SERVICES PAGE 17

19 AEMO TRANSMISSION SERVICES PAGE 18

20 AEMO TRANSMISSION SERVICES PAGE 19

21 AEMO TRANSMISSION SERVICES PAGE 20

22 AEMO TRANSMISSION SERVICES PAGE 21

23 AEMO TRANSMISSION SERVICES PAGE 22

24 AEMO TRANSMISSION SERVICES PAGE 23

25 AEMO TRANSMISSION SERVICES PAGE 24

26 AEMO TRANSMISSION SERVICES PAGE 25

27 AEMO TRANSMISSION SERVICES PAGE 26

28 AEMO TRANSMISSION SERVICES PAGE 27

29 AEMO TRANSMISSION SERVICES PAGE 28

30 AEMO TRANSMISSION SERVICES PAGE 29

31 AEMO TRANSMISSION SERVICES PAGE 30

32 AEMO TRANSMISSION SERVICES PAGE 31

33 AEMO TRANSMISSION SERVICES PAGE 32

34 AEMO TRANSMISSION SERVICES PAGE 33

35 AEMO TRANSMISSION SERVICES PAGE 34

36 AEMO TRANSMISSION SERVICES PAGE 35

37 AEMO TRANSMISSION SERVICES PAGE 36

38 AEMO TRANSMISSION SERVICES PAGE 37

39 RWTS22 : Ringwood Ter1m in al Station 22 kv bus Summ er Dem an d 2009/10 MD MW MVAR 11 Jan : % POE 50% POE Yea r MW MVAR MW MVAR 2010/ / / / / / / / G / G Load C11Ne on High Demand Oay BO -- M\Y 7, MVA.=tS,50 V 50 ' / _,...,.,.- --~-1!!1""" _, ,o,0:00 4:00 B:00 12:00 1 6:00 20:00 0:00 Forecas t SO ! )\. ltval, ! c,,%. \tval- 40 t:::;: ;;:: _;;::;_;:::;;_;:;;_::;_;:_ ;J;_;:;._,;._;.;:_ ;.; ;;:;.::..,:;::_~ ;;:::_a':::_;;._,:_';_;, ~ _,'==';;';;';':-~ -'t':": ~ / B/19 Wint er Dem and 2009, MD MW MVAH 10 Jun : % POE 50% POE Yea r MW MVAR MW MVAR , ao Load Curve on High Demand Dai. - / ' M\",' / '- / _,,.., / ~ ,0 0:00 4:oo, 6:00 12:00, 16:00 20:00, 0:00 ' ---- MVA.=tS Forec ast 90 ao -- 10%.~'i 70 1' :1)% \t'i\ ' %.IMV K :1)%.\0/ A,~ W B Notes: AEMO TRANSMISSION SERVICES PAGE 38

40 AEMO TRANSMISSION SERVICES PAGE 39

41 AEMO TRANSMISSION SERVICES PAGE 40

42 AEMO TRANSMISSION SERVICES PAGE 41

43 AEMO TRANSMISSION SERVICES PAGE 42

44 AEMO TRANSMISSION SERVICES PAGE 43

45 AEMO TRANSMISSION SERVICES PAGE 44

46 AEMO TRANSMISSION SERVICES PAGE 45

47 AEMO TRANSMISSION SERVICES PAGE 46

48 AEMO TRANSMISSION SERVICES PAGE 47

49 AEMO TRANSMISSION SERVICES PAGE 48

50 AEMO TRANSMISSION SERVICES PAGE 49

51 AEMO TRANSMISSION SERVICES PAGE 50

52 AEMO TRANSMISSION SERVICES PAGE 51

53 AEMO TRANSMISSION SERVICES PAGE 52

54 AEMO TRANSMISSION SERVICES PAGE 53

55 AEMO TRANSMISSION SERVICES PAGE 54

56 3. Methodology For notes on individual terminal stations, please see its sheet above. 3.1 Date Ranges and times Summer 2010/11 refers to the period 01 November 2010 to 30 April Winter 2009 refers to the period 01 May 2009 to 31 October Demand figures are based on 30 minute energy forecasts. Where an interval time is noted, it refers to the end time of the 30- minute interval. Where shown in this document, time of day is Australian Eastern Standard Time. Daylight Saving Time is not used for summer in this document. 3.2 Embedded Generation Actual demands at a location for distribution network/s connected will be the total of: Customer demand connected to the distribution network/s; plus Losses in the distribution network/s; less Generation exported into the distribution network/s from generators embedded in the distribution network/s. In forecasting location maximum demands presented in this report, System Participants have assessed the aggregate level of export, at times of each location s maximum demand, from small generators embedded in the distribution network/s connected to the station. Where possible, these assumptions have been formed using historical performance during high load periods. This aggregate export has been treated in the Terminal Station Demand Forecasts as negative demand. That is, the locations Maximum Demand Forecasts presented in this document have been reduced by the total export of relevant embedded generators. Output from embedded wind generators is handled in the same manner; that is, it has been estimated and treated as negative demand for the relevant terminal stations. Conversely, the Terminal Station Maximum Demand Forecasts presented include demand supplied by larger embedded generators scheduled by AEMO. That is, the Terminal Station Maximum Demand Forecasts presented have not been reduced by the total export of these particular embedded generators. AEMO TRANSMISSION SERVICES PAGE 55

57 Examples of larger embedded generators are: Morwell power station units G1-3; Clover power station; Hume power station; Somerton power station; Bairnsdale power station; and Anglesea power station. 3.3 Capacitance and Reactance Reactive loading forecasts presented are the reactive loading levels expected to be imposed on locations by licensed distribution areas. Thus they incorporate the reactive losses of the distribution network, including any reactors, and are offset by line and cable charging and those capacitors in the distribution network assessed by System Participants to be in service at the relevant time. Terminal station capacitors, compensators, reactors and transformation reactive losses are not considered as part of the demand. 3.4 Diversity of Demand Terminal Station Diversity Where only one System Participant has a point of connection at a location, demand forecasts are presented as provided by the System Participant. Where more than one System Participant has a point of connection at a location, AEMO determines the proportion of demand contributed by each Participant at the time of maximum demand for the location. In some instances, a Participant does not experience its maximum demand at the same time as the terminal station. AEMO refers to this as diversity between the Participant s maximum demand and the location s maximum demand. This diversity is represented by a terminal station diversity factor. The terminal station diversity factor is based on the historical behaviour of the terminal station and Participant demands. It assists AEMO in using the demand forecasts provided by Participants to calculate the maximum demand of the location. Each participant s demand forecast is assigned a diversity factor for each relevant location. The diversity factor scales the demand forecast to represent the demand contributed by the Participant at the time of location maximum demand. The scaled demand forecasts are summed to obtain aggregate demand forecasts for these location. AEMO TRANSMISSION SERVICES PAGE 56

