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Non-combustion electric supply more than 36% of total in fourth week of 2022

2022 week 04 US electric power supply review . . . non-combustion sources down more than 2% compared to previous week.


Electric Power Supply Review
U.S. contiguous 48 States
January 22-28, 2022


 

Photo by Marco Bicca on Unsplash near Duvall, Washington
February 17, 2021.


 

Quick summary

all non-combustion

  • wind, solar, nuclear and hydroelectric combined supplied 36.33% of total electric power generated.

solar electric

  • 2.05% of total electric energy generated in the period.

windpower

  • 8.72% of total electric energy generated in the period.

 


Note: data source for all charts is the U.S. Energy Information Administration (EIA) Hourly Electric Grid Monitor. See APPENDIX for explanation of data quality.


 
 

U.S. electric power supply: contiguous 48 States
January 22-28, 2022

Natural gas and coal combustion contributed the largest share of electric generation for the January 22-28, 2022 period. Nuclear power produced slightly less than one-fifth of the total. Windpower supplied more than four times the electric output of solar.

Total electric energy generated
84,420,525 MegaWatthours (MWH)

Non-combustion energy sources
36.33% of total
(wind, solar, nuclear and hydroelectric)

Total electric generation from combustion and non-combustion energy sources: January 22 -28, 2022. Linecurrents.live chart, U.S. Energy Information Administration (EIA) Hourly Electric Grid Monitor data.

 

 

Hourly electric generation to meet consumers consumption demand reveals the morning consumption peak was higher than the evening peak. Nuclear generation output remained nearly constant for the period. Grid operators adjusted coal and natural gas generation to follow peaks and valleys of consumers demand, and to adjust for variable wind turbine and solar array output.

 

 

Daily totals of non-combustion electric energy sources were varied only slightly during the period.

 
 

Solar electric

The largest U.S. solar electric sources are in Texas (Central time zone) and California (Pacific time zone).

Hourly data from each region outside of the Eastern Time Zone is adjusted to Eastern. The largest solar producing region is California, where 12:00 noon Pacific Time is 3:00 PM Eastern. Texas is the second-highest solar electric producer, where 12:00 noon Central Time is 1:00 PM Eastern. Charts are affected by use of Eastern time base, with solar energy shifted to the right.

U.S. contiguous 48 States hourly electric generation from solar energy January 22-28, 2022. Linecurrents.live chart, U.S. EIA Hourly Electric Grid Monitor data.

 

California region produced the most solar electric energy for the 7-day period

U.S. contiguous 48 States solar electric energy regional comparison January 22-28, 2022. Linecurrents.live chart, U.S. EIA Hourly Electrtic Grid Monitor data

 
 

Windpower

Maximum hourly windpower outputs occurred in late evenings and overnight, complementing daytime solar. January 24 showed the best all-day performance.

U.S. contiguous 48 States hourly electric generation from wind energy: January 22-28, 2022. Linecurrents.live chart, U.S. EIA Hourly Electric Grid Monitor data.

 

Midwest region produced the most windpower for the 7-day period.

U.S. contiguous 48 States windpower regional comparison January 22-28, 2022. Linecurrents.live chart, U.S. EIA Hourly Electric Grid Monitor data

 

Regional windpower

United States regions defined by U.S. Energy Information Administration (EIA). Southeast lacks significant windpower generation and is not included in this regional analysis. Map adapted from U.S. EIA Hourly Electric Grid Monitor . . . colors and region labels added by Linecurrents.live.

 

 

Hourly windpower for January 22-28, 2022 is shown in regional charts. Times are local. Northwest, Southwest and Mid-Atlantic regions span two time zones

 

 
 

January 22-28 regional
windpower highlights

Most consistent
Northwest except January 26

Most underperforming
California

Most reliable 24-hour pattern
None

 
 

Hourly electric supply:
non-combustion vs. total all sources

 

Morning and evening peaks, afternoon and overnight valleys. Electric power generation in the followed this regular pattern in the U.S 48 contiguous States . . . January 22-28, 2022. Local utility and regional power pool organizations adjust combustion and hydroelectric power output to match consumers’ demand, and to compensate for varying wind and solar electric sources.

Charts show hourly totals of the four non-combustion generating sources collected by U.S. EIA, and total of all electric energy sources including combustion and geothermal.

Solar electric supply ramps up after the morning consumption/generation peak demand, and is declining or offline during the evening peak.

 

The next section examines the hourly impact of removing all combustion electric supply from the U.S. contiguous 48 States’ three electric transmission grids, and increasing wind and solar electric generating capacity by a factor of seven. Results assume that new wind and solar electric plants are at existing sites, and perform the same as older units. Other new sites, including off-shore windpower, may produce daily or seasonal production patterns which differ from existing sites.

 

Daily electric supply if combustion sources are eliminated and wind/solar increased 7X

The following analysis illustrates scale-up of existing U.S. wind and solar electric generating capacity, and elimination of combustion generation sources. Nuclear and hydroelectric capacity now in service remain changed. Charts illustrate this scenario for each day January 22-28, 2022.

Total actual U.S. hourly generated electric energy supply is represented in the following charts by a gray line:

  • includes all electric generating sources: wind, solar, hydroelectric, nuclear, natural gas, coal, petroleum, geothermal..

  • is an estimate of U.S. electric consumers’ hourly consumption.

  • does not include electric energy imports or exports with Canada and Mexico via electric transmission lines.

Actual wind and solar hourly electric supply are shown as dashed green and yellow lines.

Arrows in the first 24-hour chart illustrate possible shifting of excess wind or solar stored in batteries or other systems to fill later shortages when consumer electric demand exceeds variable weather-dependent electric supply.

 
 

Appendix

data source

U.S. Energy Information Administration (EIA) Hourly Electric Grid Monitor is the source for data for this report. EIA provides this disclaimer:

Disclaimer: The information submitted by reporting entities is preliminary data and is made available "as-is" by EIA. Neither EIA nor reporting entities are responsible for reliance on the data for any specific use.

Factors which may affect future electric power transfers among U.S. regions

  1. inadequacy of existing transmission grid to move large amounts of electric power between regions.

  2. new transmission line construction delays due to right-of-way acquisition and State/local jurisdiction issues.

