Earth Notes: 16WW Energy Series Dataset

Auto-updated 2022-05-21.
By Damon Hart-Davis.

Energy series of electricity and gas 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

Machine-readable data summaries.
Import and export from meter reads, Enphase, eddi.
Gas (import) from meter reads and Loop.
PV gen from meter reads, Enphase, SunnyBeam.
Off-grid energy stats.

Coming soon:

Divert/boost for DHW via eddi.
Total heat (gas+eddi).

Not in this dataset:

Implied carbon footprint.

Notes

Supply meters are calibrated and their readings can be regarded as the 'official' energy consumption/flow view where available.
Supply meter readings are usually taken about 6pm local time on Mondays and the last day of each month, so offset ~6h from (UTC) day/month end.
There were lots of supply meter changes before 2010, but since then there has been unbroken service from the current supply meter set.

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: 2022-04-30T18:36:43Z
date modified: 2022-05
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

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

Nominally-available variables:

gas: gas import
imp: grid import
exp: grid export
con: gross in-home electricity consumption
gen: total grid-tied PV generation
gen1: PV meter 1 generation
gen2: PV meter 2 generation
geno: off-grid primary PV generation
h1d: DHW heater 1 diversion from PV
h1b: DHW heater 1 boost from grid

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: Loop		Source: meter
Date	kWh		kWh
2007			*9000	unknown cover
2008			8883	+++++++++
2009			6201	++++++
2010			5784	++++++
2011			3937	++++
2012			3707	++++
2013			3859	++++
2014			2997	+++
2015			2862	+++
2016	*3267	~92% cover	3851	++++
2017	3423	+++	3429	+++
2018	3680	++++	3806	++++
2019	2888	+++	3157	+++
2020	*2077	~75% cover	2899	+++
2021			3379	+++

Variable: gas; granularity: M; date range: 2008-01/2022-04.

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

Table: monthly gas import; sources: Loop meter; max: 1449
	Source: Loop		Source: meter
Date	kWh		kWh
2008-01			1418	+++++++++
2008-02			1449	++++++++++
2008-03			1323	+++++++++
2008-04			882	++++++
2008-05			290	++
2008-06			264	+
2008-07			204	+
2008-08			230	+
2008-09			271	+
2008-10			529	+++
2008-11			828	+++++
2008-12			1194	++++++++
2009-01			1285	++++++++
2009-02			1046	+++++++
2009-03			778	+++++
2009-04			265	+
2009-05			226	+
2009-06			144
2009-07			203	+
2009-08			166	+
2009-09			189	+
2009-10			300	++
2009-11			558	+++
2009-12			1043	+++++++
2010-01			1233	++++++++
2010-02			920	++++++