58 3.4.2 System Diversity When calculating system demand forecasts, AEMO determines the proportion of demand contributed by each Participant (by location) at the time of system maximum demand. In some instances, a Participant does not experience its maximum demand at the same time as the system maximum. AEMO refers to this as diversity between the Participant s maximum demand and the system maximum demand. This diversity is represented by a system diversity factor. The system diversity factors are based on the historical behaviour of the Participants demands at time of system maximum demand. It assists AEMO in using the demand forecasts provided by Participants to calculate the forecast system maximum demand. Each participant s demand forecast is assigned a system diversity factor. The diversity factor scales the demand forecast to represent the demand contributed by the Participant at the time of system maximum demand. The scaled demand forecasts are summed to obtain aggregate system maximum demand forecasts. Winter and summer forecasts derived from the Terminal Station Demand Forecasts are compared against AEMO s system forecasts, as presented in the following section. AEMO TRANSMISSION SERVICES PAGE 57

59 4. System Maximum Demand Forecasts 4.1 TSDF System Forecast From the individual location forecasts at 10% and 50% POE for summer and winter, AEMO has used the following steps to derive a corresponding overall Victorian forecast: Multiplied each Participant s demand forecasts for its points of connection by the relevant system diversity factor to produce terminal station demand forecasts for the time of system peak demand (see Methodology section above); Aggregated these system-diversified terminal station demand forecasts; Ensured that the Loy Yang Switching station is not double-counted at Morwell Terminal Station; Adjusted the overall forecast by adding: o Transmission losses as expected on a maximum demand day; o Demand representing expected power station internal usage. 4.2 VAPR Forecast Maximum demand forecasts for the Victorian electricity system are also available in the 2010 Victorian Annual Planning Report (VAPR) which is published in June, and available from The VAPR forecast is determined using a top-down approach, based on factors such as: Historical electricity demand; Economic and population growth; and Trends in electricity demand. For the purpose of comparison with the TSDF, the following applies: The medium economic growth scenario is selected. The VAPR forecast is based on demand as measured at the generator terminals. No adjustment is required for transmission losses and power station internal usage. Unlike the TSDF, the VAPR forecast includes the contribution of wind farms embedded within the distribution networks. To enable a comparison with the TSDF, this contribution is removed. AEMO TRANSMISSION SERVICES PAGE 58

60 4.3 Summer Demand Figure 4-1 displays summer TSDF forecasts and VAPR forecasts for both 10% POE and 50% POE. FIGURE 4-1- TSDF AND VAPR SUMMER MAXIMUM DEMAND FORECASTS The TSDF forecasts at both 10% and 50% POE are considerably higher than the VAPR forecasts. For 10% POE, the gap varies from 5.4% in the first forecast year to 10.6% in the final year. For 50% POE, it varies from 6.3% to 12.3%. AEMO TRANSMISSION SERVICES PAGE 59

61 4.4 Winter Demand Figure 4-2 displays winter TSDF forecasts and VAPR forecasts for both 10% POE and 50% POE. FIGURE 4-2 TSDF AND VAPR WINTER MAXIMUM DEMAND FORECASTS Overall, Participant forecasts are well in excess of the VAPR projections. For 10% POE, the gap varies from 5.5% in the first forecast year to 12.6% in the final year. For 50% POE, it varies from 4.8% to 10.0%. AEMO TRANSMISSION SERVICES PAGE 60

62 4.5 Comparison of System Forecasts A discrepancy between the VAPR forecast and the aggregated TSDF is to be expected, given the very different methods used to develop them. The VAPR is focused on forecasting the total Victorian system demand, whereas the TSDF uses local information and connection information to develop forecasts for each terminal station. The TSDF is aggregated to a system total for comparative purposes. As in previous years, the aggregated TSDF forecasts are higher than the VAPR forecasts. The VAPR forecasts have increased since last year, but the aggregated TSDF forecasts have increased by a larger amount. As a result, the gap between the two has grown. In checking the forecasts submitted for individual locations, AEMO has identified those that have markedly increased, and sought clarification from the participant. A variety of reasons were nominated for the increases; a sample of typical responses is listed below. Increased demand due to planned residential developments; Increased applications for customer connections; Recovery from global financial crisis; higher expectations for economic growth; Positive correction to the forecast after adjusting for last year s actual weather conditions. Another factor contributing to the increase in the aggregated TSDF is a change in methodology for direct-connect customers. In previous years, the system diversity factor for direct-connect customers was calculated as for other locations. In this year s report, a more conservative assumption has been made for planning purposes, to assign these loads a system diversity factor of 100%. AEMO TRANSMISSION SERVICES PAGE 61

63 4.6 Reactive Demand Forecasts Figure 4-3 shows the aggregate reactive demands forecast by System Participants to be drawn from terminal station points of connection (usually stations lower voltage terminals) at the times of Victorian system maximum summer and winter active power demand. The higher levels of motorised cooling demand in summer are considered mainly responsible for the higher reactive demand in summer compared to winter. Calculation of power factors indicates little change over the forecast horizon, regardless of POE or season. FIGURE FORECAST OF REACTIVE DEMAND DRAWN FROM TERMINAL STATION LOW VOLTAGE BUSBARS AEMO TRANSMISSION SERVICES PAGE 62

64 5. Actual Demands vs. Previous Forecasts 5.1 Summer AEMO assessed the temperature conditions at time of Victorian maximum demand during the 2009/10 year. The highest summer half-hourly native demand of 10,253 MW occurred at 4:00pm on 11 January On this day, Melbourne s overnight minimum temperature was 19.1 C and the daily maximum temperature was 43.1 C, giving an average temperature of 31.1 C. This Native Demand figure includes: Demand met by generated scheduled by AEMO; Significant non-scheduled generation. This includes the two largest hydro generators and all the wind farms in Victoria. An estimation of demand that would have occurred, in the absence of high prices and supply constraints. This includes load shedding and Demand Side Participation (DSP), and accounts for 135 MW out of the 10,253 noted above. At the time of this year s maximum demand, the most recent TSDF was the 2009 report, which covered the period from 2009/10 to 2018/19. For each location, Figure 5-1 and Figure 5-2 compare the unadjusted maximum actual demand against the forecast demand for summer 2009/ Winter AEMO has assessed the temperature conditions for the 2009 winter maximum demand, recorded as 8,156 MW for the half hour ending 6:00 pm on 10 June No load shedding or DSP was present at this time. On this day, Melbourne s minimum temperature was 5.7 C and the maximum temperature was 12.5 C, providing a daily average temperature of 9.1 C. For each location, Figure 5-3 and Figure 5-4 compare the unadjusted maximum actual demand against the forecast demand for winter AEMO TRANSMISSION SERVICES PAGE 63

