Earth Notes: 16WW Energy Series Dataset

Updated 2022-06-26.
Data series of electricity and gas and other energy generaton and use. #energy #microgen #dataset
Consolidated and normalised/aligned view of 16WW energy series, gas, electricity, off-grid, by month and year, including machine readable versions.

Available

Not in this dataset:

Notes

16WW live grid-tie generation
LIVE 16WW grid-tied PV generation.

Dataset

name
16WW uniform energy series
description
16WW domestic consolidated and uniform energy series, Kingston-upon-Thames, London, UK
version
1
keywords
domestic, energy, electricity, gas, microgeneration, storage, heat, diversion
variableMeasured
kWh
date created
2007
date published
date modified
2022-06
temporal coverage
2005/..
spatial coverage
UK centre 51.406696N,-0.288789E elevation 16m
distribution
consolidated energy data directory
canonical URL
this descriptive text with markup
is part of
16WW Dataset
licence
this dataset is licensed under CC0, ie it is effectively public domain; if you make use of this data, attribution is welcome but not obligatory
is accessible for free
true

CSV Data Format

Body

The body of a single-source CSV data file consists of five columns:

  1. Date/time: ISO-8601, nominally UTC, to appropriate minimum precision.
  2. Data source device name: no spaces, case sensitive.
  3. Coverage: [0.0,1.0], fraction of time period covered by measurement; may be empty "" for unknown or some other irregularity.
  4. kWh: energy for this date/time.
  5. Comment: optional, must be "-quoted and not contain commas nor quotes.

A sample body:

2018,Enphase,0.410714,419.827
2019,Enphase,0.999888,845.953
2020,Enphase,0.999888,960.588
2021,Enphase,0.999888,935.3
2022,Enphase,0.416555,313.576

Where multiple data sources are combined, the first (date/time) column is not repeated, and the device/coverage/kWh columns are repeated for each source. Comments are discarded.

Primary Header

Each of the generated CSV files starts with a common header line such as:

#YYYY-MM,device,coverage,geno,comment

where YYYY-MM is for monthly data (it is YYYY for annual, YYYY-MM-DD for daily), and geno is the variable being tracked, with a unit of kWh.

A consolidated view with multiple sources might look like:

#YYYY-MM,device,coverage,gen,device,coverage,gen,device,coverage,gen
2008-02,,,,meter,1,4,SunnyBeam,0.142857,3.54
2008-03,,,,meter,1,70,SunnyBeam,1,68.55
2008-04,,,,meter,1,108,SunnyBeam,1,106.13
2008-05,,,,meter,1,135,SunnyBeam,1,134.03
2008-06,,,,meter,1,160,SunnyBeam,1,158.1
...

The last three columns are repeated for each data source device.

Optional headers and footers

Optional headers (starting with '#') may be inserted under the primary header. Footers (same syntax) may be appended at the foot/end.

These help with traceability of the numbers, one step at a time.

Header: synth

A 'synth' header indicates the formula used to synthesise a data set, eg:

#YYYY-MM,device,coverage,net
#synth,"meter.imp-meter.exp"
...

Header: collapse

A 'collapse' header indicates the collapse/coarsening of data granularity, eg:

#YYYY,device,coverage,net,comment
#collapse,"MtoY"
...

Header: input

An 'input' header indicates the data input to the process.

#YYYY,device,coverage,net,comment
#collapse,"MtoY"
#input,"data/consolidated/energy/std/net/M/synth/net-M-synth.csv"
...

Footer: script

A 'script' footer indicates the script used to generate the CSV, possibly excluding this footer. This is primarily intended for a caller to append to a successful direct-generation script output, to keep those scripts themselves as simple as possible.

This can be used (as a header) to indicate a necessary sub-script also.

This can be used as an explicit file dependency, eg to make.

...
2021,meter,1,1002.6
#script,"script/consolidate/energy/std/imp/Y/meter/imp-Y-meter.sh"

Parameters

Nominally-available data sources:

Eddi
Myenergi Eddi solar PV diverter
Enphase
Enphase AC-coupled battery system
Loop
Loop gas meter system
SSMPPT
Morningstar SunSaver SS-MPPT-15L off-grid solar controller
SunnyBeam
SMA SunnyBeam remote unit for SunnyBoy solar PV inverters
meter
supply meter
meterpil
supply meter readings recorded at Pilio
synth
synthetic combinations of other inputs

Nominally-available variables:

gas
gas import
imp
grid import
exp
grid export
con
gross in-home electricity consumption
conexDHW
gross in-home electricity consumption excluding DHW
net
net grid imports
gen
total grid-tied PV generation
gen1
PV meter 1 generation
gen2
PV meter 2 generation
geno
off-grid primary PV generation
battc
grid-tied battery charge
battd
grid-tied battery discharge
h1d
DHW heater 1 diversion from PV
h1b
DHW heater 1 boost from grid
h1
DHW heater 1 all
heat
DHW heater 1 all plus gas

Nominally-available granularities:

Y
yearly
M
monthly
D
daily
H
hourly

Variable gas: gas import

Variable: gas; granularity: Y; date range: 2007/2021.

Data as CSV: data/consolidated/energy/std/gas/Y/gas-Y.csv.

Table: yearly gas import; sources: Loop meter; max: 9000
Source: LoopSource: meter
DatekWhkWh
2007*9000unknown cover
20088883+++++++++
20096201++++++
20105784++++++
20113937++++
20123707++++
20133859++++
20142997+++
20152862+++
2016*3267~92% cover3851++++
20173423+++3429+++
20183680++++3806++++
20192888+++3157+++
2020*2077~75% cover2899+++
20213379+++
Variable: gas; granularity: M; date range: 2008-01/2022-05.

Data as CSV: data/consolidated/energy/std/gas/M/gas-M.csv.