  3. States, Balancing Authorities and Regions priorities for use of potential excess variable wind/solar electric energy, such as:

    a) export electric energy to other Balancing Authorities or Regions.
    b) store electric energy, instead of export, for later consumption.
    c) consume electric energy immediately produced for electric transportation, water and indoor space heating, cold storage for air-conditioning, and other uses for which consumption may be controlled to synchronize with variable energy sources production.
    d) hydroelectric supply replacement due to Western U.S. drought.
    e) nuclear electric supply replacement due to plant closures.


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Strong performance for both wind and solar energy January 15, 18 & 19

2022 week 03 US electric power supply review . . . non-combustion sources supplied 38.96% of total electric energy generated.


Electric Power Supply Review
U.S. contiguous 48 States
January 15-21, 2022


 

Photo by Dan Meyers on Unsplash near The Dalles, Oregon. Published May 29, 2019. Windpower was most reliable and consistent in the northwest United States during the third week of 2022.


 

Quick summary

non-combustion

  • wind, solar, nuclear and hydroelectric combined supplied 38.96% of total electric power generated.

  • adding wind and solar energy capacity 7X existing would be adequate to supply consumer hourly consumption January 18-19 without battery storage or backup fossil fuel combustion generation.

solar electric

  • 1.74% of total electric energy generated in the period.

windpower

  • 11.04% of total electric energy generated in the period.

  • reduced output January 16-17, 20.

 

Note: see APPENDIX for discussion of EIA data sources and trans-grid electric power transfers.

 
 
 

U.S. hourly electric power supply - contiguous 48 States
January 15-21, 2022

Natural gas and coal combustion contributed the largest share of electric generation for the January 15-21, 2022 period. Nuclear power produced about one-fifth of the total. Windpower supplied more than five times the electric output of solar.

Total electric energy generated
82,845,172 MegaWatthours (MWH)

Non-combustion energy sources
38.96% of total
(wind, solar, nuclear and hydroelectric)

U.S. contiguous 48 States hourly electric generation from combustion and non-combustion energy sources: January 15-21, 2022. U.S. Energy Information Administration (EIA) Hourly Grid Monitor chart created from Linecurrents.live custom query. Times are Eastern zone.


Total electric generation from combustion and non-combustion energy sources: January 15 -21, 2022. Linecurrents.live chart, U.S. EIA data.

 
 

Solar electric

The largest U.S. solar electric sources are in Texas (Central time zone) and California (Pacific time zone). Daily solar production maximums are shifted in the chart due to chart times are Eastern zone.

  • maximum day
    January 18
    247,161 MWH

  • minimum day
    January 15
    150,777 MWH

  • 7-day total
    1,444,951 MWH

  • daily high-to-low
    variation: 39.00%

U.S. contiguous 48 States hourly electric generation from solar energy January 15-21, 2022. Times are Eastern zone. Linecurrents.live chart, U.S. EIA Hourly Grid Monitor data.

 
 

Windpower

Mid’-day January 10 and most hours January 12-13 were periods of reduced windpower generation. These wind slowdowns caused an increase in combustion electric generation - (see next two sections, below). No daily pattern of repeating daily highs and lows at regular times of day developed during the 7 days.

  • maximum day
    January 19
    1,728,567 MWH

  • minimum day
    January 16
    934,312 MWH

  • 7-day total
    9,142,183 MWH

  • daily high-to-low
    variation: 45.95%

U.S. contiguous 48 States hourly electric generation from wind energy: January 15-21, 2022. Times are Eastern zone. Linecurrents.live chart, U.S. EIA Hourly Grid Monitor data.

 
 

Regional windpower

United States regions defined by U.S. Energy Information Administration (EIA). Southeast lacks significant windpower generation and is not included in this regional analysis. Map adapted from U.S. EIA Hourly Electric Grid Monitor . . . colors and region labels added by Linecurrents.live.

 

 

Hourly windpower for January 15-21, 2022 is shown in regional charts. Chart times are local. Northwest, Southwest and Mid-Atlantic regions span two time zones

- - -

January 15-21 regional
windpower highlights

Most consistent
Northwest except January 19

Most underperforming
California

Most reliable daily cycle
None

 

 
 

 
 

The next section examines the hourly impact of removing all combustion electric supply from the U.S. contiguous 48 States’ three electric transmission grids, and increasing wind and solar electric generating capacity by a factor of seven. Results assume that new wind and solar electric plants are at existing sites, and perform the same as older units. Other new sites, such as off-shore windpower, may produce daily or seasonal production patterns which differ from existing sites.

 

Daily electric supply if combustion sources are eliminated and wind/solar increased 7X

The following analysis illustrates scale-up of existing U.S. wind and solar electric generating capacity, and elimination of combustion generation sources. Nuclear and hydroelectric capacity now in service remain changed. Charts illustrate this scenario for each day January 15-21, 2022.

Total actual U.S. hourly generated electric energy supply is represented in the following charts by a gray line:

  • includes all electric generating sources: wind, solar, hydroelectric, nuclear, natural gas, coal, petroleum and other.

  • is an estimate of U.S. electric consumers’ hourly consumption.

  • does not include electric energy imports or exports with Canada and Mexico via electric transmission lines.

Actual wind and solar hourly electric supply are shown as dashed green and yellow lines.

Arrows indicate when excess wind or solar stored in batteries or other systems could be released to fill gaps between consumer electric demand and variable weather-dependent supply. No arrows mean supply is adequate for the day, or storage capacity of 4-6 hours was exhausted in previous days.

Earlier charts of actual hourly wind and solar energy production show strong performance from both sources January 18-19. In the 7X wind and solar scenario, charts show these days to have more than adequate electric supply to replace current fossil-fuel generation without energy storage to fill energy supply shortages.

 
 
 

Appendix

data source

U.S. Energy Information Administration (EIA) Hourly Electric Grid Monitor is the source for data for this report. EIA provides this disclaimer:

Disclaimer: The information submitted by reporting entities is preliminary data and is made available "as-is" by EIA. Neither EIA nor reporting entities are responsible for reliance on the data for any specific use.

Factors which may affect future electric power transfers among U.S. regions

  1. inadequacy of existing transmission grid to move large amounts of electric power between regions.

  2. new transmission line construction delays due to right-of-way acquisition and State/local jurisdiction issues.

  3. States, Balancing Authorities and Regions priorities for use of potential excess variable wind/solar electric energy, such as:

    a) export electric energy to other Balancing Authorities or Regions.
    b) store electric energy, instead of export, for later consumption.
    c) consume electric energy immediately produced for electric transportation, water and indoor space heating, cold storage for air-conditioning, and other uses for which consumption may be controlled to synchronize with variable energy sources production.
    d) hydroelectric supply replacement due to Western U.S. drought.
    e) nuclear electric supply replacement due to plant closures.