2010-03			694	++++
2010-04			213	+
2010-05			180	+
2010-06			156	+
2010-07			133
2010-08			148	+
2010-09			180	+
2010-10			241	+
2010-11			654	++++
2010-12			1031	+++++++
2011-01			816	+++++
2011-02			574	+++
2011-03			518	+++
2011-04			181	+
2011-05			176	+
2011-06			166	+
2011-07			155	+
2011-08			105
2011-09			163	+
2011-10			170	+
2011-11			347	++
2011-12			566	+++
2012-01			669	++++
2012-02			653	++++
2012-03			238	+
2012-04			147	+
2012-05			174	+
2012-06			148	+
2012-07			125
2012-08			101
2012-09			165	+
2012-10			152	+
2012-11			366	++
2012-12			677	++++
2013-01			754	+++++
2013-02			792	+++++
2013-03			721	++++
2013-04			330	++
2013-05			138
2013-06			136
2013-07			91
2013-08			58
2013-09			117
2013-10			102
2013-11			301	++
2013-12			418	++
2014-01			532	+++
2014-02			461	+++
2014-03			365	++
2014-04			137
2014-05			132
2014-06			116
2014-07			85
2014-08			83
2014-09			99
2014-10			121
2014-11			282	+
2014-12			585	++++
2015-01			606	++++
2015-02			525	+++
2015-03			352	++
2015-04			132
2015-05			132
2015-06			112
2015-07			98
2015-08			85
2015-09			113
2015-10			123
2015-11			297	++
2015-12			285	+
2016-01			593	++++
2016-02	565	+++	561	+++
2016-03	491	+++	497	+++
2016-04	191	+	192	+
2016-05	141		141
2016-06	110		110
2016-07	125		126
2016-08	75		75
2016-09	107		103
2016-10	197	+	201	+
2016-11	609	++++	599	++++
2016-12	654	++++	653	++++
2017-01	852	+++++	867	+++++
2017-02	492	+++	497	+++
2017-03	357	++	357	++
2017-04	117		117
2017-05	143		142
2017-06	109		109
2017-07	105		105
2017-08	60		60
2017-09	113		113
2017-10	101		101
2017-11	345	++	344	++
2017-12	628	++++	619	++++
2018-01	587	++++	585	++++
2018-02	749	+++++	746	+++++
2018-03	551	+++	559	+++
2018-04	137		137
2018-05	131		131
2018-06	103		103
2018-07	31		90
2018-08	40		54
2018-09	100		100
2018-10	212	+	208	+
2018-11	462	+++	451	+++
2018-12	576	+++	628	++++
2019-01	752	+++++	748	+++++
2019-02	509	+++	519	+++
2019-03	84		344	++
2019-04	133		138
2019-05	120		120
2019-06	108		108
2019-07	102		102
2019-08	50		48
2019-09	104		106
2019-10	94		94
2019-11	343	++	228	+
2019-12	491	+++	493	+++
2020-01	487	+++	487	+++
2020-02	435	++	434	++
2020-03	355	++	359	++
2020-04	174	+	171	+
2020-05	162	+	163	+
2020-06	142		145
2020-07	125		125
2020-08	77		76
2020-09	120		119
2020-10			137
2020-11			162	+
2020-12			434	++
2021-01			592	++++
2021-02			464	+++
2021-03			450	+++
2021-04			167	+
2021-05			141
2021-06			127
2021-07			116
2021-08			109
2021-09			119
2021-10			138
2021-11			446	+++
2021-12			576	+++
2022-01			676	++++
2022-02			441	+++
2022-03			160	+
2022-04			12