65 FIGURE 5-1 SUMMER ACTUAL DEMAND BY LOCATION VS FORECAST AEMO TRANSMISSION SERVICES PAGE 64

66 FIGURE 5-2 SUMMER REACTIVE ACTUAL DEMAND BY LOCATION VS FORECAST AEMO TRANSMISSION SERVICES PAGE 65

67 FIGURE 5-3- WINTER ACTUAL DEMAND BY LOCATION, VS FORECAST AEMO TRANSMISSION SERVICES PAGE 66

68 FIGURE 5-4 WINTER ACTUAL REACTIVE DEMAND BY LOCATION, VS FORECAST AEMO TRANSMISSION SERVICES PAGE 67

UPDATE ELECTRICITY STATEMENT OF OPPORTUNITIES FOR THE NATIONAL ELECTRICITY MARKET

UPDATE ELECTRICITY STATEMENT OF OPPORTUNITIES FOR THE NATIONAL ELECTRICITY MARKET UPDATE ELECTRICITY STATEMENT OF OPPORTUNITIES FOR THE NATIONAL ELECTRICITY MARKET Published: 26 October 2015 ELECTRICITY STATEMENT OF OPPORTUNITIES IMPORTANT NOTICE Purpose AEMO publishes the Electricity

More information

NATIONAL ELECTRICITY FORECASTING REPORT UPDATE FOR THE NATIONAL ELECTRICITY MARKET

NATIONAL ELECTRICITY FORECASTING REPORT UPDATE FOR THE NATIONAL ELECTRICITY MARKET NATIONAL ELECTRICITY FORECASTING REPORT UPDATE FOR THE NATIONAL ELECTRICITY MARKET Published: December 2014 IMPORTANT NOTICE Purpose The purpose of this publication is to report on the accuracy of the

More information

FORECAST ACCURACY REPORT 2017 FOR THE 2016 NATIONAL ELECTRICITY FORECASTING REPORT

FORECAST ACCURACY REPORT 2017 FOR THE 2016 NATIONAL ELECTRICITY FORECASTING REPORT FORECAST ACCURACY REPORT 2017 FOR THE 2016 NATIONAL ELECTRICITY FORECASTING REPORT Published: November 2017 Purpose The National Electricity Rules (Rules) require AEMO to report to the Reliability Panel

More information

February Industry Communique

February Industry Communique February 2019 Industry Communique Important notice PURPOSE This communique is to inform on the planned outages required in the North-West Victorian and South-West New South Wales transmission network and

More information

POWER SYSTEM OPERATING PROCEDURE LOAD FORECASTING

POWER SYSTEM OPERATING PROCEDURE LOAD FORECASTING POWER SYSTEM OPERATING PROCEDURE LOAD FORECASTING PREPARED BY: PROCEDURE TYPE: DOCUMENT REFERENCE: FINAL APPROVER: Systems Capability System Operating Procedure SO_OP_3710 Mark Stedwell DOC. VERSION: 19

More information

POWER SYSTEM OPERATING PROCEDURE LOAD FORECASTING

POWER SYSTEM OPERATING PROCEDURE LOAD FORECASTING POWER SYSTEM OPERATING PROCEDURE LOAD FORECASTING PREPARED BY: PROCEDURE TYPE: DOCUMENT REFERENCE: FINAL APPROVER: Systems Capability System Operating Procedure SO_OP_3710 Christian Schaefer DOC. VERSION:

More information

SCHEDULING ERROR 3 AND 4 JULY 2011

SCHEDULING ERROR 3 AND 4 JULY 2011 PREPARED BY: Electricity Market Performance DATE: 30 November 2011 FINAL Disclaimer Purpose This report has been prepared by the Australian Energy Market Operator Limited (AEMO) for the purpose of detailing

More information

SOUTH AUSTRALIAN WIND STUDY REPORT SOUTH AUSTRALIAN ADVISORY FUNCTIONS

SOUTH AUSTRALIAN WIND STUDY REPORT SOUTH AUSTRALIAN ADVISORY FUNCTIONS SOUTH AUSTRALIAN WIND STUDY REPORT SOUTH AUSTRALIAN ADVISORY FUNCTIONS Published: October 2015 IMPORTANT NOTICE Purpose The purpose of this publication is to provide information about wind generation in

More information

peak half-hourly New South Wales

peak half-hourly New South Wales Forecasting long-term peak half-hourly electricity demand for New South Wales Dr Shu Fan B.S., M.S., Ph.D. Professor Rob J Hyndman B.Sc. (Hons), Ph.D., A.Stat. Business & Economic Forecasting Unit Report

More information

peak half-hourly Tasmania

peak half-hourly Tasmania Forecasting long-term peak half-hourly electricity demand for Tasmania Dr Shu Fan B.S., M.S., Ph.D. Professor Rob J Hyndman B.Sc. (Hons), Ph.D., A.Stat. Business & Economic Forecasting Unit Report for

More information

The Use of EDD for Weather Normalisation

The Use of EDD for Weather Normalisation The Use of EDD for Weather Normalisation January 2014 Core Energy Group 2014 January 2014 i Disclaimer Disclaimer This document has been prepared by Core Energy Group Pty Limited, A.C.N. 110 347 085, holder

More information

CHAPTER 5 - QUEENSLAND FORECASTS

CHAPTER 5 - QUEENSLAND FORECASTS CHAPTER 5 - QUEENSLAND FORECASTS Summary This chapter presents information about annual energy, maximum demand (summer and winter), and nonscheduled generation for the Queensland region. It also includes

More information

November For the National Electricity Market

November For the National Electricity Market November 2018 For the National Electricity Market PURPOSE AEMO has prepared this document to provide information about voltage and transient stability limits for flows to and from Victoria, as at the date

More information

Energy and demand projections

Energy and demand projections Chapter 2: Energy and demand projections 2.1 Overview 2.2 Customer consultation 2.3 Demand forecast outlook 2.4 Zone forecasts 2.5 Daily and annual load profiles 2 Energy and demand projections Key highlights

More information

August A report for the National Electricity Market

August A report for the National Electricity Market August 2018 A report for the National Electricity Market PURPOSE This publication has been prepared by AEMO to provide information about constraint equation performance and related issues, as at the date

More information

Demand Forecasting Models

Demand Forecasting Models E 2017 PSE Integrated Resource Plan Demand Forecasting Models This appendix describes the econometric models used in creating the demand forecasts for PSE s 2017 IRP analysis. Contents 1. ELECTRIC BILLED