Table: monthly gas import; sources: Loop meter; max: 1449
Source: LoopSource: meter
DatekWhkWh
2008-011418+++++++++
2008-021449++++++++++
2008-031323+++++++++
2008-04882++++++
2008-05290++
2008-06264+
2008-07204+
2008-08230+
2008-09271+
2008-10529+++
2008-11828+++++
2008-121194++++++++
2009-011285++++++++
2009-021046+++++++
2009-03778+++++
2009-04265+
2009-05226+
2009-06144
2009-07203+
2009-08166+
2009-09189+
2009-10300++
2009-11558+++
2009-121043+++++++
2010-011233++++++++
2010-02920++++++
2010-03694++++
2010-04213+
2010-05180+
2010-06156+
2010-07133
2010-08148+
2010-09180+
2010-10241+
2010-11654++++
2010-121031+++++++
2011-01816+++++
2011-02574+++
2011-03518+++
2011-04181+
2011-05176+
2011-06166+
2011-07155+
2011-08105
2011-09163+
2011-10170+
2011-11347++
2011-12566+++
2012-01669++++
2012-02653++++
2012-03238+
2012-04147+
2012-05174+
2012-06148+
2012-07125
2012-08101
2012-09165+
2012-10152+
2012-11366++
2012-12677++++
2013-01754+++++
2013-02792+++++
2013-03721++++
2013-04330++
2013-05138
2013-06136
2013-0791
2013-0858
2013-09117
2013-10102
2013-11301++
2013-12418++
2014-01532+++
2014-02461+++
2014-03365++
2014-04137
2014-05132
2014-06116
2014-0785
2014-0883
2014-0999
2014-10121
2014-11282+
2014-12585++++
2015-01606++++
2015-02525+++
2015-03352++
2015-04132
2015-05132
2015-06112
2015-0798
2015-0885
2015-09113
2015-10123
2015-11297++
2015-12285+
2016-01593++++
2016-02565+++561+++
2016-03491+++497+++
2016-04191+192+
2016-05141141
2016-06110110
2016-07125126
2016-087575
2016-09107103
2016-10197+201+
2016-11609++++599++++
2016-12654++++653++++
2017-01852+++++867+++++
2017-02492+++497+++
2017-03357++357++
2017-04117117
2017-05143142
2017-06109109
2017-07105105
2017-086060
2017-09113113
2017-10101101
2017-11345++344++
2017-12628++++619++++
2018-01587++++585++++
2018-02749+++++746+++++
2018-03551+++559+++
2018-04137137
2018-05131131
2018-06103103
2018-073190
2018-084054
2018-09100100
2018-10212+208+
2018-11462+++451+++
2018-12576+++628++++
2019-01752+++++748+++++
2019-02509+++519+++
2019-0384344++
2019-04133138
2019-05120120
2019-06108108
2019-07102102
2019-085048
2019-09104106
2019-109494
2019-11343++228+
2019-12491+++493+++
2020-01487+++487+++
2020-02435++434++
2020-03355++359++
2020-04174+171+
2020-05162+163+
2020-06142145
2020-07125125
2020-087776
2020-09120119
2020-10137
2020-11162+
2020-12434++
2021-01592++++
2021-02464+++
2021-03450+++
2021-04167+
2021-05141
2021-06127
2021-07116
2021-08109
2021-09119
2021-10138
2021-11446+++
2021-12576+++
2022-01676++++
2022-02441+++
2022-03160+
2022-0412
2022-0520

Variable imp: grid import

Variable: imp; granularity: Y; date range: 2005/2022.

Data as CSV: data/consolidated/energy/std/imp/Y/imp-Y.csv.

Table: yearly grid import; sources: Eddi Enphase meter; max: 9800
Source: EddiSource: EnphaseSource: meter
DatekWhkWhkWh
2005*9800unknown cover
2006*9800unknown cover
2007*6968unknown cover
2008*409~16% cover
2009*403~25% cover
20101220+
20111081+
20121015+
20131108+
20141136+
20151183+
20161242+
20171248+
2018*420~41% cover1187+
2019846914
20209611054+
20219351003+
2022*165~27% cover*314~42% cover
Variable: imp; granularity: M; date range: 2009-10/2022-05.

Data as CSV: data/consolidated/energy/std/imp/M/imp-M.csv.

Table: monthly grid import; sources: Eddi Enphase meter; max: 196.4
Source: EddiSource: EnphaseSource: meter
DatekWhkWhkWh
2009-10120++++++
2009-11136++++++
2009-12147+++++++
2010-01164++++++++
2010-02116+++++
2010-03113+++++
2010-0477+++
2010-0571+++
2010-0660+++
2010-0757++
2010-0869+++
2010-0990++++
2010-10102+++++
2010-11137++++++
2010-12168++++++++
2011-01137++++++
2011-02107+++++
2011-03113+++++
2011-0470+++
2011-0561+++
2011-0661+++
2011-0762+++
2011-0858++
2011-0978+++
2011-1098+++++
2011-11123++++++
2011-12117+++++
2012-01146+++++++
2012-02118+++++
2012-0396++++
2012-0471+++
2012-0564+++
2012-0639++
2012-0735+
2012-0837+
2012-0976+++
2012-1090++++
2012-11121++++++
2012-12122++++++
2013-01135++++++
2013-0299+++++
2013-03101+++++
2013-0473+++
2013-0552++
2013-0664+++
2013-0741++
2013-0854++
2013-0998+++++
2013-10109+++++
2013-11137++++++
2013-12147+++++++
2014-01163++++++++
2014-02104+++++
2014-03107+++++
2014-0474+++
2014-0567+++
2014-0657++
2014-0745++
2014-0860+++
2014-0980++++
2014-10110+++++
2014-11131++++++
2014-12139+++++++
2015-01156+++++++
2015-02125++++++
2015-03109+++++
2015-0466+++
2015-0567+++
2015-0661+++
2015-0757++
2015-0863+++
2015-0990++++
2015-10100+++++
2015-11143+++++++
2015-12146+++++++
2016-01170++++++++
2016-02124++++++
2016-03127++++++
2016-0480++++
2016-0569+++
2016-0662+++
2016-0761+++
2016-0848++
2016-0988++++
2016-10106+++++
2016-11149+++++++
2016-12158++++++++
2017-01178+++++++++
2017-02132++++++
2017-03110+++++
2017-0469+++
2017-0572+++
2017-0663+++
2017-0764+++
2017-0850++
2017-0991++++
2017-10112+++++
2017-11152+++++++
2017-12156+++++++
2018-01187+++++++++
2018-02144+++++++
2018-03141+++++++
2018-0488++++
2018-0566+++
2018-0656++
2018-0755++
2018-08*17~93% cover30+
2018-0939+48++
2018-1080++++85++++
2018-11132++++++130++++++
2018-12152+++++++153+++++++
2019-01142+++++++143+++++++
2019-0290++++94++++
2019-0384++++92++++
2019-0438+46++
2019-0532+43++
2019-0630+40++
2019-0721+31+
2019-081518
2019-0941++52++
2019-1092++++94++++
2019-11129++++++130++++++
2019-12131++++++131++++++
2020-01178+++++++++180+++++++++
2020-02116+++++120++++++
2020-0375+++85++++
2020-0434+50++
2020-051631+
2020-0623+36+
2020-0727+39+
2020-0821+28+
2020-0958++69+++
2020-10107+++++111+++++
2020-11150+++++++152+++++++
2020-12156+++++++155+++++++
2021-01195+++++++++196++++++++++
2021-02142+++++++147+++++++
2021-0389++++99+++++
2021-0426+37+
2021-0526+36+
2021-0626+34+
2021-071219
2021-0827+32+
2021-0942++48++
2021-1058++62+++
2021-11131++++++132++++++
2021-12159++++++++160++++++++
2022-01158++++++++160++++++++
2022-02*12~21% cover72+++74+++
2022-0379++++53++56++
2022-0435+1418
2022-0539++1621+