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: Eddi		Source: Enphase		Source: meter
Date	kWh		kWh		kWh
2005					*9800	unknown cover
2006					*9800	unknown cover
2007					*6968	unknown cover
2008					*409	~16% cover
2009					*403	~25% cover
2010					1220	+
2011					1081	+
2012					1015	+
2013					1108	+
2014					1136	+
2015					1183	+
2016					1242	+
2017					1248	+
2018			*420	~41% cover	1187	+
2019			846		914
2020			961		1054	+
2021			935		1003	+
2022	*126	~18% cover	*297	~33% cover

Variable: imp; granularity: M; date range: 2009-10/2022-04.

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

Table: monthly grid import; sources: Eddi Enphase meter; max: 196.4
	Source: Eddi		Source: Enphase		Source: meter
Date	kWh		kWh		kWh
2009-10					120	++++++
2009-11					136	++++++
2009-12					147	+++++++
2010-01					164	++++++++
2010-02					116	+++++
2010-03					113	+++++
2010-04					77	+++
2010-05					71	+++
2010-06					60	+++
2010-07					57	++
2010-08					69	+++
2010-09					90	++++
2010-10					102	+++++
2010-11					137	++++++
2010-12					168	++++++++
2011-01					137	++++++
2011-02					107	+++++
2011-03					113	+++++
2011-04					70	+++
2011-05					61	+++
2011-06					61	+++
2011-07					62	+++
2011-08					58	++
2011-09					78	+++
2011-10					98	+++++
2011-11					123	++++++
2011-12					117	+++++
2012-01					146	+++++++
2012-02					118	+++++
2012-03					96	++++
2012-04					71	+++
2012-05					64	+++
2012-06					39	++
2012-07					35	+
2012-08					37	+
2012-09					76	+++
2012-10					90	++++
2012-11					121	++++++
2012-12					122	++++++
2013-01					135	++++++
2013-02					99	+++++
2013-03					101	+++++
2013-04					73	+++
2013-05					52	++
2013-06					64	+++
2013-07					41	++
2013-08					54	++
2013-09					98	+++++
2013-10					109	+++++
2013-11					137	++++++
2013-12					147	+++++++
2014-01					163	++++++++
2014-02					104	+++++
2014-03					107	+++++
2014-04					74	+++
2014-05					67	+++
2014-06					57	++
2014-07					45	++
2014-08					60	+++
2014-09					80	++++
2014-10					110	+++++
2014-11					131	++++++
2014-12					139	+++++++
2015-01					156	+++++++
2015-02					125	++++++
2015-03					109	+++++
2015-04					66	+++
2015-05					67	+++
2015-06					61	+++
2015-07					57	++
2015-08					63	+++
2015-09					90	++++
2015-10					100	+++++
2015-11					143	+++++++
2015-12					146	+++++++
2016-01					170	++++++++
2016-02					124	++++++
2016-03					127	++++++
2016-04					80	++++
2016-05					69	+++
2016-06					62	+++
2016-07					61	+++
2016-08					48	++
2016-09					88	++++
2016-10					106	+++++
2016-11					149	+++++++
2016-12					158	++++++++
2017-01					178	+++++++++
2017-02					132	++++++
2017-03					110	+++++
2017-04					69	+++
2017-05					72	+++
2017-06					63	+++
2017-07					64	+++
2017-08					50	++
2017-09					91	++++
2017-10					112	+++++
2017-11					152	+++++++
2017-12					156	+++++++
2018-01					187	+++++++++
2018-02					144	+++++++
2018-03					141	+++++++
2018-04					88	++++
2018-05					66	+++
2018-06					56	++
2018-07					55	++
2018-08			*17	~93% cover	30	+
2018-09			39	+	48	++
2018-10			80	++++	85	++++
2018-11			132	++++++	130	++++++
2018-12			152	+++++++	153	+++++++
2019-01			142	+++++++	143	+++++++
2019-02			90	++++	94	++++
2019-03			84	++++	92	++++
2019-04			38	+	46	++
2019-05			32	+	43	++
2019-06			30	+	40	++
2019-07			21	+	31	+
2019-08			15		18
2019-09			41	++	52	++
2019-10			92	++++	94	++++
2019-11			129	++++++	130	++++++
2019-12			131	++++++	131	++++++
2020-01			178	+++++++++	180	+++++++++
2020-02			116	+++++	120	++++++
2020-03			75	+++	85	++++
2020-04			34	+	50	++
2020-05			16		31	+
2020-06			23	+	36	+
2020-07			27	+	39	+
2020-08			21	+	28	+
2020-09			58	++	69	+++
2020-10			107	+++++	111	+++++
2020-11			150	+++++++	152	+++++++
2020-12			156	+++++++	155	+++++++
2021-01			195	+++++++++	196	++++++++++
2021-02			142	+++++++	147	+++++++
2021-03			89	++++	99	+++++
2021-04			26	+	37	+
2021-05			26	+	36	+
2021-06			26	+	34	+
2021-07			12		19
2021-08			27	+	32	+
2021-09			42	++	48	++
2021-10			58	++	62	+++
2021-11			131	++++++	132	++++++
2021-12			159	++++++++	160	++++++++
2022-01			158	++++++++	160	++++++++
2022-02	*12	~21% cover	72	+++	74	+++
2022-03	79	++++	53	++	56	++
2022-04	35	+	14		18

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: Eddi		Source: Enphase		Source: meter
Date	kWh		kWh		kWh
2009					*148	~25% cover
2010					3044	++++++++
2011					3492	++++++++++
2012					3251	+++++++++
2013					3199	+++++++++
2014					3402	+++++++++
2015					3226	+++++++++
2016					3150	+++++++++
2017					3181	+++++++++
2018			*693	~41% cover	3170	+++++++++
2019			2706	+++++++	2778	+++++++
2020			2627	+++++++	2722	+++++++
2021			2230	++++++	2299	++++++
2022	*251	~18% cover	*271	~33% cover

Variable: exp; granularity: M; date range: 2009-10/2022-04.

