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DavidHawkins

David Hawkins

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NESO 1-sec frequency histograms 2023/2024
NESO 1-sec frequency histograms 2023/2024
Open data ℅ NESO
GB Gen. Tech vs Total Demand
NESO public domain half-hour data
GB Generation by Tech and by system demand
Half-hour public domain data from NGESO/NESO
Generation Tech by output / sys.demand by year
Bramley / Basingstoke
SPED cables - open data
Bramley Grid
Public domain data
SSE 132 and 33kV cables - open data
Import / Interconnector Contribution vs GB (half-hour) Demand
Public domain data courtesy of NGESO / NESO
BSUoS per day
BSUoS per day
Vertical line = Russia invades Ukraine
BSUoS per day
Vertical black line = Russia invades Ukraine
BSUoS charges by month
BRAG
Public domain data
2009 GB Total Generation by Technology
2024 GB Generation by Technology
Landulph
Open data source National Grid
Landulph MVA
Ynysybwl 11kV UG assets
Public domain data source: NGED
YNYSYBWL 11kV UG assets
NB: Public domain data
Lady Windsor
NB: Public domain data
NGRID
Public domain data
WBUR public domain data
3x SGTs MVA demands
PinPoint site visit
NGED public domain data
UKPN Open Data - Bramford SGT aggregate demand
NG ESO Synchronous generation by total demand
Sample map
11kV cables and substations from open data
AUS 10 year bonds
NGESO data
BSUoS vs Percentage Synch Generation
Substations
LV Assets - SEPD
NGET sites E&W
Asynchronous (renewable/invertor) generation as %age of total generation
ONS data
ONS data
SWEST site locations
NB: other sites include NULL entries at LAT/LONG
NGESO Inertia Cost
NGESO open data
High Street feeder V
WBUR SGT MVA demands (2021-22)
West Burton SGT MVA demands
BoE liabilities and USD exchange rate
Bank of England: Central bank sterling reserve balance liabilities in £millions
ONS data
SFH10 - household Volts (3-phases)
Domestic Volts - U1
Wind variability
1-second data Summarised into 5-min samples and into 5-min averages
PCC Volts and kW
PCC Power and Volts
SEND Volts and Import/Export kW
PENTILLIE region 11kV assets
SPN MV subs and LV OHLs
Uskmouth SGT flows
Supported by NGED Open Data Source: https://connecteddata.nationalgrid.co.uk/dataset/super-grid-transformer-flows-south-wales Creator:National Grid Electricity Distribution
map
map
Onshore Wind Farms, UK National Parks
National Parks in E&W plus Scottish National Nature Reserves
Some ASHPs
Heat pump -int air temp
Heat Pump data - ext air temp
Heat Pump data
BRWA-TAUN
Generation in NGED capacity register (Feb 2023)
NRS FOI Data
NRS Scotland Deaths 2014-2023
BRWA-TAUN
PCC YB volts
ASMR 90+ with error bars
ONS table 2 All Cause Deaths - ASMR by Vax-status & age
ONS table 2 All Cause Deaths - ASMR by Vax-status & age
ONS table 2 All Cause Deaths - ASMR by Vax-status & age
ONS table 2 All Cause Deaths - ASMR by Vax-status & age
ONS table 2 All Cause Deaths - ASMR by Vax-status & age
ONS table 2 All Cause Deaths - ASMR by Vax-status & age
ONS table 2 All Cause Deaths - ASMR by Vax-status & age
ONS table 2 All Cause Deaths - ASMR by Vax-status & age
ONS/JS data <1
ONS/JS data 1-17
ONS/JS data 18-29
ONS/JS data 30-39
ONS/JS data 40-49
ONS/JS data 50-59
ONS/JS data 60-69
ONS/JS data 70-79
ONS/JS data 80-84
ONS/JS data 85-89
ONS/JS Data 90+
ONS FOI data summary
Data points = sum of all causes each week Blue line = trend line (best fit using Loess smoothing)
Bolney / Ninfield
NG Frequency 2014
ONS data
OHID excess deaths by Place of Death
OHID excess deaths by Cause
OHID excess deaths by Ethnic Group
OHID - Deaths with COVID-19 on the Death Certificate
OHID excess deaths by region
Tighter curve fitting...
Excess Deaths by region
Source: Office for Health Improvement and Disparities, 3 Nov 2022
OHID Excess Deaths by age
ONS Table 2 ASMR by vax-stat & age - NON-CV19
ONS Table 2 ASMR by vax-stat & age - involving CV19
ONS ASMR by age and vaccine status
ONS Table 1 - Non-CV19 death ASMR rates
ONS Table 1
Hospitalisations
Volts and Amps
South Coast
Steyning / Bolney
VAERS
PCC Imp/Exp kW
SOLAR kW
WIND kW
BESS SOC
SW misplaced sites
EM misplaced sites
WM misplaced sites
Misplaced sites SWales
Misplaced sites - EM
Misplaced sites - WM
Misplaced SW sites!
Active Power at PCC
Reactive power flows
Battery SOC
Step changes in power at PCC
VOLTS at PCC
Volts
constrained PV
ONS data
ONS data
VOLTS
DEMAND
PV and Volts
volts
wind and sun
solarPV 1
RB
RB1
BOE liabilities and USD exchange rate
Regions deaths and vaccines
ONS ASMR by age and vaccine status
Source: https://www.ons.gov.uk/peoplepopulationandcommunity/birthsdeathsandmarriages/deaths/bulletins/deathsinvolvingcovid19byvaccinationstatusengland/deathsoccurringbetween1january2021and31march2022
ONS Table 9 - all deaths / weeks after vaccination
ONS Table 9 - Non-CV19 deaths / weeks after vaccination
ONS Table 8 data England: deaths occurring between January 2021 and March 2022
Domestic Electric Load Duration Curve
ecdf of annual electricity demand - 95% of peak ~= after diversity maximum demand for a cluster of dwellings
Domestic energy demand (gas + electric) kWh
Domestic gas demand profile
Phase 2 Feeder Road B Prim_5 actuals & forecast w/error bars
Phase 2 RR BSP 3 forecast
Phase 2 Bishopsworth real & forecast/errors
Phase 2 Patchway
Phase 2 Eastville all data
Phase 2 Eastville
Hewlett Packard 11kV_Prim_8 -- all data w/forecast (see 5/mar/21)
Missing data is at 5-Mar-2021
Hewlett Packard 11kV (Agg incl Gen)_Prim_8 actuals & forecast/errors
Lockleaze 11kV Prim_8 actuals & forecast w/errors
Cotham Primary Prim_0 some missing measurements w/forecast data
Missing data is at 5-Mar-2021
Cotham Primary Prim_0 Actual demand & forecast w. error bars
Patchway Prim_0 Forecast vs actual
Lockleaze 33kV J BSP_0 forecast & actuals
Iron Acton - all Scenarios
Winterbourne 11kV P_8 actuals & forecast/error bars
Lockleaze 11kV actuals & forecast/error bars
WPD Challenge #1 review
Impact of SolarPV on loads