Variable exp: grid export

Variable: exp; granularity: Y; date range: 2009/2022.

Data as CSV: data/consolidated/energy/std/exp/Y/exp-Y.csv.

Table: yearly grid export; sources: Eddi Enphase meter; max: 3491.5
Source: EddiSource: EnphaseSource: meter
DatekWhkWhkWh
2009*148~25% cover
20103044++++++++
20113492++++++++++
20123251+++++++++
20133199+++++++++
20143402+++++++++
20153226+++++++++
20163150+++++++++
20173181+++++++++
2018*693~41% cover3170+++++++++
20192706+++++++2778+++++++
20202627+++++++2722+++++++
20212230++++++2299++++++
2022*465~27% cover*497~42% cover
Variable: exp; granularity: M; date range: 2009-10/2022-05.

Data as CSV: data/consolidated/energy/std/exp/M/exp-M.csv.

Table: monthly grid export; sources: Eddi Enphase meter; max: 599.2
Source: EddiSource: EnphaseSource: meter
DatekWhkWhkWh
2009-1091+
2009-1136
2009-1221
2010-0125
2010-0251
2010-03166++
2010-04329+++++
2010-05505++++++++
2010-06579+++++++++
2010-07543+++++++++
2010-08375++++++
2010-09271++++
2010-10142++
2010-1157
2010-1212
2011-0138
2011-0271+
2011-03239+++
2011-04466+++++++
2011-05585+++++++++
2011-06532++++++++
2011-07528++++++++
2011-08480++++++++
2011-09267++++
2011-10187+++
2011-1161+
2011-1236
2012-0147
2012-02113+
2012-03371++++++
2012-04363++++++
2012-05460+++++++
2012-06444+++++++
2012-07471+++++++
2012-08458+++++++
2012-09342+++++
2012-10135++
2012-1162+
2012-1230
2013-0135
2013-0292+
2013-03167++
2013-04400++++++
2013-05454+++++++
2013-06475+++++++
2013-07536++++++++
2013-08568+++++++++
2013-09256++++
2013-10129++
2013-1158
2013-1228
2014-0148
2014-02118+
2014-03286++++
2014-04387++++++
2014-05458+++++++
2014-06553+++++++++
2014-07441+++++++
2014-08596+++++++++
2014-09276++++
2014-10141++
2014-1162+
2014-1235
2015-0149
2015-0285+
2015-03242++++
2015-04438+++++++
2015-05502++++++++
2015-06563+++++++++
2015-07495++++++++
2015-08368++++++
2015-09283++++
2015-10138++
2015-1137
2015-1225
2016-0145
2016-02105+
2016-03221+++
2016-04393++++++
2016-05498++++++++
2016-06404++++++
2016-07511++++++++
2016-08509++++++++
2016-09210+++
2016-10164++
2016-1159
2016-1232
2017-0141
2017-0279+
2017-03244++++
2017-04408++++++
2017-05450+++++++
2017-06545+++++++++
2017-07477+++++++
2017-08472+++++++
2017-09235+++
2017-10142++
2017-1163+
2017-1224
2018-0135
2018-02104+
2018-03167++
2018-04285++++
2018-05553+++++++++
2018-06599++++++++++
2018-07576+++++++++
2018-08*275~93% cover412++++++
2018-09268++++277++++
2018-10114+120+
2018-112830
2018-1278
2019-011618
2019-0288+92+
2019-03170++177++
2019-04338+++++346+++++
2019-05422+++++++433+++++++
2019-06410++++++420+++++++
2019-07465+++++++474+++++++
2019-08440+++++++445+++++++
2019-09238+++238+++
2019-1086+90+
2019-112224
2019-121011
2020-011113
2020-024650
2020-03199+++209+++
2020-04352+++++365++++++
2020-05544+++++++++557+++++++++
2020-06402++++++416++++++
2020-07406++++++418++++++
2020-08335+++++343+++++
2020-09247++++288++++
2020-1064+70+
2020-111518
2020-1259
2021-0156
2021-024448
2021-03136++207+++
2021-04370++++++380++++++
2021-05351+++++361++++++
2021-06383++++++391++++++
2021-07407++++++414++++++
2021-08288++++294++++
2021-09182+++189+++
2021-1062+66+
2021-1122
2021-1200
2022-0101
2022-02*12~21% cover1618
2022-035964+68+
2022-04180+++190+++194+++
2022-05214+++226+++230+++

Variable con: gross in-home electricity consumption

Variable: con; granularity: Y; date range: 2005/2022.

Data as CSV: data/consolidated/energy/std/con/Y/con-Y.csv.

Table: yearly gross in-home electricity consumption; sources: Enphase meter; max: 9700
Source: EnphaseSource: meter
DatekWhkWh
20059700++++++++++
20069700++++++++++
20076968+++++++
20082036++
20091942++
20101554+
20111578+
20121542+
20131659+
20141678+
20151786+
20161831+
20171862+
2018*768~41% cover1998++
20191937+1992++
20202343++2398++
20212119++2205++
2022*1230~42% cover
Variable: con; granularity: M; date range: 2008-01/2022-05.

Data as CSV: data/consolidated/energy/std/con/M/con-M.csv.