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Windpower supplied more than 5X compared to solar in 2nd week 2022

Wind, solar, nuclear and hydroelectric combined supplied 40.26% of total electric power generated.


Electric Power Supply Review
Hourly & Daily
U.S. contiguous 48 States
January 8-14, 2022


 

Huerfano River Wind project near Walsenburg, Colorado. Photo by Jeffrey Beall - Own work, CC BY 4.0, https://commons.wikimedia.org/w/index.php?curid=60978884. Related: Colorado's Award-Winning Windpower Electric Co-ops


 

Quick summary

non-combustion

  • wind, solar, nuclear and hydroelectric combined supplied 40.26% of total electric power generated.

  • adding wind and solar energy capacity 7X existing would be adequate to supply consumer hourly consumption some days without battery storage or backup fossil fuel combustion generation.

solar electric

  • 1.99% of total electric energy generated in the period.

windpower

  • 10.82% of total electric energy generated in the period.

  • reduced output January 10, 12-13.

 

Note: see APPENDIX for discussion of EIA data sources and trans-grid electric power transfers.

 
 
 

U.S. hourly electric power supply - contiguous 48 States
January 8-14, 2022

Natural gas and coal combustion contributed the largest share of electric generation for the January 8-14, 2022 period. Nuclear power produced about one-fifth of the total. Windpower supplied more than five times the electric output of solar.

Total electric energy generated
79,377,045 MegaWatthours (MWH)

Non-combustion energy sources
40.26% of total
(wind, solar, nuclear and hydroelectric)

U.S. contiguous 48 States hourly electric generation from combustion and non-combustion energy sources: January 8-14, 2022. U.S. Energy Information Administration (EIA) Hourly Grid Monitor chart created from Linecurrents.live custom query. Times are Eastern zone.


Total electric generation from combustion and non-combustion energy sources: January 8 -14, 2022. Linecurrents.live chart, U.S. EIA data.

 
 

Solar electric

The largest U.S. solar electric sources are in Texas (Central time zone) and California (Pacific time zone). Daily solar production maximums are shifted in the chart due to chart times are Eastern zone.

A late-day spike in apparent solar electric generation January 13 is due to data from Florida. Cause is unknown.

maximum day
January 11
251,284 MWH

minimum day
January 9
194,878 MWH

7-day total
1,576,331 MWH

daily high-to-low
variation: 22.45%

U.S. contiguous 48 States hourly electric generation from solar energy January 8-14, 2022. Times are Eastern zone. Linecurrents.live chart, U.S. EIA Hourly Grid Monitor data.

 

Windpower

 

Mid’-day January 10 and most hours January 12-13 were periods of reduced windpower generation. These wind slowdowns caused an increase in combustion electric generation - (see next two sections, below). No daily pattern of repeating daily highs and lows at regular times of day developed during the 7 days.

maximum day
January 8
1,727,394 MWH

minimum day
January 13
696,786 MWH

7-day total
8,588,681 MWH

daily high-to-low
variation: 59.66%

U.S. contiguous 48 States hourly electric generation from wind energy: January 8-14, 2022. Times are Eastern zone. Linecurrents.live chart, U.S. EIA Hourly Grid Monitor data.

 
 
 

All non-combustion sources

U.S. contiguous 48 States daily electric generation from wind, solar, hydroelectric and solar energy sources: January 8-14, 2022. Times are Eastern zone. U.S. EIA Hourly Grid Monitor data and chart from Linecurrents.live custom query.

Nuclear generation supplied the largest amount of non-combustion electric energy in the U.S. 48 contiguous States January 8-14, 2022. Windpower was the most variable from day to day.

 
 

Regional windpower

January 8-14 regional
windpower highlights

Most consistent
Northwest

Most underperforming
California

Most reliable daily cycle
None

Hourly windpower for January 8-14, 2022 is shown in regional charts (below). Chart times are local. Northwest and Mid-Atlantic regions span two time zones

 

United States regions defined by U.S. Energy Information Administration (EIA). Southeast lacks significant windpower generation and is not included in this regional analysis. Map adapted from U.S. EIA Hourly Electric Grid Monitor . . . colors and region labels added by Linecurrents.live.

 
 

 
 
 

The next section examines the hourly impact of removing all combustion electric supply from the U.S. contiguous 48 States’ three electric transmission grids, and increasing wind and solar electric generating capacity by a factor of seven. Results assume that new wind and solar electric plants are at existing sites, and perform the same as older units. Other new sites, such as off-shore windpower, may produce daily or seasonal production patterns which differ from existing sites.

 

Daily electric supply if combustion sources are eliminated and wind/solar increased 7X

The following analysis illustrates scale-up of existing U.S. wind and solar electric generating capacity, and elimination of combustion generation sources. Nuclear and hydroelectric capacity now in service are not changed.

Total actual U.S. hourly generated electric energy supply is represented in the following charts by a gray line:

  • includes all electric generating sources: wind, solar, hydroelectric, nuclear, natural gas, coal, petroleum and other.

  • is an estimate of U.S. electric consumers’ hourly consumption.

  • does not include electric energy imports or exports with Canada and Mexico via electric transmission lines.

Actual wind and solar hourly electric supply are shown as dashed green and yellow lines.

Arrows indicate when excess wind or solar stored in batteries or other systems could be released to fill gaps between consumer electric demand and variable weather-dependent supply. No arrows mean supply is adequate for the day, or storage capacity of 4-6 hours was exhausted in previous days.

 
 
 

Appendix

data source

U.S. Energy Information Administration (EIA) Hourly Electric Grid Monitor is the source for data for this report. EIA provides this disclaimer:

Disclaimer: The information submitted by reporting entities is preliminary data and is made available "as-is" by EIA. Neither EIA nor reporting entities are responsible for reliance on the data for any specific use.

Factors which may affect future electric power transfers among U.S. regions

  1. inadequacy of existing transmission grid to move large amounts of electric power between regions.

  2. new transmission line construction delays due to right-of-way acquisition and State/local jurisdiction issues.