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

Table: monthly grid export; sources: Eddi Enphase meter; max: 599.2
	Source: Eddi		Source: Enphase		Source: meter
Date	kWh		kWh		kWh
2009-10					91	+
2009-11					36
2009-12					21
2010-01					25
2010-02					51
2010-03					166	++
2010-04					329	+++++
2010-05					505	++++++++
2010-06					579	+++++++++
2010-07					543	+++++++++
2010-08					375	++++++
2010-09					271	++++
2010-10					142	++
2010-11					57
2010-12					12
2011-01					38
2011-02					71	+
2011-03					239	+++
2011-04					466	+++++++
2011-05					585	+++++++++
2011-06					532	++++++++
2011-07					528	++++++++
2011-08					480	++++++++
2011-09					267	++++
2011-10					187	+++
2011-11					61	+
2011-12					36
2012-01					47
2012-02					113	+
2012-03					371	++++++
2012-04					363	++++++
2012-05					460	+++++++
2012-06					444	+++++++
2012-07					471	+++++++
2012-08					458	+++++++
2012-09					342	+++++
2012-10					135	++
2012-11					62	+
2012-12					30
2013-01					35
2013-02					92	+
2013-03					167	++
2013-04					400	++++++
2013-05					454	+++++++
2013-06					475	+++++++
2013-07					536	++++++++
2013-08					568	+++++++++
2013-09					256	++++
2013-10					129	++
2013-11					58
2013-12					28
2014-01					48
2014-02					118	+
2014-03					286	++++
2014-04					387	++++++
2014-05					458	+++++++
2014-06					553	+++++++++
2014-07					441	+++++++
2014-08					596	+++++++++
2014-09					276	++++
2014-10					141	++
2014-11					62	+
2014-12					35
2015-01					49
2015-02					85	+
2015-03					242	++++
2015-04					438	+++++++
2015-05					502	++++++++
2015-06					563	+++++++++
2015-07					495	++++++++
2015-08					368	++++++
2015-09					283	++++
2015-10					138	++
2015-11					37
2015-12					25
2016-01					45
2016-02					105	+
2016-03					221	+++
2016-04					393	++++++
2016-05					498	++++++++
2016-06					404	++++++
2016-07					511	++++++++
2016-08					509	++++++++
2016-09					210	+++
2016-10					164	++
2016-11					59
2016-12					32
2017-01					41
2017-02					79	+
2017-03					244	++++
2017-04					408	++++++
2017-05					450	+++++++
2017-06					545	+++++++++
2017-07					477	+++++++
2017-08					472	+++++++
2017-09					235	+++
2017-10					142	++
2017-11					63	+
2017-12					24
2018-01					35
2018-02					104	+
2018-03					167	++
2018-04					285	++++
2018-05					553	+++++++++
2018-06					599	++++++++++
2018-07					576	+++++++++
2018-08			*275	~93% cover	412	++++++
2018-09			268	++++	277	++++
2018-10			114	+	120	+
2018-11			28		30
2018-12			7		8
2019-01			16		18
2019-02			88	+	92	+
2019-03			170	++	177	++
2019-04			338	+++++	346	+++++
2019-05			422	+++++++	433	+++++++
2019-06			410	++++++	420	+++++++
2019-07			465	+++++++	474	+++++++
2019-08			440	+++++++	445	+++++++
2019-09			238	+++	238	+++
2019-10			86	+	90	+
2019-11			22		24
2019-12			10		11
2020-01			11		13
2020-02			46		50
2020-03			199	+++	209	+++
2020-04			352	+++++	365	++++++
2020-05			544	+++++++++	557	+++++++++
2020-06			402	++++++	416	++++++
2020-07			406	++++++	418	++++++
2020-08			335	+++++	343	+++++
2020-09			247	++++	288	++++
2020-10			64	+	70	+
2020-11			15		18
2020-12			5		9
2021-01			5		6
2021-02			44		48
2021-03			136	++	203	+++
2021-04			370	++++++	380	++++++
2021-05			351	+++++	361	++++++
2021-06			383	++++++	391	++++++
2021-07			407	++++++	414	++++++
2021-08			288	++++	294	++++
2021-09			182	+++	189	+++
2021-10			62	+	66	+
2021-11			2		2
2021-12			0		0
2022-01			0		1
2022-02	*12	~21% cover	16		18
2022-03	59		64	+	68	+
2022-04	180	+++	190	+++	194	+++