Table: monthly gross in-home electricity consumption; sources: Enphase meter; max: 319
Source: EnphaseSource: meter
DatekWhkWh
2008-01214++++++
2008-02195++++++
2008-03187+++++
2008-04165+++++
2008-05146++++
2008-06146++++
2008-07139++++
2008-08147++++
2008-09152++++
2008-10160+++++
2008-11191+++++
2008-12210++++++
2009-01214++++++
2009-02178+++++
2009-03177+++++
2009-04149++++
2009-05147++++
2009-06130++++
2009-07163+++++
2009-08143++++
2009-09154++++
2009-10155++++
2009-11161+++++
2009-12169+++++
2010-01181+++++
2010-02141++++
2010-03154++++
2010-04126+++
2010-05129++++
2010-06132++++
2010-07112+++
2010-08124+++
2010-09141++++
2010-10135++++
2010-11163+++++
2010-12181+++++
2011-01159++++
2011-02132++++
2011-03158++++
2011-04122+++
2011-05124+++
2011-06120+++
2011-07122+++
2011-08103+++
2011-09123+++
2011-10134++++
2011-11149++++
2011-12136++++
2012-01174+++++
2012-02153++++
2012-03139++++
2012-04117+++
2012-05128++++
2012-06103+++
2012-0799+++
2012-0893++
2012-09126+++
2012-10119+++
2012-11149++++
2012-12142++++
2013-01155++++
2013-02124+++
2013-03147++++
2013-04127+++
2013-05122+++
2013-06143++++
2013-07106+++
2013-08106+++
2013-09151++++
2013-10141++++
2013-11167+++++
2013-12170+++++
2014-01190+++++
2014-02131++++
2014-03162+++++
2014-04123+++
2014-05136++++
2014-06135++++
2014-07100+++
2014-08114+++
2014-09130++++
2014-10143++++
2014-11155++++
2014-12159++++
2015-01181+++++
2015-02155++++
2015-03161+++++
2015-04143++++
2015-05148++++
2015-06140++++
2015-07129++++
2015-08114+++
2015-09147++++
2015-10140++++
2015-11168+++++
2015-12168+++++
2016-01196++++++
2016-02160+++++
2016-03180+++++
2016-04143++++
2016-05147++++
2016-06132++++
2016-07135++++
2016-08102+++
2016-09132++++
2016-10146++++
2016-11179+++++
2016-12180+++++
2017-01207++++++
2017-02163+++++
2017-03166+++++
2017-04143++++
2017-05149++++
2017-06139++++
2017-07147++++
2017-0897+++
2017-09143++++
2017-10150++++
2017-11179+++++
2017-12178+++++
2018-01214++++++
2018-02186+++++
2018-03190+++++
2018-0493++
2018-05160+++++
2018-06137++++
2018-07139++++
2018-08*76~93% cover107+++
2018-09154++++159++++
2018-10166+++++172+++++
2018-11183+++++182+++++
2018-12189+++++194++++++
2019-01192++++++198++++++
2019-02159++++164+++++
2019-03189+++++196++++++
2019-04145++++150++++
2019-05168+++++171+++++
2019-06158++++161+++++
2019-07146++++150++++
2019-0897+++100+++
2019-09155++++172+++++
2019-10169+++++173+++++
2019-11182+++++187+++++
2019-12175+++++179+++++
2020-01225+++++++230+++++++
2020-02192++++++197++++++
2020-03207++++++213++++++
2020-04215++++++218++++++
2020-05212++++++217++++++
2020-06192++++++196++++++
2020-07184+++++189+++++
2020-08146++++151++++
2020-09182+++++157++++
2020-10188+++++192++++++
2020-11205++++++210++++++
2020-12195++++++195++++++
2021-01239+++++++243+++++++
2021-02220++++++226+++++++
2021-03220++++++165+++++
2021-04164+++++168+++++
2021-05160+++++166+++++
2021-06149++++152++++
2021-07132++++136++++
2021-08134++++138++++
2021-09158++++168+++++
2021-10163+++++174+++++
2021-11195++++++210++++++
2021-12185+++++199++++++
2022-01209++++++225+++++++
2022-02168+++++189+++++
2022-03281++++++++302+++++++++
2022-04269++++++++286++++++++
2022-05303+++++++++319++++++++++

Variable conexDHW: gross in-home electricity consumption excluding DHW

(Formula for synth: meter.con-Eddi.h1)

Variable: conexDHW; granularity: Y; date range: 2008/2022.

Data as CSV: data/consolidated/energy/std/conexDHW/Y/conexDHW-Y.csv.

Table: yearly gross in-home electricity consumption excluding DHW; sources: synth; max: 2365
Source: synth
DatekWh
20082052++++++++
20091940++++++++
20101719+++++++
20111582++++++
20121542++++++
20131659+++++++
20141678+++++++
20151794+++++++
20161832+++++++
20171861+++++++
20181933++++++++
20192001++++++++
20202365++++++++++
20212145+++++++++
2022*983~35% cover
Variable: conexDHW; granularity: M; date range: 2008-01/2022-05.

Data as CSV: data/consolidated/energy/std/conexDHW/M/conexDHW-M.csv.