More information

MONTHLY CONSTRAINT REPORT - JULY 2017

MONTHLY CONSTRAINT REPORT - JULY 2017 MONTHLY CONSTRAINT REPORT - JULY 2017 FOR THE NATIONAL ELECTRICITY MARKET PUBLISHED AUGUST 2017 IMPORTANT NOTICE IMPORTANT NOTICE Purpose AEMO has prepared this document to provide information about constraint

More information

MONTHLY CONSTRAINT REPORT - AUGUST 2017

MONTHLY CONSTRAINT REPORT - AUGUST 2017 MONTHLY CONSTRAINT REPORT - AUGUST 2017 FOR THE NATIONAL ELECTRICITY MARKET PUBLISHED SEPTEMBER 2017 IMPORTANT NOTICE IMPORTANT NOTICE Purpose AEMO has prepared this document to provide information about

More information

Activation of unscheduled reserves for Victoria and South Australia 19 January 2018 May 2018

Activation of unscheduled reserves for Victoria and South Australia 19 January 2018 May 2018 Activation of unscheduled reserves for Victoria and South Australia 19 January 2018 May 2018 Event report for the National Electricity Market Annexure B of Summer 2017-18 operations review Important notice

More information

MEDIUM TERM PASA PROCESS DESCRIPTION

MEDIUM TERM PASA PROCESS DESCRIPTION MEDIUM TERM PASA PROCESS DESCRIPTION PREPARED BY: Systems Capability DOCUMENT REF: 42 VERSION: 3.0 DATE: 30 May 2013 FINAL Australian Energy Market Operator Ltd ABN 94 072 010 327 www.aemo.com.au inlo@oemo.com.au

More information

2017 Settlement Calendar for ASX Cash Market Products ASX SETTLEMENT

2017 Settlement Calendar for ASX Cash Market Products ASX SETTLEMENT 2017 Settlement Calendar for ASX Cash Market Products ASX SETTLEMENT Settlement Calendar for ASX Cash Market Products 1 ASX Settlement Pty Limited (ASX Settlement) operates a trade date plus two Business

More information

Report on System-Level Estimation of Demand Response Program Impact

Report on System-Level Estimation of Demand Response Program Impact Report on System-Level Estimation of Demand Response Program Impact System & Resource Planning Department New York Independent System Operator April 2012 1 2 Introduction This report provides the details

More information

WIND INTEGRATION IN ELECTRICITY GRIDS WORK PACKAGE 3: SIMULATION USING HISTORICAL WIND DATA

WIND INTEGRATION IN ELECTRICITY GRIDS WORK PACKAGE 3: SIMULATION USING HISTORICAL WIND DATA WIND INTEGRATION IN ELECTRICITY GRIDS WORK PACKAGE 3: SIMULATION USING PREPARED BY: Strategy and Economics DATE: 18 January 2012 FINAL Australian Energy Market Operator Ltd ABN 94 072 010 327 www.aemo.com.au

More information

PREPARED DIRECT TESTIMONY OF GREGORY TEPLOW SOUTHERN CALIFORNIA GAS COMPANY AND SAN DIEGO GAS & ELECTRIC COMPANY

PREPARED DIRECT TESTIMONY OF GREGORY TEPLOW SOUTHERN CALIFORNIA GAS COMPANY AND SAN DIEGO GAS & ELECTRIC COMPANY Application No: A.1-0- Exhibit No.: Witness: Gregory Teplow Application of Southern California Gas Company (U 0 G) and San Diego Gas & Electric Company (U 0 G) for Authority to Revise their Natural Gas

More information

peak half-hourly South Australia

peak half-hourly South Australia Forecasting long-term peak half-hourly electricity demand for South Australia Dr Shu Fan B.S., M.S., Ph.D. Professor Rob J Hyndman B.Sc. (Hons), Ph.D., A.Stat. Business & Economic Forecasting Unit Report

More information

Published by ASX Settlement Pty Limited A.B.N Settlement Calendar for ASX Cash Market Products

Published by ASX Settlement Pty Limited A.B.N Settlement Calendar for ASX Cash Market Products Published by Pty Limited A.B.N. 49 008 504 532 2012 Calendar for Cash Market Products Calendar for Cash Market Products¹ Pty Limited ( ) operates a trade date plus three Business (T+3) settlement discipline

More information

Renewables and the Smart Grid. Trip Doggett President & CEO Electric Reliability Council of Texas

Renewables and the Smart Grid. Trip Doggett President & CEO Electric Reliability Council of Texas Renewables and the Smart Grid Trip Doggett President & CEO Electric Reliability Council of Texas North American Interconnected Grids The ERCOT Region is one of 3 North American grid interconnections. The

More information

PowerApps Optimal Power Flow Formulation

PowerApps Optimal Power Flow Formulation PowerApps Optimal Power Flow Formulation Page1 Table of Contents 1 OPF Problem Statement... 3 1.1 Vector u... 3 1.1.1 Costs Associated with Vector [u] for Economic Dispatch... 4 1.1.2 Costs Associated

More information

Defining Normal Weather for Energy and Peak Normalization

Defining Normal Weather for Energy and Peak Normalization Itron White Paper Energy Forecasting Defining Normal Weather for Energy and Peak Normalization J. Stuart McMenamin, Ph.D Managing Director, Itron Forecasting 2008, Itron Inc. All rights reserved. 1 Introduction

More information

Multivariate Regression Model Results

Multivariate Regression Model Results Updated: August, 0 Page of Multivariate Regression Model Results 4 5 6 7 8 This exhibit provides the results of the load model forecast discussed in Schedule. Included is the forecast of short term system

More information

APPENDIX 7.4 Capacity Value of Wind Resources

APPENDIX 7.4 Capacity Value of Wind Resources APPENDIX 7.4 Capacity Value of Wind Resources This page is intentionally left blank. Capacity Value of Wind Resources In analyzing wind resources, it is important to distinguish the difference between

More information

2019 Settlement Calendar for ASX Cash Market Products. ASX Settlement

2019 Settlement Calendar for ASX Cash Market Products. ASX Settlement 2019 Settlement Calendar for ASX Cash Market Products ASX Settlement Settlement Calendar for ASX Cash Market Products 1 ASX Settlement Pty Limited (ASX Settlement) operates a trade date plus two Business

More information

2013 WEATHER NORMALIZATION SURVEY. Industry Practices

2013 WEATHER NORMALIZATION SURVEY. Industry Practices 2013 WEATHER NORMALIZATION SURVEY Industry Practices FORECASTING SPECIALIZATION Weather Operational Forecasting Short-term Forecasting to support: System Operations and Energy Trading Hourly Load Financial/Budget