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: Enphase		Source: meter
Date	kWh		kWh
2005			9700	++++++++++
2006			9700	++++++++++
2007			6968	+++++++
2008			2036	++
2009			1942	++
2010			1554	+
2011			1578	+
2012			1542	+
2013			1659	+
2014			1678	+
2015			1786	+
2016			1831	+
2017			1862	+
2018	*768	~41% cover	1998	++
2019	1937	+	1992	++
2020	2343	++	2398	++
2021	2119	++	2205	++
2022	*927	~33% cover

Variable: con; granularity: M; date range: 2008-01/2022-04.

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

Table: monthly gross in-home electricity consumption; sources: Enphase meter; max: 302
	Source: Enphase		Source: meter
Date	kWh		kWh
2008-01			214	+++++++
2008-02			195	++++++
2008-03			187	++++++
2008-04			165	+++++
2008-05			146	++++
2008-06			146	++++
2008-07			139	++++
2008-08			147	++++
2008-09			152	+++++
2008-10			160	+++++
2008-11			191	++++++
2008-12			210	++++++
2009-01			214	+++++++
2009-02			178	+++++
2009-03			177	+++++
2009-04			149	++++
2009-05			147	++++
2009-06			130	++++
2009-07			163	+++++
2009-08			143	++++
2009-09			154	+++++
2009-10			155	+++++
2009-11			161	+++++
2009-12			169	+++++
2010-01			181	+++++
2010-02			141	++++
2010-03			154	+++++
2010-04			126	++++
2010-05			129	++++
2010-06			132	++++
2010-07			112	+++
2010-08			124	++++
2010-09			141	++++
2010-10			135	++++
2010-11			163	+++++
2010-12			181	+++++
2011-01			159	+++++
2011-02			132	++++
2011-03			158	+++++
2011-04			122	++++
2011-05			124	++++
2011-06			120	+++
2011-07			122	++++
2011-08			103	+++
2011-09			123	++++
2011-10			134	++++
2011-11			149	++++
2011-12			136	++++
2012-01			174	+++++
2012-02			153	+++++
2012-03			139	++++
2012-04			117	+++
2012-05			128	++++
2012-06			103	+++
2012-07			99	+++
2012-08			93	+++
2012-09			126	++++
2012-10			119	+++
2012-11			149	++++
2012-12			142	++++
2013-01			155	+++++
2013-02			124	++++
2013-03			147	++++
2013-04			127	++++
2013-05			122	++++
2013-06			143	++++
2013-07			106	+++
2013-08			106	+++
2013-09			151	+++++
2013-10			141	++++
2013-11			167	+++++
2013-12			170	+++++
2014-01			190	++++++
2014-02			131	++++
2014-03			162	+++++
2014-04			123	++++
2014-05			136	++++
2014-06			135	++++
2014-07			100	+++
2014-08			114	+++
2014-09			130	++++
2014-10			143	++++
2014-11			155	+++++
2014-12			159	+++++
2015-01			181	+++++
2015-02			155	+++++
2015-03			161	+++++
2015-04			143	++++
2015-05			148	++++
2015-06			140	++++
2015-07			129	++++
2015-08			114	+++
2015-09			147	++++
2015-10			140	++++
2015-11			168	+++++
2015-12			168	+++++
2016-01			196	++++++
2016-02			160	+++++
2016-03			180	+++++
2016-04			143	++++
2016-05			147	++++
2016-06			132	++++
2016-07			135	++++
2016-08			102	+++
2016-09			132	++++
2016-10			146	++++
2016-11			179	+++++
2016-12			180	+++++
2017-01			207	++++++
2017-02			163	+++++
2017-03			166	+++++
2017-04			143	++++
2017-05			149	++++
2017-06			139	++++
2017-07			147	++++
2017-08			97	+++
2017-09			143	++++
2017-10			150	++++
2017-11			179	+++++
2017-12			178	+++++
2018-01			214	+++++++
2018-02			186	++++++
2018-03			190	++++++
2018-04			93	+++
2018-05			160	+++++
2018-06			137	++++
2018-07			139	++++
2018-08	*76	~93% cover	107	+++
2018-09	154	+++++	159	+++++
2018-10	166	+++++	172	+++++
2018-11	183	++++++	182	++++++
2018-12	189	++++++	194	++++++
2019-01	192	++++++	198	++++++
2019-02	159	+++++	164	+++++
2019-03	189	++++++	196	++++++
2019-04	145	++++	150	++++
2019-05	168	+++++	171	+++++
2019-06	158	+++++	161	+++++
2019-07	146	++++	150	++++
2019-08	97	+++	100	+++
2019-09	155	+++++	172	+++++
2019-10	169	+++++	173	+++++
2019-11	182	++++++	187	++++++
2019-12	175	+++++	179	+++++
2020-01	225	+++++++	230	+++++++
2020-02	192	++++++	197	++++++
2020-03	207	++++++	213	+++++++
2020-04	215	+++++++	218	+++++++
2020-05	212	+++++++	217	+++++++
2020-06	192	++++++	196	++++++
2020-07	184	++++++	189	++++++
2020-08	146	++++	151	+++++
2020-09	182	++++++	157	+++++
2020-10	188	++++++	192	++++++
2020-11	205	++++++	210	++++++
2020-12	195	++++++	195	++++++
2021-01	239	+++++++	243	++++++++
2021-02	220	+++++++	226	+++++++
2021-03	220	+++++++	165	+++++
2021-04	164	+++++	168	+++++
2021-05	160	+++++	166	+++++
2021-06	149	++++	152	+++++
2021-07	132	++++	136	++++
2021-08	134	++++	138	++++
2021-09	158	+++++	168	+++++
2021-10	163	+++++	174	+++++
2021-11	195	++++++	210	++++++
2021-12	185	++++++	199	++++++
2022-01	209	++++++	225	+++++++
2022-02	168	+++++	189	++++++
2022-03	281	+++++++++	302	++++++++++
2022-04	269	++++++++	286	+++++++++