Table: monthly gross in-home electricity consumption excluding DHW; sources: synth; max: 243
Source: synth
DatekWh
2008-01214++++++++
2008-02195++++++++
2008-03187+++++++
2008-04165++++++
2008-05146++++++
2008-06146++++++
2008-07139+++++
2008-08147++++++
2008-09152++++++
2008-10160++++++
2008-11191+++++++
2008-12210++++++++
2009-01214++++++++
2009-02178+++++++
2009-03177+++++++
2009-04149++++++
2009-05147++++++
2009-06130+++++
2009-07163++++++
2009-08143+++++
2009-09154++++++
2009-10155++++++
2009-11161++++++
2009-12169++++++
2010-01181+++++++
2010-02141+++++
2010-03154++++++
2010-04126+++++
2010-05129+++++
2010-06132+++++
2010-07112++++
2010-08124+++++
2010-09141+++++
2010-10135+++++
2010-11163++++++
2010-12181+++++++
2011-01159++++++
2011-02132+++++
2011-03158++++++
2011-04122+++++
2011-05124+++++
2011-06120++++
2011-07122+++++
2011-08103++++
2011-09123+++++
2011-10134+++++
2011-11149++++++
2011-12136+++++
2012-01174+++++++
2012-02153++++++
2012-03139+++++
2012-04117++++
2012-05128+++++
2012-06103++++
2012-0799++++
2012-0893+++
2012-09126+++++
2012-10119++++
2012-11149++++++
2012-12142+++++
2013-01155++++++
2013-02124+++++
2013-03147++++++
2013-04127+++++
2013-05122+++++
2013-06143+++++
2013-07106++++
2013-08106++++
2013-09151++++++
2013-10141+++++
2013-11167++++++
2013-12170++++++
2014-01190+++++++
2014-02131+++++
2014-03162++++++
2014-04123+++++
2014-05136+++++
2014-06135+++++
2014-07100++++
2014-08114++++
2014-09130+++++
2014-10143+++++
2014-11155++++++
2014-12159++++++
2015-01181+++++++
2015-02155++++++
2015-03161++++++
2015-04143+++++
2015-05148++++++
2015-06140+++++
2015-07129+++++
2015-08114++++
2015-09147++++++
2015-10140+++++
2015-11168++++++
2015-12168++++++
2016-01196++++++++
2016-02160++++++
2016-03180+++++++
2016-04143+++++
2016-05147++++++
2016-06132+++++
2016-07135+++++
2016-08102++++
2016-09132+++++
2016-10146++++++
2016-11179+++++++
2016-12180+++++++
2017-01207++++++++
2017-02163++++++
2017-03166++++++
2017-04143+++++
2017-05149++++++
2017-06139+++++
2017-07147++++++
2017-0897+++
2017-09143+++++
2017-10150++++++
2017-11179+++++++
2017-12178+++++++
2018-01214++++++++
2018-02186+++++++
2018-03190+++++++
2018-0493+++
2018-05160++++++
2018-06137+++++
2018-07139+++++
2018-08107++++
2018-09159++++++
2018-10172+++++++
2018-11182+++++++
2018-12194+++++++
2019-01198++++++++
2019-02164++++++
2019-03196++++++++
2019-04150++++++
2019-05171+++++++
2019-06161++++++
2019-07150++++++
2019-08100++++
2019-09172+++++++
2019-10173+++++++
2019-11187+++++++
2019-12179+++++++
2020-01230+++++++++
2020-02197++++++++
2020-03213++++++++
2020-04218++++++++
2020-05217++++++++
2020-06196++++++++
2020-07189+++++++
2020-08151++++++
2020-09157++++++
2020-10192+++++++
2020-11210++++++++
2020-12195++++++++
2021-01243++++++++++
2021-02226+++++++++
2021-03165++++++
2021-04168++++++
2021-05166++++++
2021-06152++++++
2021-07136+++++
2021-08138+++++
2021-09168++++++
2021-10174+++++++
2021-11210++++++++
2021-12199++++++++
2022-01225+++++++++
2022-02*189~21% cover
2022-03213++++++++
2022-04163++++++
2022-05193+++++++

Variable net: net grid imports

(Formula for synth: meter.imp-meter.exp)

Variable: net; granularity: Y; date range: 2009/2022.

Data as CSV: data/consolidated/energy/std/net/Y/net-Y.csv.

Table: yearly net grid imports; sources: synth; max: 254.8
Source: synth
DatekWh
2009*255~25% cover
2010-1830
2011-2406
2012-2279
2013-2089
2014-2266
2015-2043
2016-1908
2017-1933
2018-1984
2019-1854
2020-1700
2021-1356
2022*-181
Variable: net; granularity: M; date range: 2009-10/2022-05.

Data as CSV: data/consolidated/energy/std/net/M/net-M.csv.

Table: monthly net grid imports; sources: synth; max: 190.6
Source: synth
DatekWh
2009-1029+
2009-11100+++++
2009-12126++++++
2010-01139+++++++
2010-0265+++
2010-03-53
2010-04-252
2010-05-434
2010-06-518
2010-07-486
2010-08-305
2010-09-181
2010-10-40
2010-1179++++
2010-12156++++++++
2011-0199+++++
2011-0236+
2011-03-126
2011-04-396
2011-05-524
2011-06-471
2011-07-465
2011-08-422
2011-09-190
2011-10-89
2011-1162+++
2011-1280++++
2012-0198+++++
2012-024
2012-03-274
2012-04-292
2012-05-396
2012-06-404
2012-07-436
2012-08-420
2012-09-265
2012-10-45
2012-1159+++
2012-1292++++
2013-01100+++++
2013-027
2013-03-66
2013-04-327
2013-05-402
2013-06-411
2013-07-495
2013-08-514
2013-09-158
2013-10-20
2013-1178++++
2013-12120++++++
2014-01114+++++
2014-02-14
2014-03-179
2014-04-314
2014-05-392
2014-06-496
2014-07-396
2014-08-536
2014-09-196
2014-10-31
2014-1169+++
2014-12105+++++
2015-01106+++++
2015-0240++
2015-03-133
2015-04-373
2015-05-435
2015-06-502
2015-07-438
2015-08-306
2015-09-193
2015-10-37
2015-11106+++++
2015-12121++++++
2016-01125++++++
2016-0220+
2016-03-94
2016-04-312
2016-05-429
2016-06-342
2016-07-450
2016-08-461
2016-09-122
2016-10-58
2016-1190++++
2016-12126++++++
2017-01137+++++++
2017-0254++
2017-03-134
2017-04-339
2017-05-379
2017-06-482
2017-07-413
2017-08-422
2017-09-144
2017-10-30
2017-1188++++
2017-12132++++++
2018-01152+++++++
2018-0239++
2018-03-26
2018-04-197
2018-05-487
2018-06-543
2018-07-521
2018-08-382
2018-09-229
2018-10-35
2018-1199+++++
2018-12145+++++++
2019-01125++++++
2019-022
2019-03-85
2019-04-300
2019-05-390
2019-06-380
2019-07-444
2019-08-427
2019-09-185
2019-104
2019-11106+++++
2019-12120++++++
2020-01167++++++++
2020-0270+++
2020-03-124
2020-04-315
2020-05-526
2020-06-380
2020-07-379
2020-08-315
2020-09-219
2020-1041++
2020-11134+++++++
2020-12147+++++++
2021-01191++++++++++
2021-0299+++++
2021-03-107
2021-04-344
2021-05-324
2021-06-358
2021-07-395
2021-08-262
2021-09-140
2021-10-4
2021-11130++++++
2021-12160++++++++
2022-01159++++++++
2022-0256++
2022-03-12
2022-04-176
2022-05-209

Variable gen: total grid-tied PV generation

Variable: gen; granularity: Y; date range: 2008/2022.