More information

The Dayton Power and Light Company Load Profiling Methodology Revised 7/1/2017

The Dayton Power and Light Company Load Profiling Methodology Revised 7/1/2017 The Dayton Power and Light Company Load Profiling Methodology Revised 7/1/2017 Overview of Methodology Dayton Power and Light (DP&L) load profiles will be used to estimate hourly loads for customers without

More information

Bringing Renewables to the Grid. John Dumas Director Wholesale Market Operations ERCOT

Bringing Renewables to the Grid. John Dumas Director Wholesale Market Operations ERCOT Bringing Renewables to the Grid John Dumas Director Wholesale Market Operations ERCOT 2011 Summer Seminar August 2, 2011 Quick Overview of ERCOT The ERCOT Market covers ~85% of Texas overall power usage

More information

High level review of transmission connection point forecasts: Victoria

High level review of transmission connection point forecasts: Victoria High level review of transmission connection point forecasts: Victoria A REPORT PREPARED FOR THE AUSTRALIAN ENERGY MARKET OPERATOR September 2014 Frontier Economics Pty. Ltd., Australia. i Frontier Economics

More information

Use of Normals in Load Forecasting at National Grid

Use of Normals in Load Forecasting at National Grid Use of Normals in Load Forecasting at National Grid Place your chosen image here. The four corners must just cover the arrow tips. For covers, the three pictures should be the same size and in a straight

More information

Short-Term Demand Forecasting Methodology for Scheduling and Dispatch

Short-Term Demand Forecasting Methodology for Scheduling and Dispatch Short-Term Demand Forecasting Methodology for Scheduling and Dispatch V1.0 March 2018 Table of Contents 1 Introduction... 3 2 Historical Jurisdictional Demand Data... 3 3 EMS Demand Forecast... 4 3.1 Manual

More information

For personal use only OZ MINERALS CARRAPATEENA COPPER GOLD PROJECT SOUTH AUSTRALIA 27 MARCH 2012

For personal use only OZ MINERALS CARRAPATEENA COPPER GOLD PROJECT SOUTH AUSTRALIA 27 MARCH 2012 OZ MINERALS CARRAPATEENA COPPER GOLD PROJECT SOUTH AUSTRALIA 27 MARCH 2012 WWW.OZMINERALS.COM DISCLAIMER This presentation has been prepared by OZ Minerals Limited ( OZ Minerals ) and consists of written

More information

FIVE MINUTE ELECTRICITY DEMAND FORECASTING: NEURAL NETWORK MODEL DOCUMENTATION

FIVE MINUTE ELECTRICITY DEMAND FORECASTING: NEURAL NETWORK MODEL DOCUMENTATION FIVE MINUTE ELECTRICITY DEMAND FORECASTING: NEURAL NETWORK MODEL PREPARED BY: PROCEDURE TYPE: DOCUMENT REFERENCE: FINAL APPROVER: Forecasting Forecasting Document SO_FD_01 Joe Spurio DOC. VERSION: 2 DATE:

More information

California Independent System Operator (CAISO) Challenges and Solutions

California Independent System Operator (CAISO) Challenges and Solutions California Independent System Operator (CAISO) Challenges and Solutions Presented by Brian Cummins Manager, Energy Management Systems - CAISO California ISO by the numbers 65,225 MW of power plant capacity

More information

ASX:TLM. Closing in on world-class copper-gold deposits Annual General Meeting, November 2011

ASX:TLM. Closing in on world-class copper-gold deposits Annual General Meeting, November 2011 ASX:TLM Closing in on world-class copper-gold deposits Annual General Meeting, November 2011 Disclaimer and Competent Person s Statements 2 Disclaimer This presentation is not a prospectus nor an offer

More information

Operations Report. Tag B. Short, Director South Region Operations. Entergy Regional State Committee (ERSC) February 14, 2018

Operations Report. Tag B. Short, Director South Region Operations. Entergy Regional State Committee (ERSC) February 14, 2018 Operations Report Tag B. Short, Director South Region Operations Entergy Regional State Committee (ERSC) February 14, 2018 1 Winter Operations Highlights South Region Max Gen Event Regional Dispatch Transfer

More information

For personal use only

For personal use only Ground-breaking exploration in one of Australia s last underexplored greenstone belts Corporate Presentation 29 November 2018 ASX: MZN Simon Lawson, Managing Director Page I 1 Disclaimer General Disclaimer

More information

System Impact Assessment Addendum #2 Greenfield & St. Clair Energy Centres

System Impact Assessment Addendum #2 Greenfield & St. Clair Energy Centres IESO_REP_0292 System Impact Assessment Addendum #2 Greenfield & St. lair Energy entres onnection Assessment & Approval Process Issue 3.0 Greenfield Energy entre AA I 2004-167 Applicant: Greenfield Energy

More information

NSP Electric - Minnesota Annual Report Peak Demand and Annual Electric Consumption Forecast

NSP Electric - Minnesota Annual Report Peak Demand and Annual Electric Consumption Forecast Page 1 of 5 7610.0320 - Forecast Methodology NSP Electric - Minnesota Annual Report Peak Demand and Annual Electric Consumption Forecast OVERALL METHODOLOGICAL FRAMEWORK Xcel Energy prepared its forecast

More information

RTO Winter Resource Adequacy Assessment Status Report

RTO Winter Resource Adequacy Assessment Status Report RTO Winter Resource Adequacy Assessment Status Report RAAS 03/31/2017 Background Analysis performed in response to Winter Season Resource Adequacy and Capacity Requirements problem statement. Per CP rules,

More information

AESO Load Forecast Application for Demand Side Participation. Eligibility Working Group September 26, 2017

AESO Load Forecast Application for Demand Side Participation. Eligibility Working Group September 26, 2017 AESO Load Forecast Application for Demand Side Participation Eligibility Working Group September 26, 2017 Load forecasting for the Capacity Market Demand Considerations Provide further information on forecasting

More information

RESERVE LEVEL DECLARATION GUIDELINES

RESERVE LEVEL DECLARATION GUIDELINES RESERVE LEVEL DECLARATION GUIDELINES PREPARED BY: AEMO Operations DOCUMENT REF: RLDG-V2.1-FINAL VERSION: 2.1 EFFECTIVE DATE: 12 December 2018 STATUS: FINAL Approved for distribution and use by: APPROVED

More information

Tesorillo Project Presentation Spain. June 2013

Tesorillo Project Presentation Spain. June 2013 Tesorillo Project Presentation Spain June 2013 Highlights Two contiguous license areas total 38,000ha (94,000 acres), Cadiz province, southern Spain License contains 1956 Almarchal-1, which flowed gas

More information

EMU NL Annual General Meeting

EMU NL Annual General Meeting EMU NL Annual General Meeting Big Targets in the Maricunga Gold Belt Encouraging Results Getting the job done 9 November 2017 Investment proposition EMU is an ASX listed company seeking to deliver tangible

More information

Alberto Troccoli, Head of Weather and Energy Research Unit, CSIRO, Australia ICCS 2013 Jamaica, 5 December 2013 (remotely, unfortunately)

Alberto Troccoli, Head of Weather and Energy Research Unit, CSIRO, Australia ICCS 2013 Jamaica, 5 December 2013 (remotely, unfortunately) 013 Alberto Troccoli, Head of Weather and Energy Research Unit, CSIRO, Australia ICCS 013 Jamaica, 5 December 013 (remotely, unfortunately) Historical and projected changes in World primary energy demand

More information

Temperature range Name Description Version XC7SET32GW 40 C to +125 C TSSOP5 plastic thin shrink small outline package; 5 leads; body width 1.