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: Enphase		Source: meter		Source: SunnyBeam
Date	kWh		kWh		kWh
2008			*915	~92% cover	*890	~85% cover
2009			2956	+++++++	2907	+++++++
2010			3547	++++++++	3483	++++++++
2011			3988	+++++++++	3922	+++++++++
2012			3778	+++++++++	3713	+++++++++
2013			3750	+++++++++	3688	+++++++++
2014			3944	+++++++++	3882	+++++++++
2015			3829	+++++++++	3767	+++++++++
2016			3703	+++++++++	3677	+++++++++
2017			3794	+++++++++	3737	+++++++++
2018	*1069	~41% cover	3928	+++++++++	3931	+++++++++
2019	3871	+++++++++	3856	+++++++++	3801	+++++++++
2020	4084	+++++++++	4070	+++++++++	4021	+++++++++
2021	3514	++++++++	3501	++++++++	3449	++++++++
2022	*978	~33% cover	*973	~33% cover	*1282	~39% cover

Variable: gen; granularity: M; date range: 2008-02/2022-05.

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: Enphase		Source: meter		Source: SunnyBeam
Date	kWh		kWh		kWh
2008-02			4		*4	~14% cover
2008-03			70		69
2008-04			108	+	106	+
2008-05			135	+	134	+
2008-06			160	++	158	++
2008-07			161	++	146	+
2008-08			104	+	102	+
2008-09			85	+	84	+
2008-10			53		53
2008-11			18		18
2008-12			17		17
2009-01			23		23
2009-02			73		70
2009-03			254	+++	248	+++
2009-04			356	++++	350	++++
2009-05			458	++++++	453	++++++
2009-06			485	++++++	480	++++++
2009-07			447	+++++	437	+++++
2009-08			374	+++++	375	+++++
2009-09			256	+++	250	+++
2009-10			126	+	122	+
2009-11			62		59
2009-12			43		41
2010-01			42		41
2010-02			76	+	72
2010-03			207	++	201	++
2010-04			378	+++++	372	++++
2010-05			564	+++++++	556	+++++++
2010-06			650	++++++++	640	++++++++
2010-07			598	++++++++	595	+++++++
2010-08			430	+++++	421	+++++
2010-09			318	++++	310	++++
2010-10			176	++	171	++
2010-11			84	+	80	+
2010-12			25		25
2011-01			60		58
2011-02			96	+	92	+
2011-03			284	+++	277	+++
2011-04			518	++++++	512	++++++
2011-05			648	++++++++	642	++++++++
2011-06			590	+++++++	582	+++++++
2011-07			587	+++++++	580	+++++++
2011-08			525	+++++++	463	++++++
2011-09			313	++++	361	++++
2011-10			223	++	217	++
2011-11			87	+	84	+
2011-12			57		55
2012-01			75	+	72
2012-02			148	+	144	+
2012-03			371	++++	363	++++
2012-04			409	+++++	403	+++++
2012-05			524	+++++++	515	++++++
2012-06			508	++++++	501	++++++
2012-07			534	+++++++	527	+++++++
2012-08			514	++++++	507	++++++
2012-09			391	+++++	385	+++++
2012-10			164	++	159	++
2012-11			90	+	87	+
2012-12			50		48
2013-01			55		52
2013-02			119	+	115	+
2013-03			213	++	206	++
2013-04			454	++++++	447	+++++
2013-05			524	+++++++	517	++++++
2013-06			554	+++++++	548	+++++++
2013-07			601	++++++++	673	+++++++++
2013-08			621	++++++++	537	+++++++
2013-09			309	++++	302	++++
2013-10			161	++	156	++
2013-11			89	+	85	+
2013-12			50		48
2014-01			76	+	73
2014-02			145	+	141	+
2014-03			341	++++	334	++++
2014-04			437	+++++	430	+++++
2014-05			528	+++++++	520	++++++