Data as CSV: data/consolidated/energy/std/gen/Y/gen-Y.csv.

Table: yearly total grid-tied PV generation; sources: Enphase meter SunnyBeam; max: 4084.42
Source: EnphaseSource: meterSource: SunnyBeam
DatekWhkWhkWh
2008*915~92% cover*890~85% cover
20092956+++++++2907+++++++
20103547++++++++3483++++++++
20113988+++++++++3922+++++++++
20123778+++++++++3713+++++++++
20133750+++++++++3688+++++++++
20143944+++++++++3882+++++++++
20153829+++++++++3767+++++++++
20163703+++++++++3677+++++++++
20173794+++++++++3737+++++++++
2018*1069~41% cover3928+++++++++3931+++++++++
20193871+++++++++3856+++++++++3801+++++++++
20204084+++++++++4070+++++++++4021+++++++++
20213514++++++++3501++++++++3449++++++++
2022*1509~42% cover*1501~42% cover*1993~49% cover
Variable: gen; granularity: M; date range: 2008-02/2022-06.

Data as CSV: data/consolidated/energy/std/gen/M/gen-M.csv.

Table: monthly total grid-tied PV generation; sources: Enphase meter SunnyBeam; max: 747.135
Source: EnphaseSource: meterSource: SunnyBeam
DatekWhkWhkWh
2008-024*4~14% cover
2008-037069
2008-04108+106+
2008-05135+134+
2008-06160++158++
2008-07161++146+
2008-08104+102+
2008-0985+84+
2008-105353
2008-111818
2008-121717
2009-012323
2009-027370
2009-03254+++248+++
2009-04356++++350++++
2009-05458++++++453++++++
2009-06485++++++480++++++
2009-07447+++++437+++++
2009-08374+++++375+++++
2009-09256+++250+++
2009-10126+122+
2009-116259
2009-124341
2010-014241
2010-0276+72
2010-03207++201++
2010-04378+++++372++++
2010-05564+++++++556+++++++
2010-06650++++++++640++++++++
2010-07598++++++++595+++++++
2010-08430+++++421+++++
2010-09318++++310++++
2010-10176++171++
2010-1184+80+
2010-122525
2011-016058
2011-0296+92+
2011-03284+++277+++
2011-04518++++++512++++++
2011-05648++++++++642++++++++
2011-06590+++++++582+++++++
2011-07587+++++++580+++++++
2011-08525+++++++463++++++
2011-09313++++361++++
2011-10223++217++
2011-1187+84+
2011-125755
2012-0175+72
2012-02148+144+
2012-03371++++363++++
2012-04409+++++403+++++
2012-05524+++++++515++++++
2012-06508++++++501++++++
2012-07534+++++++527+++++++
2012-08514++++++507++++++
2012-09391+++++385+++++
2012-10164++159++
2012-1190+87+
2012-125048
2013-015552
2013-02119+115+
2013-03213++206++
2013-04454++++++447+++++
2013-05524+++++++517++++++
2013-06554+++++++548+++++++
2013-07601++++++++673+++++++++
2013-08621++++++++537+++++++
2013-09309++++302++++
2013-10161++156++
2013-1189+85+
2013-125048
2014-0176+73
2014-02145+141+
2014-03341++++334++++
2014-04437+++++430+++++
2014-05528+++++++520++++++
2014-06631++++++++624++++++++
2014-07496++++++630++++++++
2014-08650++++++++506++++++
2014-09326++++319++++
2014-10175++169++
2014-1186+83+
2014-125453
2015-017571
2015-02115+111+
2015-03294+++288+++
2015-04507++++++499++++++
2015-05583+++++++577+++++++
2015-06642++++++++637++++++++
2015-07567+++++++560+++++++
2015-08420+++++414+++++
2015-09340++++334++++
2015-10178++172++
2015-116260
2015-124644
2016-017169
2016-02105+136+
2016-03273+++267+++
2016-04455++++++448++++++
2016-05576+++++++567+++++++
2016-06474++++++469++++++
2016-07585+++++++578+++++++
2016-08563+++++++526+++++++
2016-09254+++281+++
2016-10205++200++
2016-1188+86+
2016-125451
2017-017168
2017-02109+106+
2017-03300++++295+++
2017-04482++++++474++++++
2017-05528+++++++521++++++
2017-06622++++++++617++++++++
2017-07560+++++++554+++++++
2017-08519++++++478++++++
2017-09287+++317++++
2017-10180++175++
2017-1191+88+
2017-124644
2018-016260
2018-02147+142+
2018-03216++212++
2018-04290+++344++++
2018-05647++++++++641++++++++
2018-06689+++++++++677+++++++++
2018-07663++++++++661++++++++
2018-08*339~93% cover489++++++481++++++
2018-09390+++++388+++++383+++++
2018-10207++206++202++
2018-1185+82+82+
2018-12484947
2019-01737270
2019-02163++162++159++
2019-03282+++281+++275+++
2019-04452++++++450++++++443+++++
2019-05565+++++++562+++++++556+++++++
2019-06544+++++++542+++++++536+++++++
2019-07596+++++++594+++++++589+++++++
2019-08529+++++++527+++++++521++++++
2019-09358++++357++++352++++
2019-10170++169++165++
2019-1181+81+78+
2019-12585856
2020-01646362
2020-02128+130+123+
2020-03339++++337++++331++++
2020-04540+++++++536+++++++532+++++++
2020-05747++++++++++743+++++++++740+++++++++
2020-06578+++++++576+++++++571+++++++
2020-07570+++++++568+++++++563+++++++
2020-08466++++++464++++++460++++++
2020-09378+++++376+++++371++++
2020-10152++151++148+
2020-1175+76+73
2020-12484847
2021-01535351
2021-02127+127+123+
2021-03274+++273+++267+++
2021-04515++++++512++++++506++++++
2021-05492++++++490++++++483++++++
2021-06512++++++510++++++505++++++
2021-07533+++++++531+++++++526+++++++
2021-08401+++++400+++++394+++++
2021-09309++++308++++303++++
2021-10179++179++174++
2021-1181+80+78+
2021-12394039
2022-01676665
2022-02132+132+128+
2022-03315++++313++++304++++
2022-04464++++++461++++++455++++++
2022-05532+++++++528+++++++523++++++
2022-06*519~89% cover
Variable: gen; granularity: D; date range: 2008-02-26/2022-06-25.