Temperature range Name Description Version XC7SET32GW 40 C to +125 C TSSOP5 plastic thin shrink small outline package; 5 leads; body width 1. Rev. 01 3 September 2009 Product data sheet 1. General description 2. Features 3. Ordering information is a high-speed Si-gate CMOS device. It provides a 2-input OR function. Symmetrical output impedance

More information

LOADS, CUSTOMERS AND REVENUE

LOADS, CUSTOMERS AND REVENUE EB-00-0 Exhibit K Tab Schedule Page of 0 0 LOADS, CUSTOMERS AND REVENUE The purpose of this evidence is to present the Company s load, customer and distribution revenue forecast for the test year. The

More information

Increasing Transmission Capacities with Dynamic Monitoring Systems

Increasing Transmission Capacities with Dynamic Monitoring Systems INL/MIS-11-22167 Increasing Transmission Capacities with Dynamic Monitoring Systems Kurt S. Myers Jake P. Gentle www.inl.gov March 22, 2012 Concurrent Cooling Background Project supported with funding

More information

ASX:TLM. Closing in on world-class copper-gold deposits Resources Rising Stars, September 2011

ASX:TLM. Closing in on world-class copper-gold deposits Resources Rising Stars, September 2011 ASX:TLM Closing in on world-class copper-gold deposits Resources Rising Stars, September 2011 Disclaimer and Competent Person s Statements 2 Disclaimer This presentation is not a prospectus nor an offer

More information

2013 FORECAST ACCURACY BENCHMARKING SURVEY AND ENERGY

2013 FORECAST ACCURACY BENCHMARKING SURVEY AND ENERGY 2013 FORECAST ACCURACY BENCHMARKING SURVEY AND ENERGY Itron Forecasting Brown Bag June 4, 2013 Please Remember» Phones are Muted: In order to help this session run smoothly, your phones are muted.» Full

More information

Ms. Cheryl Blundon Director Corporate Services & Board Secretary

Ms. Cheryl Blundon Director Corporate Services & Board Secretary Ai\I or newfoundland!abrader k hydro a nalcor energy company Hydro Place. 500 Columbus Drive. P.O. Box 12400. St. John's. NI. Canada Al 4K7 t. 709.737.1400 f. 709.737.1800 www.n1h.nl.ca May 13, 2015 The

More information

AN OVERVIEW OF THE PROCESSES AND METHODOLOGY USED BY THE SYSTEM OPERATOR TO PREPARE THE FORECAST OF DEMAND.

AN OVERVIEW OF THE PROCESSES AND METHODOLOGY USED BY THE SYSTEM OPERATOR TO PREPARE THE FORECAST OF DEMAND. GL-SD-204 LOAD FORECAST METHODOLOGY AND PROCESSES AN OVERVIEW OF THE PROCESSES AND METHODOLOGY USED BY THE SYSTEM OPERATOR TO PREPARE THE FORECAST OF Doc Reference: GL-SD-204 17/03/2016 Version Date Change

More information

2013 Weather Normalization Survey. Itron, Inc El Camino Real San Diego, CA

2013 Weather Normalization Survey. Itron, Inc El Camino Real San Diego, CA Itron, Inc. 11236 El Camino Real San Diego, CA 92130 2650 858 724 2620 March 2014 Weather normalization is the process of reconstructing historical energy consumption assuming that normal weather occurred

More information

Whitepaper. All Currency, One Wallet!

Whitepaper. All Currency, One Wallet! Whitepaper BitStupm All Currency, One Wallet! All Currency, One Wallet! TABLE OF CONTENTS: BitStupm 1. WHAT IS CRYPTOCURRENCY? 2. HISTORY OF CRYPTOCURRENCY. 3. STRENGTH OF CRYPTOCURRENCY. 4. WHAT IS BITS?

More information

Electrical Double Layer Energy Storage Capacitors Up to 3 V Operating Voltage

Electrical Double Layer Energy Storage Capacitors Up to 3 V Operating Voltage Electrical Double Layer Energy Storage Capacitors Up to 3 V Operating Voltage FEATURES Polarized energy storage capacitor with high capacity and energy density Rated voltage: 3.0 V Available in through-hole

More information

74HC2G16; 74HCT2G16. The 74HC2G16; 74HCT2G16 is a high-speed Si-gate CMOS device. The 74HC2G16; 74HCT2G16 provides two buffers.

74HC2G16; 74HCT2G16. The 74HC2G16; 74HCT2G16 is a high-speed Si-gate CMOS device. The 74HC2G16; 74HCT2G16 provides two buffers. Rev. 1 2 November 2015 Product data sheet 1. General description The is a high-speed Si-gate CMOS device. The provides two buffers. 2. Features and benefits 3. Ordering information Wide supply voltage

More information

$2.5 Million Resource Drilling Program Commences at Siberia Mining Centre

$2.5 Million Resource Drilling Program Commences at Siberia Mining Centre ASX ANNOUNCEMENT 14 June 2016 $2.5 Million Resource Drilling Program Commences at Siberia Mining Centre Eastern Goldfields Limited (ASX: EGS) (Eastern Goldfields or the Company) is pleased to announce

More information

2-input EXCLUSIVE-OR gate

2-input EXCLUSIVE-OR gate Rev. 01 7 September 2009 Product data sheet 1. General description 2. Features 3. Ordering information is a high-speed Si-gate CMOS device. It provides a 2-input EXCLUSIVE-OR function. Symmetrical output

More information

Wind Rules and Forecasting Project Update Market Issues Working Group 12/14/2007

Wind Rules and Forecasting Project Update Market Issues Working Group 12/14/2007 Wind Rules and Forecasting Project Update Market Issues Working Group 12/14/2007 Background Over the past 3 MIWG meetings, NYISO has discussed a methodology for forecasting wind generation in the NYCA

More information

BEFORE THE PUBLIC UTILITIES COMMISSION OF THE STATE OF COLORADO * * * *

BEFORE THE PUBLIC UTILITIES COMMISSION OF THE STATE OF COLORADO * * * * Exhibit No. 1 BEFORE THE PUBLIC UTILITIES COMMISSION OF THE STATE OF COLORADO * * * * IN THE MATTER OF THE APPLICATION OF PUBLIC SERVICE COMPANY OF COLORADO FOR APPROVAL OF ITS 0 ELECTRIC RESOURCE PLAN

More information

The 74AXP1G04 is a single inverting buffer.