2014-06			631	++++++++	624	++++++++
2014-07			496	++++++	630	++++++++
2014-08			650	++++++++	506	++++++
2014-09			326	++++	319	++++
2014-10			175	++	169	++
2014-11			86	+	83	+
2014-12			54		53
2015-01			75		71
2015-02			115	+	111	+
2015-03			294	+++	288	+++
2015-04			507	++++++	499	++++++
2015-05			583	+++++++	577	+++++++
2015-06			642	++++++++	637	++++++++
2015-07			567	+++++++	560	+++++++
2015-08			420	+++++	414	+++++
2015-09			340	++++	334	++++
2015-10			178	++	172	++
2015-11			62		60
2015-12			46		44
2016-01			71		69
2016-02			105	+	136	+
2016-03			273	+++	267	+++
2016-04			455	++++++	448	++++++
2016-05			576	+++++++	567	+++++++
2016-06			474	++++++	469	++++++
2016-07			585	+++++++	578	+++++++
2016-08			563	+++++++	526	+++++++
2016-09			254	+++	281	+++
2016-10			205	++	200	++
2016-11			88	+	86	+
2016-12			54		51
2017-01			71		68
2017-02			109	+	106	+
2017-03			300	++++	295	+++
2017-04			482	++++++	474	++++++
2017-05			528	+++++++	521	++++++
2017-06			622	++++++++	617	++++++++
2017-07			560	+++++++	554	+++++++
2017-08			519	++++++	478	++++++
2017-09			287	+++	317	++++
2017-10			180	++	175	++
2017-11			91	+	88	+
2017-12			46		44
2018-01			62		60
2018-02			147	+	142	+
2018-03			216	++	212	++
2018-04			290	+++	344	++++
2018-05			647	++++++++	641	++++++++
2018-06			689	+++++++++	677	+++++++++
2018-07			663	++++++++	661	++++++++
2018-08	*339	~93% cover	489	++++++	481	++++++
2018-09	390	+++++	388	+++++	383	+++++
2018-10	207	++	206	++	202	++
2018-11	85	+	82	+	82	+
2018-12	48		49		47
2019-01	73		72		70
2019-02	163	++	162	++	159	++
2019-03	282	+++	281	+++	275	+++
2019-04	452	++++++	450	++++++	443	+++++
2019-05	565	+++++++	562	+++++++	556	+++++++
2019-06	544	+++++++	542	+++++++	536	+++++++
2019-07	596	+++++++	594	+++++++	589	+++++++
2019-08	529	+++++++	527	+++++++	521	++++++
2019-09	358	++++	357	++++	352	++++
2019-10	170	++	169	++	165	++
2019-11	81	+	81	+	78	+
2019-12	58		58		56
2020-01	64		63		62
2020-02	128	+	130	+	123	+
2020-03	339	++++	337	++++	331	++++
2020-04	540	+++++++	536	+++++++	532	+++++++
2020-05	747	++++++++++	743	+++++++++	740	+++++++++
2020-06	578	+++++++	576	+++++++	571	+++++++
2020-07	570	+++++++	568	+++++++	563	+++++++
2020-08	466	++++++	464	++++++	460	++++++
2020-09	378	+++++	376	+++++	371	++++
2020-10	152	++	151	++	148	+
2020-11	75	+	76	+	73
2020-12	48		48		47
2021-01	53		53		51
2021-02	127	+	127	+	123	+
2021-03	274	+++	273	+++	267	+++
2021-04	515	++++++	512	++++++	506	++++++
2021-05	492	++++++	490	++++++	483	++++++
2021-06	512	++++++	510	++++++	505	++++++
2021-07	533	+++++++	531	+++++++	526	+++++++
2021-08	401	+++++	400	+++++	394	+++++
2021-09	309	++++	308	++++	303	++++
2021-10	179	++	179	++	174	++
2021-11	81	+	80	+	78	+
2021-12	39		40		39
2022-01	67		66		65
2022-02	132	+	132	+	128	+
2022-03	315	++++	313	++++	304	++++
2022-04	464	++++++	461	++++++	455	++++++
2022-05					*330	~71% cover

