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DRMEC Spring 2016 Load Impacts Evaluation Workshop San Francisco, California May 10, 2016 2015 SDG&E Summer Saver Load Impact Evaluation
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Agenda 2 Summer Saver program overview Ex post methodology Ex post results Ex ante methodology Enrollment forecast Ex ante results Ex post results for subgroups
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Summer Saver Program Overview 3 Day-of demand response program offered by SDG&E to residential and small commercial customers Based on central air conditioning (CAC) load control, using direct load control (switches with 1-way paging communication) Events may be called on any non-holiday from May-October and run between 2 to 4 hours No more than three event days per week Participants have a choice of cycling strategy: Participation is incented with an annual bill credit based on cycling strategy and tonnage of enrolled CAC unit(s) Residential - $11.50 per ton for 50% cycling, $30 per ton for 100% cycling Commercial - $ 9 per ton for 30% cycling, $15 per ton for 50% cycling Customer TypeCycling Strategy% of CACs Enrolled Residential 50%57% 100%43% Commercial 30%24% 50%76%
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Ex Post Methodology 4 Nexant estimated reference loads using a randomized control trial (RCT) for the residential segment, and a matched control group for the small commercial segment Ex post impacts were estimated for each hour of each event by taking the difference between the same-day adjusted average control group load and the average observed treatment group load Same day adjustment is based on the ration of usage between the treatment and control groups for the hour prior to the event start Hourly impact estimates for the residential and nonresidential Summer Saver population were calculated by taking a weighted average of the impact estimates for each cycling option, with weights determined by the number of tons enrolled on each cycling option.
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Ex Post Results 5 15 Summer Saver events called in 2015 Date Day of Week Start Time End Time 8/13/2015Thursday3:00 PM7:00 PM 8/14/2015Friday4:00 PM8:00 PM 8/16/2015Sunday3:00 PM7:00 PM 8/26/2015Wednesday4:00 PM8:00 PM 8/27/2015Thursday3:00 PM7:00 PM 8/28/2015Friday3:00 PM7:00 PM 9/9/2015Wednesday3:00 PM7:00 PM 9/10/2015Thursday3:00 PM7:00 PM 9/11/2015Friday3:00 PM7:00 PM 9/20/2015*Sunday2:00 PM4:00 PM 9/24/2015Thursday2:00 PM6:00 PM 9/25/2015Friday2:00 PM6:00 PM 10/9/2015Friday3:00 PM7:00 PM 10/10/2015Saturday3:00 PM7:00 PM 10/13/2015Tuesday4:00 PM8:00 PM * Emergency event called from 1:35 PM to 3:35 PM 2015 was the first year since 2012 that weekend events were called Residential impacts: Aggregate load impacts ranged from 7.6 MW to 17.8 MW On average, weekend load impacts were almost 10% higher than weekday impacts Small commercial impacts: Aggregate load impacts ranged from 0.4 MW to 2.5 MW Hours of Availability Hours of Actual Use # of Available Dispatches* # of Actual Dispatches 605815
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Ex Post Results – Residential 6 DateEvent Time Impact Mean17 (°F) Per CAC Unit (kW) Aggregate (MW) 8/13/2015 3 to 7 PM 0.4210.578 8/14/2015 4 to 8 PM 0.369.079 8/16/2015 3 to 7 PM 0.7017.882 8/26/2015 4 to 8 PM 0.359.080 8/27/2015 3 to 7 PM 0.5413.782 8/28/2015 3 to 7 PM 0.5914.984 9/9/2015 3 to 7 PM 0.6817.288 9/10/2015 3 to 7 PM 0.4511.486 9/11/2015 3 to 7 PM 0.5113.084 9/20/2015* 2 to 4 PM 0.348.784 9/24/2015 2 to 6 PM 0.4812.278 9/25/2015 2 to 6 PM 0.4010.179 10/9/2015 3 to 7 PM 0.4310.881 10/10/2015 3 to 7 PM 0.4511.488 10/13/2015 4 to 8 PM 0.307.682 Average** 3 to 7 PM 0.5313.383 *Reflects the emergency event called from 1:35 PM to 3:35 PM **Reflects the average 4-hour weekday event from 3PM to 7 PM