  3. States, Balancing Authorities and Regions priorities for use of potential excess variable wind/solar electric energy, such as:

    a) export electric energy to other Balancing Authorities or Regions.
    b) store electric energy, instead of export, for later consumption.
    c) consume electric energy immediately produced for electric transportation, water and indoor space heating, cold storage for air-conditioning, and other uses for which consumption may be controlled to synchronize with variable energy sources production.
    d) hydroelectric supply replacement due to Western U.S. drought.
    e) nuclear electric supply replacement due to plant closures.


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U.S. windpower declined a few days in 1st week of 2022, natural gas combustion increased

Non-combustion energy sources — wind, solar, nuclear and hydroelectric — combined supplied 41.92% of total electric power generated in the United States contiguous 48 States.


Electric Power Supply Review
Hourly & Daily
January 1-7, 2022


 

Lubbock County, TX, USA
Photo by 
Pete Alexopoulos on Unsplash


 

Quick summary

all non-combustion

  • wind, solar, nuclear and hydroelectric combined supplied 41.92% of total electric power generated . . . contribution of geothermal electric is unknown due to lack of this category in U.S. EIA data collection

solar electric

  • 1.85% of total electric energy generated in the period

windpower

  • 12.16% of total electric energy generated in the period

  • a 28-hour slowdown January 2-3

 

Note: see APPENDIX for discussion of EIA Data Source and trans-grid electric power transfers.

 
 
 

U.S. hourly electric power supply
January 1-7, 2022

Natural gas and coal combustion contributed the largest share of electric generation for the January 1-7, 2022 period.

Non-combustion energy sources — wind, solar, nuclear and hydroelectric — combined supplied 41.92% of total electric power generated in the United States contiguous 48 States during the period.

Hourly electric generation from combustion and non-combustion energy sources - January 1-7, 2022. U.S. Energy Information Administration (EIA) Hourly Grid Monitor chart created from Linecurrents.live custom query. Times are Central zone.


Total electric generation from combustion and non-combustion energy sources - January 1-7, 2022. Linecurrents.live chart, U.S. EIA data.

 
 

Solar electric

The largest U.S. solar electric sources are in Texas (Central time zone) and California (Pacific time zone). Daily solar production maximums are shifted in the chart due to chart times are Eastern zone.

Hourly electric generation from solar energy sources - January 1-7, 2022. Times are Eastern zone. Linecurrents.live chart, U.S. EIA Hourly Grid Monitor data.

 
 

Windpower

Noon January 2 through 4:00 PM January 3 was a period of extended reduced windpower generation. A similar slowdown occurred between 3:00 PM January 6 to 1:00 PM January 7.

Hourly electric generation from wind energy sources - January 1-7, 2022. Times are Eastern zone. Linecurrents.live chart, U.S. EIA Hourly Grid Monitor data.

 
 

Natural gas and coal

Natural gas combustion increased in days when windpower production declined. Daily up/down pattern of combustion fuel consumption coincides with aggregated consumers’ hourly electric demands.

Hourly electric generation from coal, natural gas and wind energy sources - January 1-7, 2022. Times are Eastern zone. U.S. EIA Hourly Grid Monitor data and chart from Linecurrents.live custom query.

 

Combined wind and solar electric

Combined wind and solar electric consistency was affected by wind reductions January 2-3 and January 6-7.

Hourly electric generation from solar and wind energy sources - January 1-7, 2022. U.S. EIA Hourly Grid Monitor chart created from Linecurrents.live custom query. Times are Central zone.

 
 

Regional windpower

Hourly windpower for January 1 - 7, 2022 is shown in regional charts (below). All chart times are Eastern Zone.

Regional patterns and irregularities

Northwest
Early morning maximums January 2, 3, 4.
Sharp decline early morning January 6.

California
No pattern.
Low production January 1-3 and January 5-6.

Texas
No pattern.
Low production January 2 and January 7.

Central
No pattern.

Midwest
No pattern.
Low production January 2 and January 7.

West and central United States regions defined by U.S. Energy Information Administration (EIA). Texas, California, Midwest and Central are regions of greatest U.S. windpower production. Map adapted from U.S. EIA Hourly Electric Grid Monitor . . . colors and region labels added by Linecurrents.live.


 
 
 

The next section examines the hourly impact of removing all combustion electric supply from the U.S. contiguous 48 States’ three electric transmission grids, and increasing wind and solar electric generating capacity by a factor of seven. Results assume that new wind and solar electric plants are at existing sites, and perform the same as older units. Other new sites, such as off-shore windpower, may produce daily or seasonal production patterns which differ from existing sites.

 

Daily electric supply if combustion sources are eliminated and wind/solar increased 7X

The following analysis illustrates scale-up of existing U.S. wind and solar electric generating capacity, and elimination of combustion generation sources. Nuclear and hydroelectric capacity now in service are not changed.

Total actual U.S. hourly generated electric energy supply is represented in the following charts by a gray line:

  • includes all electric generating sources: wind, solar, hydroelectric, nuclear, natural gas, coal, petroleum and other.

  • is an estimate of actual U.S. electric consumers’ hourly consumption.

  • does not include electric energy imports or exports with Canada and Mexico via electric transmission lines.

Actual wind and solar hourly electric supply are shown as dashed lines. Color-shaded areas represent hourly wind and solar increased by a factor of 7 from actual.

Arrows indicate when excess wind or solar stored in batteries or other systems could be released to fill gaps between consumer electric demand and variable weather-dependent supply. No arrows mean supply is adequate for the day, or energy storage capacity was exhausted in previous days.

 
 
 

Appendix

data source

U.S. Energy Information Administration (EIA) Hourly Electric Grid Monitor is the source for data for this report. EIA provides this disclaimer:

Disclaimer: The information submitted by reporting entities is preliminary data and is made available "as-is" by EIA. Neither EIA nor reporting entities are responsible for reliance on the data for any specific use.

Factors which may affect future electric power transfers among U.S. regions

  1. inadequacy of existing transmission grid to move large amounts of electric power between regions.

  2. new transmission line construction delays due to right-of-way acquisition and State/local jurisdiction issues.

  3. States, Balancing Authorities and Regions priorities for use of potential excess variable wind/solar electric energy, such as:

    a) export electric energy to other Balancing Authorities or Regions.
    b) store electric energy, instead of export, for later consumption.
    c) consume electric energy immediately produced for electric transportation, water and indoor space heating, cold storage for air-conditioning, and other uses for which consumption may be controlled to synchronize with variable energy sources production.
    d) hydroelectric supply replacement due to Western U.S. drought.
    e) nuclear electric supply replacement due to plant closures.