The 74AXP1G04 is a single inverting buffer. Rev. 1 25 August 2014 Product data sheet 1. General description The is a single inverting buffer. Schmitt-trigger action at all inputs makes the circuit tolerant of slower input rise and fall times. This

More information

Aluminum Capacitors FEATURES APPLICATIONS PACKAGING

Aluminum Capacitors FEATURES APPLICATIONS PACKAGING Aluminum Capacitors FEATURES Load life: 2000 h at 105 C Extra low impedance, high ripple current Polarized SMD aluminum electrolytic capacitors, non solid electrolyte Material categorization: for definitions

More information

The North American Electric Reliability Corporation hereby submits Informational Filing of the North American Electric Reliability Corporation.

The North American Electric Reliability Corporation hereby submits Informational Filing of the North American Electric Reliability Corporation. !! January 19, 2016 VIA ELECTRONIC FILING Jim Crone Director, Energy Division Manitoba Innovation, Energy and Mines 1200-155 Carlton Street Winnipeg MB R3C 3H8 Re: North American Electric Reliability Corporation

More information

CAISO Participating Intermittent Resource Program for Wind Generation

CAISO Participating Intermittent Resource Program for Wind Generation CAISO Participating Intermittent Resource Program for Wind Generation Jim Blatchford CAISO Account Manager Agenda CAISO Market Concepts Wind Availability in California How State Supports Intermittent Resources

More information

2018 Annual Review of Availability Assessment Hours

2018 Annual Review of Availability Assessment Hours 2018 Annual Review of Availability Assessment Hours Amber Motley Manager, Short Term Forecasting Clyde Loutan Principal, Renewable Energy Integration Karl Meeusen Senior Advisor, Infrastructure & Regulatory

More information

HEF4028B. 1. General description. 2. Features. 3. Applications. 4. Ordering information. BCD to decimal decoder

HEF4028B. 1. General description. 2. Features. 3. Applications. 4. Ordering information. BCD to decimal decoder Rev. 06 25 November 2009 Product data sheet 1. General description 2. Features 3. Applications The is a 4-bit, a 4-bit BCO to octal decoder with active LOW enable or an 8-output (Y0 to Y7) inverting demultiplexer.

More information

REVISED UPDATED PREPARED DIRECT SAFETY ENHANCEMENT COST ALLOCATION TESTIMONY OF GARY LENART SAN DIEGO GAS & ELECTRIC COMPANY AND

REVISED UPDATED PREPARED DIRECT SAFETY ENHANCEMENT COST ALLOCATION TESTIMONY OF GARY LENART SAN DIEGO GAS & ELECTRIC COMPANY AND Application No: Exhibit No.: Witness: A.--00 ) In the Matter of the Application of San Diego Gas & ) Electric Company (U 0 G) and Southern California ) Gas Company (U 0 G) for Authority to Revise ) Their

More information

Information Document Calculation of Pool Price and Transmission Constraint Rebalancing Costs During a Constraint Event ID # R

Information Document Calculation of Pool Price and Transmission Constraint Rebalancing Costs During a Constraint Event ID # R Information Documents are not authoritative. Information Documents are for information purposes only and are intended to provide guidance. In the event of any discrepancy between an Information Document

More information

Surface Mount Multilayer Ceramic Chip Capacitors DSCC Qualified Type 05007

Surface Mount Multilayer Ceramic Chip Capacitors DSCC Qualified Type 05007 Surface Mount Multilayer Ceramic Chip Capacitors DSCC Qualified Type 05007 FEATURES US defense supply center approved Federal stock control number, Available CAGE CODE 2770A Available Case size 1206 Stable

More information

PN2907 / MMBT2907 PNP General-Purpose Transistor

PN2907 / MMBT2907 PNP General-Purpose Transistor PN2907 / MMBT2907 PNP General-Purpose Transistor Description This device is designed for use with general-purpose amplifiers and switches requiring collector currents to 500 ma. Sourced from process 63.

More information

PROJECT ECONOMIC ANALYSIS

PROJECT ECONOMIC ANALYSIS Electricity Transmission Expansion and Supply Improvement Project (RRP NEP 41155) PROJECT ECONOMIC ANALYSIS A. Overview 1. The economic analysis undertaken for the Electricity Transmission and Supply Improvement

More information

2006 IRP Technical Workshop Load Forecasting Tuesday, January 24, :00 am 3:30 pm (Pacific) Meeting Summary

2006 IRP Technical Workshop Load Forecasting Tuesday, January 24, :00 am 3:30 pm (Pacific) Meeting Summary 2006 IRP Technical Workshop Load Forecasting Tuesday, January 24, 2006 9:00 am 3:30 pm (Pacific) Meeting Summary Idaho Oregon Utah Teri Carlock (IPUC) Ming Peng (OPUC), Bill Wordley (OPUC) Abdinasir Abdulle

More information

SN54HC682, SN74HC682 8-BIT MAGNITUDE COMPARATORS

SN54HC682, SN74HC682 8-BIT MAGNITUDE COMPARATORS SCLS0C MARCH 9 REVISED MAY 99 Compare Two -Bit Words 00-kΩ Pullup Resistors Are on the Q Inputs Package Options Include Plastic Small-Outline (DW) and Ceramic Flat (W) Packages, Ceramic Chip Carriers (FK),

More information

RD1 - Page 469 of 578

RD1 - Page 469 of 578 DOCKET NO. 45524 APPLICATION OF SOUTHWESTERN PUBLIC SERVICE COMPANY FOR AUTHORITY TO CHANGE RATES PUBLIC UTILITY COMMISSION OF TEXAS DIRECT TESTIMONY of JANNELL E. MARKS on behalf of SOUTHWESTERN PUBLIC

More information

Draft Wholesale Power Price Forecasts

Draft Wholesale Power Price Forecasts Sixth & Electric Power Plan Draft Wholesale Power Price Forecasts Maury Galbraith Generating Resource Advisory Committee Meeting Portland, OR December 18, 28 Outline 1. Overall Perspective: Major AURORA