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Ex Post Results – Nonresidential 7 DateEvent Time Impact Mean17 (°F) Per CAC Unit (kW) Aggregate (MW) 8/13/2015 3 to 7 PM 0.121.3 77 8/14/2015 4 to 8 PM 0.080.8 78 8/16/2015 3 to 7 PM 0.121.3 80 8/26/2015 4 to 8 PM 0.091.0 79 8/27/2015 3 to 7 PM 0.121.3 80 8/28/2015 3 to 7 PM 0.101.1 83 9/9/2015 3 to 7 PM 0.111.2 87 9/10/2015 3 to 7 PM 0.151.7 85 9/11/2015 3 to 7 PM 0.141.6 83 9/20/2015* 2 to 4 PM 0.060.6 83 9/24/2015 2 to 6 PM 0.232.5 77 9/25/2015 2 to 6 PM 0.202.1 78 10/9/2015 3 to 7 PM 0.141.6 80 10/10/2015 3 to 7 PM 0.151.6 87 10/13/2015 4 to 8 PM 0.040.4 81 Average** 3 to 7 PM 0.131.482 *Reflects the emergency event called from 1:35 PM to 3:35 PM **Reflects the average 4-hour weekday event from 3PM to 7 PM
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Ex Post Results – Utility and System Peak Days 8 SDG&E Peak: 9/9/2015 at 3:43 PM CAISO Peak: 9/10/2015 at 4:43 PM Event Date Hour Ending Load Impact (MW) ResidentialNonresidential 9/9/2015 1614.52.13 1718.31.42 1817.71.19 1918.4-0.07 Event Date Hour Ending Load Impact (MW) ResidentialNonresidential 9/10/2015 1610.32.73 1713.32.33 1811.71.12 1910.30.44 SDG&E peak corresponds to the HE 16 period on the 9/9/2015 event CAISO peak corresponds to the HE 17 period on the 9/10/2015 event
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Ex Ante Methodology 9 Average Ex Post Load Impacts and Ex Ante Predictions from 3 to 5 PM for Residential 100% Cycling Participants
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Enrollment Forecast 10 Source Nonresidential 30%50% TonsCustomersDevicesTonsCustomersDevices 2015 Analysis Dataset 12,6001,1383,25429,8863,5307,563 2015 SDG&E Forecast 12,544.51,1343,24329,866.73,5407,791 Source Residential 50%100% TonsCustomersDevicesTonsCustomersDevices 2015 Analysis Dataset 51,186.712,51013,94041,569.89,25511,388 2015 SDG&E Forecast 51,54712,59814,70240,741.39,07311,210 Very little difference between ex ante and SDG&E program forecasts SDG&E enrollment forecast is flat from 2015 – 2026
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Ex Ante Results – August Monthly Peak under SDG&E 1-in-2 Weather Conditions 11 Customer TypeYear Per Premise Impact (kW) Enrollment Aggregate Impact (MW) Residential 20170.4821,67110.5 20260.4821,67110.5 Nonresidential 20170.654,6743.0 20260.654,6743.0 Same estimates for 2017 and 2026 by customer type because SDG&E enrollment forecast is flat from 2015 – 2026
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Ex Ante Results – Compare August 2017 1-in-2 Ex Ante Forecast to 2015 Ex Post 12 Customer Type Estimate Type Date Per Premise Impact (kW) Aggregate Impact (MW) Mean17 Residential Ex Post 9/24/2015 (2-6 PM) 0.5812.278 Ex Ante August 2017 (2-6 PM) 0.5010.975 Nonresidential Ex Post 9/24/2015 (2-6 PM) 0.542.4577 Ex Ante August 2017 (2-6 PM) 0.643.075
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Ex Ante Results – Comparison of 2015 to 2014 13 Analysis Year Customer Type Forecast Year Per Premise Impact (kW) Enrollment Aggregate Impact (MW) 2014 Residential 2017.4823,02611.2 Nonresidential.664,7893.15 2015 Residential 2017 0.4821,67110.5 Nonresidential0.654,6743.0 Differences in estimated impacts arise because: Residential forecasted enrollment was larger in 2014 Nonresidential per premise impact slightly larger in 2014 and the forecasted enrollment was larger
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Contact Us Candice Churchwell Senior Consultant, Utility Services CChurchwell@nexant.com CChurchwell@nexant.com (415) 369-1194
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Ex Post Results by Program Subgroups 15 Date Per CAC (kW)Aggregate (MW) Cycling Option ResidentialCommercialResidentialCommercial 10050 3010050 30 8/13/20150.520.340.110.135.884.750.830.44 8/14/20150.430.290.080.074.934.020.620.23 8/16/20150.880.550.150.0610.027.701.110.19 8/26/20150.390.320.060.154.414.480.48 8/27/20150.540.530.150.066.197.441.140.20 8/28/20150.730.470.080.168.336.580.610.52 9/9/20150.770.610.120.088.748.450.910.25 9/10/20150.620.310.200.047.034.371.490.15 9/11/20150.520.510.140.155.877.081.080.48 9/20/20150.520.210.060.045.882.880.480.13 9/24/20150.450.510.220.235.097.141.700.76 9/25/20150.570.260.190.216.513.671.460.67 10/9/20150.390.460.140.164.416.431.040.52 10/10/20150.640.290.170.097.304.101.290.29 10/13/20150.260.330.010.103.024.580.070.32 Average*0.580.460.130.116.646.451.010.37 *Reflects the average weekday 3-7 PM 2015 Summer Saver event
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