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Non-combustion electric sources nearly 40% of total electric power generated in late September 2021

Nuclear energy was the biggest source of U.S. non-combustion electricity . . . September 22-28, 2021


Electric Power Supply Review
Hourly & Daily
September 22 - 28, 2021


 

United States regions of greatest windpower


 

Quick summary

windpower

  • 10.21% of total electric energy generated in the period

  • strongest in late evening and early A.M. hours most days

  • high-to-low daily totals differed by 37.8%


solar electric

  • 2.92% of total electric energy generated in the period

  • high-to-low daily totals differed by 22.4%


all non-combustion

  • wind, solar, nuclear and hydroelectric combined supplied 39.7% of total electric power generated

 

Note: see APPENDIX for discussion of Time Zones, Data Source, and Transmission Access

 
 
 

U.S. hourly electric power supply
September 22-28, 2021

Natural gas and coal combustion contributed the largest share of electric generation for the September 22-28, 2021 period.

Non-combustion energy sources — wind, solar, nuclear and hydroelectric — combined supplied 39.75% of total electric power generated in the United States contiguous 48 States during the period.

Hourly electric generation from combustion and non-combustion energy sources. U.S. Energy Information Administration (EIA) Hourly Grid Monitor chart created from Linecurrents.live custom query. Times are Eastern zone.


Total electric generation from combustion and non-combustion energy sources. Linecurrents.live chart, U.S. EIA data.

 
 

Solar electric

The largest U.S. solar electric sources are Texas (Central time zone) and California (Pacific time zone). Daily solar production maximums in the chart are shifted 1 to 2 hours due to chart times are Eastern zone.

  • highest hourly maximum
    329,318
    Sept 25

  • lowest hourly maximum
    255,647
    Sept 21

  • minimum is less than maximum
    22.4%

Hourly electric generation from solar energy sources. U.S. EIA Hourly Grid Monitor chart created from Linecurrents.live custom query. Times are Eastern zone.

 
 

Windpower

U.S. windpower generation produced late-evening or early-overnight highs in each of the seven days.

  • highest hourly maximum
    1,278,491
    Sept 26

  • lowest hourly maximum
    795,310
    Sept 22

  • minimum is less than maximum
    37.8%

 

Hourly electric generation from wind energy sources. U.S. EIA Hourly Grid Monitor chart created from Linecurrents.live custom query. Times are Eastern zone.

 
 

Combined wind and solar electric

Wind and solar electric energy daily production were complementary. Solar electric production increased mid-mornings when windpower declined, and wind increased most evenings as solar declined.

The second chart in this section shows hourly wind and solar electric production combined. The resulting total is the top edge of the green area.

Hourly electric generation from solar and wind energy sources. U.S. EIA Hourly Grid Monitor chart created from Linecurrents.live custom query. Times are Eastern zone.


Hourly electric generation from solar and wind energy sources. U.S. EIA Hourly Grid Monitor chart created from Linecurrents.live custom query. Times are Eastern zone.

 
 

Regional windpower

West and central United States regions defined by U.S. Energy Information Administration (EIA). Texas, California, Midwest and Central, are regions of greatest U.S. windpower production. Map adapted from U.S. EIA Hourly Electric Grid Monitor . . . colors and region labels added by Linecurrents.live.


Hourly windpower for the September 22-28, 2021 period is shown in regional charts. All chart times are Eastern Zone.

Maximum windpower time of of day varied by region:

  • Northwest > no regular pattern

  • California > midnight + /- a few hours

  • Texas > midnight + /- a few hours, except Sept 23

  • Central > midnight + /- a few hours, except Sept 23 and 24

  • Midwest > no regular pattern

 
 

The next section examines the hourly impact of removing all combustion electric supply from the U.S. contiguous 48 States’ three electric transmission grids, and increasing wind and solar electric generating capacity by a factor of seven. Results assume that new wind and solar electric plants are at existing sites, and perform the same as older units. Other new sites, such as off-shore windpower, may produce daily or seasonal production patterns which differ from existing sites.

 

Daily electric supply if combustion sources are eliminated and wind/solar increased 7X

The following analysis illustrates scale-up for existing U.S. wind and solar electric generating capacity, and elimination of combustion generation sources. Nuclear and hydroelectric capacity now in service are not changed.

Total actual U.S. hourly generated electric energy supply is represented in the following charts by a gray line:

  • includes all electric generating sources: wind, solar, hydroelectric, nuclear, natural gas, coal, petroleum and other.

  • is an estimate of actual U.S. electric consumers’ hourly consumption.

  • does not include electric energy imports or exports via electric transmission lines with Canada and Mexico.

Color-shaded areas represent hourly wind and solar increased by a factor of 7 from actual. Actual wind and solar hourly electric supply are shown as dashed lines.

Arrows indicate times when excess wind or solar collected and collected in batteries or other systems storage systems may be released during electric supply shortages. If no excess supply is present, or hourly electric generation is adequate to supply consumption demand without storage, no arrows are shown.

 

Daily summary:
7 X wind & solar electric adequacy to replace combustion generation

  • Sept 22 - no

  • Sept 23 - yes

  • Sept 24 - yes

  • Sept 25 - yes

  • Sept 26 - yes

  • Sept 27 - yes

  • Sept 28 - yes

 
 

Appendix

time zones

Hourly charts in this report are based on Eastern time. Compared to local time at generator sites, hourly MWhr results are shifted to later in the day if the generator is not in the Eastern time zone:

1 hour: Central time zone - Midwest, Great Plains, Texas
2 hours: Mountain time zone
3 hours: Pacific time zone - Northwest, California

data source

U.S. Energy Information Administration (EIA) Hourly Electric Grid Monitor is the source for data for this report. EIA provides this disclaimer:

Disclaimer: The information submitted by reporting entities is preliminary data and is made available "as-is" by EIA. Neither EIA nor reporting entities are responsible for reliance on the data for any specific use.

transmission access

Factors which may affect future electric power transfers among U.S. regions

  1. inadequacy of existing transmission grid to move large amounts of electric power between regions

  2. new transmission line construction right-of-way acquisition and State/local jurisdiction issues

  3. States, Balancing Authorities and regions priorities for use of potential excess variable wind/solar electric energy:

    a) export to other BA’s or regions
    b) store and consume with no export
    c) consume electric energy when produced by electrification of transport, water and indoor space heating, and other fuel-switching to electric energy

  4. hydroelectric supply reduction due to drought

  5. nuclear electric supply reduction due to plant closures

  6. other


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U.S. daily windpower supply varied 47% from high to low in mid’-September 2021

Big swing from highest to lowest windpower days across the U.S. in last week of summer.