More information

MONTHLY CONSTRAINT REPORT - APRIL 2017

MONTHLY CONSTRAINT REPORT - APRIL 2017 MONTHLY CONSTRAINT REPORT - APRIL 2017 FOR THE NATIONAL ELECTRICITY MARKET PUBLISHED MAY 2017 IMPORTANT NOTICE IMPORTANT NOTICE Purpose AEMO has prepared this document to provide information about constraint

More information

Design of a Weather-Normalization Forecasting Model

Design of a Weather-Normalization Forecasting Model Design of a Weather-Normalization Forecasting Model Final Briefing 09 May 2014 Sponsor: Northern Virginia Electric Cooperative Abram Gross Jedidiah Shirey Yafeng Peng OR-699 Agenda Background Problem Statement

More information

Alectra Utilities List of Station Capacity

Alectra Utilities List of Station Capacity lectra Utilities List of Station Capacity s per Distribution System Code this list represents the llocated Capacity on stations owned by lectra Utilities (formerly PowerStream) as of July 1st, 2018. llocated

More information

MINNESOTA DEPARTMENT OF TRANSPORTATION Engineering Services Division Technical Memorandum No MAT-02 October 7, 2014

MINNESOTA DEPARTMENT OF TRANSPORTATION Engineering Services Division Technical Memorandum No MAT-02 October 7, 2014 MINNESOTA DEPARTMENT OF TRANSPORTATION Engineering Services Division Technical Memorandum No. 14-10-MAT-02 To: From: Subject: Electronic Distribution Recipients Jon M. Chiglo, P.E. Division Director, Engineering

More information

ASPHALT PAVING WEATHER RESTRICTIONS - REQUESTS November 19, 2015

ASPHALT PAVING WEATHER RESTRICTIONS - REQUESTS November 19, 2015 1 ASPHALT PAVING WEATHER RESTRICTIONS - REQUESTS November 19, 2015 Committed to: - Safe, Smooth, Sustainable, Long Lasting Pavements! PA Asphalt Pavement Association - Charles Goodhart, Executive Director

More information

MMBD1201 / MMBD1202 / MMBD1203 / MMBD1204 / MMBD1205 Small Signal Diodes

MMBD1201 / MMBD1202 / MMBD1203 / MMBD1204 / MMBD1205 Small Signal Diodes MMBD0 / MMBD0 / MMBD0 / MMBD04 / MMBD05 Small Signal Diodes Ordering Information SOT- Part Number Top Mark Package Packing Method MMBD0 4 SOT- L Tape and Reel MMBD0 5 SOT- L Tape and Reel MMBD0 6 SOT-

More information

An ASX listed Perth-based gold explorer focused on Ghana in West Africa

An ASX listed Perth-based gold explorer focused on Ghana in West Africa An ASX listed Perth-based gold explorer focused on Ghana in West Africa Africa Down Under Conference August 2012 www.vikingashanti.com Disclaimer and Competent Person s Statement This presentation has

More information

TRANSMISSION BUSINESS LOAD FORECAST AND METHODOLOGY

TRANSMISSION BUSINESS LOAD FORECAST AND METHODOLOGY Filed: September, 00 EB-00-00 Tab Schedule Page of 0 TRANSMISSION BUSINESS LOAD FORECAST AND METHODOLOGY.0 INTRODUCTION 0 This exhibit discusses Hydro One Networks transmission system load forecast and

More information

74HC1GU04GV. 1. General description. 2. Features. 3. Ordering information. Marking. 5. Functional diagram. Inverter

74HC1GU04GV. 1. General description. 2. Features. 3. Ordering information. Marking. 5. Functional diagram. Inverter Rev. 5 1 July 27 Product data sheet 1. General description 2. Features 3. Ordering information The is a high-speed Si-gate CMOS device. It provides an inverting single stage function. The standard output

More information

SHORT TERM LOAD FORECASTING

SHORT TERM LOAD FORECASTING Indian Institute of Technology Kanpur (IITK) and Indian Energy Exchange (IEX) are delighted to announce Training Program on "Power Procurement Strategy and Power Exchanges" 28-30 July, 2014 SHORT TERM

More information

Effect of wind generation on dispatch INVESTIGATION 2

Effect of wind generation on dispatch INVESTIGATION 2 Effect of wind generation on dispatch INVESTIGATION 2 WIND GENERATION INVESTIGATION PROJECT MAY 2007 NOTICE COPYRIGHT 2007 TRANSPOWER New Zealand LIMITED ALL RIGHTS RESERVED The information contained in

More information

International Studies about the Grid Integration of Wind Generation

International Studies about the Grid Integration of Wind Generation International Studies about the Grid Integration of Wind Generation Dr.-Ing. Markus Pöller/DIgSILENT GmbH Internation Studies About Grid Integration of Wind Generation Grid Integration of Wind Generationin

More information

Outage Coordination and Business Practices

Outage Coordination and Business Practices Outage Coordination and Business Practices 1 2007 Objectives What drove the need for developing a planning/coordination process. Why outage planning/coordination is crucial and important. Determining what

More information

Maximising Gold Resources in Senegal

Maximising Gold Resources in Senegal ASX: BSR Maximising Gold Resources in Senegal Senegal International Mining Conference, Dakar 6-8 Disclaimer & Competent Persons Statement This presentation has been prepared by Bassari Resources Limited

More information

74HC1G02; 74HCT1G02. The standard output currents are half those of the 74HC02 and 74HCT02.

74HC1G02; 74HCT1G02. The standard output currents are half those of the 74HC02 and 74HCT02. Rev. 04 11 July 2007 Product data sheet 1. General description 2. Features 3. Ordering information 74HC1G02 and 74HCT1G02 are high speed Si-gate CMOS devices. They provide a 2-input NOR function. The HC

More information

Ruggedized Electrical Double Layer Energy Storage Capacitors

Ruggedized Electrical Double Layer Energy Storage Capacitors Ruggedized Electrical Double Layer Energy Storage Capacitors FEATURES Polarized energy storage capacitor with high capacity and energy density Rated voltage: 2.7 V Available in through-hole (radial) version

More information

Low-power dual Schmitt trigger inverter

Low-power dual Schmitt trigger inverter Rev. 1 9 October 2014 Product data sheet 1. General description The is a dual inverter with Schmitt-trigger inputs. It transforms slowly changing input signals into sharply defined, jitter-free output

More information

SL Series 85 SMD Ecap

SL Series 85 SMD Ecap Features: Designed for surface mounting on high density PC board Supplied with carrier taping for automatic mounting machine Guarantees 2,000 hours at 85 C Specifications Item Operating Temperature Range

More information