Significant Electrification Assessment
January 15, 2020
B.K. Ketineni and Elena Melloni Purpose of the study To analyze - - PowerPoint PPT Presentation
Significant Electrification Assessment January 15, 2020 B.K. Ketineni and Elena Melloni Purpose of the study To analyze potential risks to the Western Interconnections reliability as electric load in the West transforms and grows through
January 15, 2020
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To analyze potential risks to the Western Interconnection’s reliability as electric load in the West transforms and grows through 2028.
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NREL provided the electrification forecast data by state in the U.S. Below is a sample of load data: There was no electrification forecast data for provinces in Canada, so it was assumed that British Columbia had the same load growth rate as Washington state and Alberta had the same rate as Montana.
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Hour Area 1 2028 Static Load (MW) Area 1 2028 Flexible Load (MW) Area 1 2028 Total Load (MW) 1 11052.57 88.11 11140.68 2 10835.82 78.96 10914.78 3 10758.95 61.69 10820.64 4 …
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Slow Technology Advancement Moderate Technology Advancement Rapid Technology Advancement Reference Customer Adoption Reference Adoption, Slow Technology Advancement Reference Adoption, Moderate Technology Advancement Reference Adoption, Rapid Technology Advancement Medium Customer Adoption Medium Adoption, Slow Technology Advancement Medium Adoption, Moderate Technology Advancement Medium Adoption, Rapid Technology Advancement High Customer Adoption High Adoption, Slow Technology Advancement High Adoption, Moderate Technology Advancement High Adoption, Rapid Technology Advancement
▪ System energy increased by 20%, when compared to the original ADS PCM case. ▪ System peak increased by 8%, when compared to the original ADS PCM case.
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200000 400000 600000 800000 1000000 1200000 High Slow Scenario ADS Ph2 v2.2
Energy (GWh) Scenarios
Total System Energy (GWh)
23500 24000 24500 25000 25500 26000 26500 27000 27500 High Slow Scenario ADS Ph2 v2.2
Peak Energy (MW) Scenarios
Total System Peak (MW)
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50 100 150 200 250 300 350 400
Unserved Energy (GWh) Sensitivity Cases
Total Unserved Energy (GWh)
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100,000 200,000 300,000 400,000
Conventional Hydro Energy Storage Steam - Coal Steam - Other Nuclear Combined Cycle Combustion Turbine IC Other DG/DR/EE Biomass RPS Geothermal Small Hydro RPS Solar Wind
Annual Generation (GWh) Generation Portfolio
Annual Generation by Category (GWh)
2028 HighSlow-With 0$ DER-EV 2028 HighSlow-With 200$ DER-EV
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Original ADS PCM Case Adjusted Electrification Scenario Case
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10 20 30 40 50 60 70
Percent of the Year Transmission Paths
Path Utilization for High Customer Adoption and Slow Technology Advancement Scenario
U75 U90 U99
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17929 17373 16366 195 201 2057 2000 4000 6000 8000 10000 12000 14000 16000 18000 20000 HighSlow - 200$ DER EV HighSlow - 100$-DER EV HighSlow - 75.09$ DER EV High Slow- 0$ -DER EV High slow_no DER EV Ph2ADS v2.0
Total System Spillage (GWh)
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increased power electronic drives and loads in commercial buildings
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(a) Base (b) Commercial EE (c) Commercial EE + EVC
load tripped in the base scenario, 6.12 MW of load tripped in the CEE scenario, and 6.52 MW of load tripped in the CEE and 20% EV increase scenario
the three scenarios.
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59.84 59.86 59.88 59.9 59.92 59.94 59.96 59.98 60 60.02 5 10 15 20 25 30 35
Frequency (Hz) Time (s)
Frequency Response during the DPV outage on a 500kV bus
Original ADS Base Scenario CEE Scenario 20% EV Scenario
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