U.S. Electric Power Supply Review
Hourly & Daily
September 15 - 21, 2021



 

U.S. States with the greater windpower production are shown in darker shades. Gray shading indicates no utility-scale wind turbine generators installed.


Quick summary

windpower

  • 9.04% of total electric energy generated in the period

  • strongest in late evening and early A.M. hours most days

  • high-to-low daily totals differed 47%

solar electric

  • 2.58% of total electric energy generated in the period

  • high-to-low daily totals differed 20%

all non-combustion

  • wind, solar, nuclear and hydroelectric combined supplied 35.25% of total electric power generated

 

Note: see APPENDIX for discussion of Time Zones, Data Source, and Transmission Access

 
 
 

U.S. hourly electric power supply
September 15-21, 2021

Natural gas and coal combustion contributed the largest share of electric generation for the September 15-21, 2021 period.

Non-combustion energy sources — wind, solar, nuclear and hydroelectric — combined supplied 35.25% of total electric power generated in the United States contiguous 48 States during the period.

Hourly electric generation from combustion and non-combustion energy sources. U.S. Energy Information Administration chart created from Linecurrents.live custom query. Times are Eastern zone.


Electric generation from combustion and non-combustion energy sources. Linecurrents.live chart, U.S. Energy Information Administration data.

 
 

Solar electric

Solar production maximums in the chart are shifted from 11 AM - 1 PM to 1 - 3 PM due to chart times are Eastern zone, and largest solar supplies are in Texas (Central) and California (Pacific).


SOLAR MWhr Date
 max   321,016  Sep 15
 min   255,647  Sep 21
 hi vs low        20%

Hourly electric generation from solar energy sources. U.S. Energy Information Administration chart created from Linecurrents.live custom query. Times are Eastern zone.

 
 

Windpower

Windpower generation produced late-evening and early-overnight highs in each of the seven days. Lowest windpower production day was September 15.


WIND MWhr Date
 max  1,383,732  Sep 20
 min     730,092  Sep 15
 hi vs low        47%

Hourly electric generation from wind energy sources. U.S. Energy Information Administration chart created from Linecurrents.live custom query. Times are Eastern zone.

Daily electric generation from wind energy sources. U.S. Energy Information Administration chart created from Linecurrents.live custom query. Times are Eastern zone.

 
 

Combined wind and solar electric

Wind and solar electric energy daily production were complementary. Solar electric production increased mid-mornings when windpower declined, and wind increased most evenings as solar declined.

The second chart in this section shows hourly wind and solar electric production combined. The resulting total is the top edge of the green area.

Hourly electric generation from solar and wind energy sources. U.S. Energy Information Administration chart created from Linecurrents.live custom query. Times are Eastern zone.

Hourly electric generation from solar and wind energy sources. U.S. Energy Information Administration chart created from Linecurrents.live custom query. Times are Eastern zone.

 
 

Regional windpower:
highest production overnight

Texas, the Midwest, Central/Great Plains, California and northwest States are regions of greatest windpower. Maximum electric energy generation usually occurred late-evenings or overnight in these zones September 15-21, 2021.


Northwest

Hourly wind electric generation September 15-21, 2021 did not reveal a daily pattern in the Northwest region. The top windpower producing States are Colorado, Washington, Oregon and Wyoming.

Hourly electric generation from wind energy sources. U.S. Energy Information Administration chart created from Linecurrents.live custom query. Times are Eastern zone.


California

Strongest windpower generation occurred evenings and overnight in California, except September 20 and 21. Lowest production occurred September 21.

Hourly electric generation from wind energy sources. U.S. Energy Information Administration chart created from Linecurrents.live custom query. Times are Eastern zone.


Texas

Texas is the highest windpower producing U.S. State. The late-evening and early-overnight maximum production pattern was consistent in all but the last day of the September 15-21 period.

Hourly electric generation from wind energy sources. U.S. Energy Information Administration chart created from Linecurrents.live custom query. Times are Eastern zone.


Central

Windpower generation in the Central region did not follow a consistent daily pattern September 15-21, 2021. Lowest daily production occurred September 18.

Hourly electric generation from wind energy sources. U.S. Energy Information Administration chart created from Linecurrents.live custom query. Times are Eastern zone.


Midwest

Hourly wind electric generation September 15-21, 2021 was highest in late evenings, except September 18 and 21.

Hourly electric generation from wind energy sources. U.S. Energy Information Administration chart created from Linecurrents.live custom query. Times are Eastern zone.

 

The next section examines the hourly impact of removing all combustion electric supply from the U.S. contiguous 48 States’ three electric transmission grids, and increasing wind and solar electric generating capacity by a factor of seven. Results assume that new wind and solar electric plants are at existing sites, and perform the same as older units. Other new sites, such as off-shore windpower, may produce daily or seasonal production patterns which differ from existing sites.

 

September 15, 2021
U.S. non-combustion & total hourly electric supply

Total U.S. hourly generated electric energy supply is shown by the gray line in the following series of daily charts. Total includes includes wind, solar, hydroelectric and nuclear shown by color areas, as well as natural gas, coal, petroleum and other. Electric energy imported via electric transmission lines from Canada and Mexico are not included.

The first chart shows actual hourly electric generation. September 15 was the lowest windpower production day of the 7-day period.

 

Linecurrents.live chart, U.S. Energy Information Administration data. Times are Eastern zone.


 

September 15, 2021
7X wind & solar

In the following examples, actual hourly U.S. contiguous 48-States solar and wind electric energy supplies are multiplied by 7. These expanded non-combustion sources, combined with existing nuclear and hydroelectric power generating capacity, would have been inadequate to replace combustion generation sources during all hours of September 15, due to low windpower supply.

Actual wind and solar hourly electric supply for September 15 are shown as dashed lines.

Linecurrents.live chart, U.S. Energy Information Administration data. Times are Eastern zone.

 

 

September 16, 2021
7X wind & solar

If wind and solar electric energy generation were each increased by 7 times, these sources combined with existing nuclear and hydroelectric power generating capacity would have been adequate to replace combustion generation nearly all hours September 16. Oversupply captured in batteries or other systems storage systems may be released during the brief evening real-time generation shortage.