Variable: gen; granularity: D; date range: 2008-02-26/2022-05-20.

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
Date	kWh
2016	*40.0	~38% cover
2017	99.2	++++++++++
2018	83.0	++++++++
2019	66.7	++++++
2020	62.2	++++++
2021	82.1	++++++++
2022	*34.8	~39% cover

Variable: geno; granularity: M; date range: 2016-08/2022-05.

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
Date	kWh
2016-08	*7.2	~61% cover
2016-09	11.3	+++++++
2016-10	10.5	+++++++
2016-11	6.0	++++
2016-12	5.0	+++
2017-01	5.7	+++
2017-02	6.2	++++
2017-03	12.6	++++++++
2017-04	12.8	++++++++
2017-05	11.4	+++++++
2017-06	11.4	+++++++
2017-07	11.0	+++++++
2017-08	9.9	++++++
2017-09	7.1	++++
2017-10	5.4	+++
2017-11	3.7	++
2017-12	2.0	+
2018-01	2.1	+
2018-02	2.9	+
2018-03	4.5	+++
2018-04	6.2	++++
2018-05	9.5	++++++
2018-06	13.2	++++++++
2018-07	15.0	++++++++++
2018-08	10.8	+++++++
2018-09	7.8	+++++
2018-10	5.4	+++
2018-11	3.1	++
2018-12	2.5	+
2019-01	3.5	++
2019-02	4.2	++
2019-03	5.7	+++
2019-04	7.4	++++
2019-05	7.0	++++
2019-06	7.6	+++++
2019-07	8.7	+++++
2019-08	7.0	++++
2019-09	7.1	++++
2019-10	3.8	++
2019-11	2.6	+
2019-12	2.1	+
2020-01	2.3	+
2020-02	3.6	++
2020-03	5.2	+++
2020-04	7.7	+++++
2020-05	8.5	+++++
2020-06	7.0	++++
2020-07	6.8	++++
2020-08	5.9	+++
2020-09	5.4	+++
2020-10	3.9	++
2020-11	3.0	++
2020-12	2.9	+
2021-01	3.0	++
2021-02	3.3	++
2021-03	4.3	++
2021-04	9.2	++++++
2021-05	9.1	++++++
2021-06	8.7	+++++
2021-07	9.9	++++++
2021-08	8.9	+++++
2021-09	9.8	++++++
2021-10	8.4	+++++
2021-11	5.2	+++
2021-12	2.3	+
2022-01	4.4	++
2022-02	5.5	+++
2022-03	7.9	+++++
2022-04	10.2	++++++
2022-05	*6.8	~71% cover