Data as CSV: data/consolidated/energy/std/gen/D/gen-D.csv.

Variable geno: off-grid primary PV generation

Variable: geno; granularity: Y; date range: 2016/2022.

Data as CSV: data/consolidated/energy/std/geno/Y/geno-Y.csv.

Table: yearly off-grid primary PV generation; sources: SSMPPT; max: 99.2
Source: SSMPPT
DatekWh
2016*40.0~38% cover
201799.2++++++++++
201883.0++++++++
201966.7++++++
202062.2++++++
202182.1++++++++
2022*46.2~49% cover
Variable: geno; granularity: M; date range: 2016-08/2022-06.

Data as CSV: data/consolidated/energy/std/geno/M/geno-M.csv.

Table: monthly off-grid primary PV generation; sources: SSMPPT; max: 15
Source: SSMPPT
DatekWh
2016-08*7.2~61% cover
2016-0911.3+++++++
2016-1010.5+++++++
2016-116.0++++
2016-125.0+++
2017-015.7+++
2017-026.2++++
2017-0312.6++++++++
2017-0412.8++++++++
2017-0511.4+++++++
2017-0611.4+++++++
2017-0711.0+++++++
2017-089.9++++++
2017-097.1++++
2017-105.4+++
2017-113.7++
2017-122.0+
2018-012.1+
2018-022.9+
2018-034.5+++
2018-046.2++++
2018-059.5++++++
2018-0613.2++++++++
2018-0715.0++++++++++
2018-0810.8+++++++
2018-097.8+++++
2018-105.4+++
2018-113.1++
2018-122.5+
2019-013.5++
2019-024.2++
2019-035.7+++
2019-047.4++++
2019-057.0++++
2019-067.6+++++
2019-078.7+++++
2019-087.0++++
2019-097.1++++
2019-103.8++
2019-112.6+
2019-122.1+
2020-012.3+
2020-023.6++
2020-035.2+++
2020-047.7+++++
2020-058.5+++++
2020-067.0++++
2020-076.8++++
2020-085.9+++
2020-095.4+++
2020-103.9++
2020-113.0++
2020-122.9+
2021-013.0++
2021-023.3++
2021-034.3++
2021-049.2++++++
2021-059.1++++++
2021-068.7+++++
2021-079.9++++++
2021-088.9+++++
2021-099.8++++++
2021-108.4+++++
2021-115.2+++
2021-122.3+
2022-014.4++
2022-025.5+++
2022-037.9+++++
2022-0410.2++++++
2022-0510.0++++++
2022-06*8.2~89% cover
Variable: geno; granularity: D; date range: 2016-08-15/2022-06-25.

Data as CSV: data/consolidated/energy/std/geno/D/geno-D.csv.

Variable battc: grid-tied battery charge

Variable: battc; granularity: Y; date range: 2018/2022.

Data as CSV: data/consolidated/energy/std/battc/Y/battc-Y.csv.

Table: yearly grid-tied battery charge; sources: Enphase; max: 490.213
Source: Enphase
DatekWh
2018*163~41% cover
2019431++++++++
2020451+++++++++
2021490++++++++++
2022*365~42% cover
Variable: battc; granularity: M; date range: 2018-08/2022-05.

Data as CSV: data/consolidated/energy/std/battc/M/battc-M.csv.

Table: monthly grid-tied battery charge; sources: Enphase; max: 97.163
Source: Enphase
DatekWh
2018-08*26.0~93% cover
2018-0944.8++++
2018-1042.3++++
2018-1129.8+++
2018-1220.0++
2019-0127.1++
2019-0234.8+++
2019-0346.0++++
2019-0440.6++++
2019-0540.6++++
2019-0635.3+++
2019-0736.1+++
2019-0832.6+++
2019-0945.7++++
2019-1040.7++++
2019-1128.5++
2019-1223.4++
2020-0121.2++
2020-0234.2+++
2020-0344.9++++
2020-0447.1++++
2020-0546.5++++
2020-0645.0++++
2020-0745.2++++
2020-0842.8++++
2020-0943.8++++
2020-1037.7+++
2020-1124.8++
2020-1217.6+
2021-0114.4+
2021-0228.4++
2021-0344.5++++
2021-0443.7++++
2021-0543.8++++
2021-0637.4+++
2021-0738.3+++
2021-0841.0++++
2021-0957.1+++++
2021-1066.4++++++
2021-1150.9+++++
2021-1224.4++
2022-0141.8++++
2022-0274.6+++++++
2022-0397.2++++++++++
2022-0472.5+++++++
2022-0579.0++++++++

Variable battd: grid-tied battery discharge

Variable: battd; granularity: Y; date range: 2018/2022.

Data as CSV: data/consolidated/energy/std/battd/Y/battd-Y.csv.

Table: yearly grid-tied battery discharge; sources: Enphase; max: 389.84
Source: Enphase
DatekWh
2018*135~41% cover
2019358+++++++++
2020375+++++++++
2021390++++++++++
2022*269~42% cover
Variable: battd; granularity: M; date range: 2018-08/2022-05.

Data as CSV: data/consolidated/energy/std/battd/M/battd-M.csv.

Table: monthly grid-tied battery discharge; sources: Enphase; max: 74.289
Source: Enphase
DatekWh
2018-08*20.9~93% cover
2018-0938.3+++++
2018-1035.8++++
2018-1124.3+++
2018-1215.4++
2019-0121.6++
2019-0228.8+++
2019-0338.0+++++
2019-0434.0++++
2019-0533.9++++
2019-0629.4+++
2019-0730.0++++
2019-0827.1+++
2019-0939.2+++++
2019-1034.0++++
2019-1123.2+++
2019-1218.4++
2020-0116.3++
2020-0228.2+++
2020-0337.3+++++
2020-0439.9+++++
2020-0539.1+++++
2020-0638.2+++++
2020-0737.9+++++
2020-0836.6++++
2020-0937.2+++++
2020-1031.3++++
2020-1119.7++
2020-1213.2+
2021-0110.3+
2021-0223.1+++
2021-0337.1++++
2021-0436.0++++
2021-0536.7++++
2021-0631.5++++
2021-0732.2++++
2021-0834.6++++
2021-0946.9++++++
2021-1054.9+++++++
2021-1135.4++++
2021-1211.2+
2022-0126.2+++
2022-0255.1+++++++
2022-0374.3++++++++++
2022-0453.7+++++++
2022-0559.6++++++++

Variable h1d: DHW heater 1 diversion from PV

Variable: h1d; granularity: Y; date range: 2022/2022.