Linecurrents.live chart, U.S. Energy Information Administration data. Times are Eastern zone.

 

 

September 17, 2021
7X wind & solar

A U.S electric supply consisting of existing nuclear and hydroelectric, plus 7X wind/solar, would have been inadequate to replace combustion electric generation day September 17, 2021. Actual solar and wind electric generation were lower compared to most days of the 7-day period.

Linecurrents.live chart, U.S. Energy Information Administration data. Times are Eastern zone.

 

 

September 18, 2021
7X wind & solar

The hypothetical 7X wind/solar plus existing nuclear and hydroelectric generating scenario would have would not have produced enough electric energy to match actual September 11, 2021 power supply which included coal and natural gas combustion sources.

 

Linecurrents.live chart, U.S. Energy Information Administration data. Times are Eastern zone.

 

 

September 19, 2021
7X wind & solar

The hypothetical 7X wind/solar plus existing nuclear and hydroelectric generating scenario would have been adequate to replace combustion electric generation in all hours September 19, 2021 — the 3rd highest day for wind actual electric generation of the 7-day period.

Linecurrents.live chart, U.S. Energy Information Administration data. Times are Eastern zone.

 

 

September 20, 2021
7X wind & solar

Another day in which 7X wind/solar plus existing nuclear and hydroelectric generating would have been adequate to replace combustion electric generation in all hours. September 20 was the highest day for wind actual electric generation of the 7-day period.

Linecurrents.live chart, U.S. Energy Information Administration data. Times are Eastern zone.

 

 

September 21, 2021
7X wind & solar

Actual windpower production remained relatively strong in the afternoon September 21, compared to the previous 6 days. Solar electric supply was the lowest of the 7-day period. In a U.S. electric grid enhanced with 7X wind/solar an no combustion generation, oversupply captured in batteries or other systems storage systems earlier in the day may be released during the evening generation shortage.

Linecurrents.live chart, U.S. Energy Information Administration data. Times are Eastern zone.

 
 

Appendix

time zones

Hourly charts in this report are based on Eastern time. Compared to local time at generator sites, hourly MWhr results are shifted to later in the day if the generator is not in the Eastern time zone:

1 hour: Central time zone - Midwest, Great Plains, Texas
2 hours: Mountain time zone
3 hours: Pacific time zone - Northwest, California

data source

U.S. Energy Information Administration (EIA) Hourly Electric Grid Monitor is the source for data for this report. EIA provides this disclaimer:

Disclaimer: The information submitted by reporting entities is preliminary data and is made available "as-is" by EIA. Neither EIA nor reporting entities are responsible for reliance on the data for any specific use.

transmission access

Factors which may affect future electric power transfers among U.S. regions

  1. inadequacy of existing transmission grid to move large amounts of electric power between regions

  2. new transmission line construction right-of-way acquisition and State/local jurisdiction issues

  3. States, Balancing Authorities and regions priorities for use of potential excess variable wind/solar electric energy:

    a) export to other BA’s or regions
    b) store and consume with no export
    c) consume electric energy when produced by electrification of transport, water and indoor space heating, and other fuel-switching to electric energy

  4. hydroelectric supply reduction due to drought

  5. nuclear electric supply reduction due to plant closures

  6. other


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Floating Offshore Wind Turbines Explained

Overview of Floating Offshore Wind - National Renewable Energy Laboratory Webinar - March 17, 2020

NREL webinar diagram - March 17, 2020


  • floating vs. fixed bottom foundations

  • best offshore locations - U.S. and global

  • floating turbine types

  • turbine spacing & air turbulence

  • electric cable network

  • offshore & land-based turbine sizes

  • turbine, foundation, and installation costs


 

Overview of Floating Offshore Wind
National Renewable Energy Laboratory Webinar
March 17, 2020

Walt Musial
Principal Engineer
Offshore Wind Research Platform Lead


National Renewable Energy Laboratory


Golden, Colorado USA


Webinar video available at NREL YouTube channel.




Floating wind turbine types
(from diagram above)

Spar: stability through ballast (weight) installed below its main buoyancy tank.
Challenges -- Deep draft limit port access.

Semisubmersible: achieves static stability by distributing bouyancy widely at the water plane.
Challenges -- Higher exposure to waves; more structure above the waterline.

Tension-leg platform (TLP)
Achieves static stability through mooring line tension with a submerged bouyancy tank.
Challenges -- Unstable during assembly; high vertical load moorings.


 
 
 

Best global sites for offshore wind energy production

NREL webinar map - March 17, 2020

Seafloor depth and proximity to population centers are factors in offshore windplant site selection.


 

Most existing global offshore wind turbine generators are installed on fixed bottom support structures

> NREL webinar diagram - March 17, 2020


 

U.S. coastal floor depths are shallower in Atlantic and Great Lakes regions

Lighter shades of blue indicate shallower floors. U.S. Department of The Interior - Bureau of Ocean Energy Management (BOEM) regulates 15 Lease Areas (red) giving developers exclusive site control of up to 25 gigaWatts (GW) capacity. BOEM has also identified 13 Call Areas (orange) - potential wind energy areas that under public review.


NREL webinar map - March 17, 2020 (Tap/click to enlarge).


 

U.S. offshore windspeeds are best near NE coast, northern California and Oregon

NREL webinar map - March 17, 2020

Darker colors indicate the best potential offshore wind energy sites, where average annual windspeeds are greater than 10 meters per second (22 miles per hour). Offshore wind electric energy may double the present U.S. annual electric energy consumption.


 

Floating foundations are required for depths greater than 60 meters

NREL webinar map - March 17, 2020

Dark-blue areas indicate potential offshore windpower areas where floor depths are greater than 60 meters. Great Lakes offshore wind plants may require adequate distance from shore to eliminate visual impact. Lake freezing is a design concern.


 

Floating wind turbine components

NREL webinar map - March 17, 2020


 

Offshore wind turbines sizes are larger

Growth of wind turbine sizes since 1980. Green grass at bottom left half of chart indicates land-based projects. NREL webinar diagram - March 17, 2020


 

Undersea electric cable grid design

NREL webinar diagram - March 17, 2020



Array voltage will soon increase to 66 kiloVolts (kV) to lower cost.

Electrical array cable cost increases with turbine spacing but decrease with turbine size.

Exact turbine spacing is a trade-off between wake losses and array cable cost.

Other factors such as navigation safety may play a role.