Data as CSV: data/consolidated/energy/std/h1d/Y/h1d-Y.csv.

Table: yearly DHW heater 1 diversion from PV; sources: Eddi; max: 319.755
Source: Eddi
DatekWh
2022*320~27% cover
Variable: h1d; granularity: M; date range: 2022-02/2022-05.

Data as CSV: data/consolidated/energy/std/h1d/M/h1d-M.csv.

Table: monthly DHW heater 1 diversion from PV; sources: Eddi; max: 122.223
Source: Eddi
DatekWh
2022-02*0~21% cover
2022-0378++++++
2022-04119+++++++++
2022-05122++++++++++

Variable h1b: DHW heater 1 boost from grid

Variable: h1b; granularity: Y; date range: 2022/2022.

Data as CSV: data/consolidated/energy/std/h1b/Y/h1b-Y.csv.

Table: yearly DHW heater 1 boost from grid; sources: Eddi; max: 18.207
Source: Eddi
DatekWh
2022*18.2~27% cover
Variable: h1b; granularity: M; date range: 2022-02/2022-05.

Data as CSV: data/consolidated/energy/std/h1b/M/h1b-M.csv.

Table: monthly DHW heater 1 boost from grid; sources: Eddi; max: 11.26
Source: Eddi
DatekWh
2022-02*0.0~21% cover
2022-0311.3++++++++++
2022-043.5+++
2022-053.5+++

Variable h1: DHW heater 1 all

Variable: h1; granularity: Y; date range: 2022/2022.

Data as CSV: data/consolidated/energy/std/h1/Y/h1-Y.csv.

Table: yearly DHW heater 1 all; sources: Eddi; max: 337.962
Source: Eddi
DatekWh
2022*338~27% cover
Variable: h1; granularity: M; date range: 2022-02/2022-05.

Data as CSV: data/consolidated/energy/std/h1/M/h1-M.csv.

Table: monthly DHW heater 1 all; sources: Eddi; max: 125.692
Source: Eddi
DatekWh
2022-02*0~21% cover
2022-0389+++++++
2022-04123+++++++++
2022-05126++++++++++

Variable heat: DHW heater 1 all plus gas

(Formula for synth: Eddi.h1+meter.gas)

Variable: heat; granularity: Y; date range: 2008/2022.

Data as CSV: data/consolidated/energy/std/heat/Y/heat-Y.csv.

Table: yearly DHW heater 1 all plus gas; sources: synth; max: 8882
Source: synth
DatekWh
20088882++++++++++
20096203++++++
20105783++++++
20113937++++
20123615++++
20133958++++
20142998+++
20152860+++
20163851++++
20173431+++
20183792++++
20193048+++
20202812+++
20213445+++
2022*1647~35% cover
Variable: heat; granularity: M; date range: 2008-01/2022-05.

Data as CSV: data/consolidated/energy/std/heat/M/heat-M.csv.

Table: monthly DHW heater 1 all plus gas; sources: synth; max: 1449
Source: synth
DatekWh
2008-011418+++++++++
2008-021449++++++++++
2008-031323+++++++++
2008-04882++++++
2008-05290++
2008-06264+
2008-07204+
2008-08230+
2008-09271+
2008-10529+++
2008-11828+++++
2008-121194++++++++
2009-011285++++++++
2009-021046+++++++
2009-03778+++++
2009-04265+
2009-05226+
2009-06144
2009-07203+
2009-08166+
2009-09189+
2009-10300++
2009-11558+++
2009-121043+++++++
2010-011233++++++++
2010-02920++++++
2010-03694++++
2010-04213+
2010-05180+
2010-06156+
2010-07133
2010-08148+
2010-09180+
2010-10241+
2010-11654++++
2010-121031+++++++
2011-01816+++++
2011-02574+++
2011-03518+++
2011-04181+
2011-05176+
2011-06166+
2011-07155+
2011-08105
2011-09163+
2011-10170+
2011-11347++
2011-12566+++
2012-01669++++
2012-02653++++
2012-03238+
2012-04147+
2012-05174+
2012-06148+
2012-07125
2012-08101
2012-09165+
2012-10152+
2012-11366++
2012-12677++++
2013-01754+++++
2013-02792+++++
2013-03721++++
2013-04330++
2013-05138
2013-06136
2013-0791
2013-0858
2013-09117
2013-10102
2013-11301++
2013-12418++
2014-01532+++
2014-02461+++
2014-03365++
2014-04137
2014-05132
2014-06116
2014-0785
2014-0883
2014-0999
2014-10121
2014-11282+
2014-12585++++
2015-01606++++
2015-02525+++
2015-03352++
2015-04132
2015-05132
2015-06112
2015-0798
2015-0885
2015-09113
2015-10123
2015-11297++
2015-12285+
2016-01593++++
2016-02561+++
2016-03497+++
2016-04192+
2016-05141
2016-06110
2016-07126
2016-0875
2016-09103
2016-10201+
2016-11599++++
2016-12653++++
2017-01867+++++
2017-02497+++
2017-03357++
2017-04117
2017-05142
2017-06109
2017-07105
2017-0860
2017-09113
2017-10101
2017-11344++
2017-12619++++
2018-01585++++
2018-02746+++++
2018-03559+++
2018-04137
2018-05131
2018-06103
2018-0790
2018-0854
2018-09100
2018-10208+
2018-11451+++
2018-12628++++
2019-01748+++++
2019-02519+++
2019-03344++
2019-04138
2019-05120
2019-06108
2019-07102
2019-0848
2019-09106
2019-1094
2019-11228+
2019-12493+++
2020-01487+++
2020-02434++
2020-03359++
2020-04171+
2020-05163+
2020-06145
2020-07125
2020-0876
2020-09119
2020-10137
2020-11162+
2020-12434++
2021-01592++++
2021-02464+++
2021-03450+++
2021-04167+
2021-05141
2021-06127
2021-07116
2021-08109
2021-09119
2021-10138
2021-11446+++
2021-12576+++
2022-01676++++
2022-02*441~21% cover
2022-03249+
2022-04134
2022-05146+