 

Offshore wind project electric collection network design is similar to an onshore electric utility distribution network, but performs the opposite function. Onshore powerlines and buried cables distribute electric power from a substation to end-users. Offshore submarine cables collect electric power from wind turbine generators for delivery to a floating substation, where the voltage is boosted and the electric power is delivered to shore via submarine transmission cables.


 

Higher windspeeds produce more electricity

Block Island Wind entered service as the first U. S. commercial offshore wind electric generating project in 2016. NREL offshore map above shows average annual windspeed at Block Island is 9.5 - 9.75 meters per second. At this windspeed, a 6 MW wind turbine at this site generates about 3.5 MW. Periods of windspeeds greater than the annual average generate the most electricity. At rated windspeed of about 12 meters per second, power output does not exceed the 6 MW rating, as rotor blades furl to prevent overspeed.

NREL webinar chart - March 17, 2020 (Tap-click to enlarge)

 

Total generating capacity at Block Island Wind is 30 MW (megaWatts) The project consists of 5 fixed-bottom turbines rated 6 MW each. Location is about 3.8 miles from Block Island off the Rhode Island Coast.


 

Challenge: turbine size and spacing affects airflow turbulence

Simulated wake turbulence downwind of turbines. NREL webinar diagram - March 17, 2020

Wake losses are the reduction of wind turbine generated electric power due to windspeed reduction and airflow turbulence caused by an upwind turbine

 

NREL webinar diagram - March 17, 2020

As wind turbine heights and rotor diameters increase, spacing must also increase to compensate for turbulence and wake losses.


 

Challenge: floating wind turbines rock and tilt

Modified from NREL webinar diagram - March 17, 2020

Wave motion affects floating offshore wind turbine power generation. Tilting toward the wind causes net windspeed to increase at rotor height, and to decrease when tilting motion is away from way from wind.


 

Cost of floating wind turbine plus on-site installation

Stehly, Tyler; and Philipp Beiter. 2020. 2018 Cost of Wind Energy Review. National Renewable Energy Laboratory, Golden, Colorado. NREL/TP-5000-74598. Funding provided by the U.S. Department of Energy Office of Energy Efficiency and Renewable Energy Wind Energy Technologies Office. NREL webinar chart - March 17, 2020

NREL’s 2018 Cost of Wind Energy Review estimated turbine electric generator will be 24.3 percent of the total installed cost of floating offshore wind plants. Section 5.2 of this report explains factors which produced this estimate, including global floating offshore wind plant construction - excerpt below:

2018 Cost of Wind Energy Review (NREL)
(excerpt)

Given the relatively limited number of offshore wind projects in the United States and the lack of publicly available data, we obtained the CapEx estimates using ORCA (Beiter et al. 2016). The representative turbine characteristics (i.e., turbine capacity, rotor diameter, and hub height) used as inputs to the model were obtained from the “2018 Offshore Wind Technologies Market Report” (Musial et al. 2019). The capacity-weighted average turbine installed globally in 2018 was 5.5 MW with a 140-m rotor diameter at a 94-m hub height. We used these turbine parameters in combination with the spatial parameters presented in Table 12 for the fixed-bottom and floating reference sites to calculate CapEx.

The ORCA model yields a total installed CapEx value of $4,444/kW for the fixed-bottom reference site and $5,355/kW for the floating reference site. It should be noted that the CapEx estimates for floating offshore wind in this analysis assume a 5.5-MW turbine and are not necessarily optimized for floating offshore wind applications, therefore, they may negatively impact CapEx estimates. Progression to larger turbines is likely to coincide with deployment of commercial-scale floating wind technologies (Spyroudi 2016).

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Lightning Science and Wind-Turbine Electric Generator Protection

A celltower in Switzerland is struck by lighting more than 100 times per year. Scientists collect data there which may lead to lightning-resistant wind-turbine electric generator designs.

Linecurrents composite image created from wind-turbine generators photo by Cassie Boca and lightning photo by Clinton Naik at Unsplash.com.


  • Lightning strikes may damage wind-turbine generators.

  • “Upward” lightning from structure to cloud is a recent phenomenon.

  • Researchers describe 21st-century “Ben Franklin” lightning-strike observations — Science Friday podcast August 16, 2019 episode.


Where There’s Thunder, There’s Lightning Science is the title of a recent Science Friday public radio program segment. Research into lightning strike characteristics such as described in the program may aid in wind turbine electric generating equipment design to reduce or prevent damage caused by lightning’s high-energy electrical discharge.

SciFri host Ira Flatow and Institute of Electrical and Electronic Engineers (IEEE) Spectrum news editor Amy Nordrum interviewed lightning science researcher Farhad Rachidi of the Swiss Federal Institute of Technology (EPFL), electrical engineering professor Bill Rison of New Mexico Tech at Socorro, and research scientist Ryan Said of Vaisala during the August 16, 2019 broadcast of Science Friday.

The 34-minute segment and is available for replay at the Science Friday website (link below), and for download at online podcast services.

EPFL scientists collect lightning-strike data from instruments installed at Säntis Tower in Switzerland, at elevation 2,502 m (8,209 ft) on Säntis mountain. Lightning strikes the tower more than 100 times per year.

New Mexico Tech’s Rison and Mark Stanley installed a custom-designed broadband interferometer, built by Stanley, on Säntis Tower to provide measurements for EPFL analysis.


The Säntis team’s work has held particular relevance for wind farm operators. That’s because most strikes recorded at the tower are examples of upward lightning—which travels from ground-to-cloud instead of cloud-to-ground. - IEEE Spectrum




Some of the Science Friday segment discussion concentrates on characteristics and physics of lightning, and research designed to gain greater understanding of lightning dynamics. Rachidi’s comments about WTGs and “upward — downward” lightning strikes begins at about 17 minutes into the audio track.

Vaisala provides weather, environment, and industrial measurements services, including the U.S. National Lightning Detection Network.




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Colorado Electric Energy Scorecard

2017, 2018 and 2019-YTD trends for Colorado’s electric energy supply.


  • A pictorial review of year-to-year recent trends through May 2019.

  • Natural gas-combustion, wind-powered, and solar electric energy are increasing, coal-fired generation is declining.



Linecurrents related reports:

Electric energy generated by coal combusttion in Colorado through May 2019 totalled 10,230 gigaWathours (GWhr) — 462 GWhr and 4.7% greater than the same period in 2018.


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