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Author SHA1 Message Date
Khalim Conn-Kowlessar
389e9f51da setting up storage to db 2024-07-10 11:15:01 +01:00
Khalim Conn-Kowlessar
fdfac81d23 updated cylinder thermostat recommendations 2024-07-10 01:47:55 +01:00
Khalim Conn-Kowlessar
be105ac267 Added cylinder thermostat to create_recommendation_scoring_data 2024-07-10 01:34:18 +01:00
Khalim Conn-Kowlessar
a43c9e82d3 reverting electric boiler recs, adding cylinder thermostat rec 2024-07-10 01:29:11 +01:00
Khalim Conn-Kowlessar
c112d23c67 removed electric boiler rec 2024-07-10 01:10:19 +01:00
Khalim Conn-Kowlessar
36718ab3be handling aggregations storage to db 2024-07-09 23:30:09 +01:00
Khalim Conn-Kowlessar
e12ff81aaa added labour hours and days to building level costing for solar 2024-07-09 23:24:40 +01:00
Khalim Conn-Kowlessar
53bb74ac4f Changing adjusted heat demand to kwh_savings in recommendations model 2024-07-09 23:03:49 +01:00
Khalim Conn-Kowlessar
14450f2b79 got the recommendation impact working for pfp 2024-07-09 21:54:11 +01:00
Khalim Conn-Kowlessar
a28c94c18b added description_simulation to hot water recommendation 2024-07-09 19:39:37 +01:00
Khalim Conn-Kowlessar
3bdc4db92a Added in second part of recommendation impact calculations 2024-07-09 19:27:21 +01:00
Khalim Conn-Kowlessar
af66744979 added adjust cost differences 2024-07-09 17:37:37 +01:00
Khalim Conn-Kowlessar
4c57b74d96 halfway to adding the individual recommendation impact 2024-07-09 17:07:05 +01:00
Khalim Conn-Kowlessar
6c07a290e7 Adding back in potential columns 2024-07-09 16:00:36 +01:00
Khalim Conn-Kowlessar
b9f64722ce integrating scoring heat and hot water models and adjusting days_to for the cost models 2024-07-09 15:52:16 +01:00
Khalim Conn-Kowlessar
4c79abe512 Completed set up of bills costs 2024-07-09 14:03:21 +01:00
Khalim Conn-Kowlessar
5274b9b713 updating bills costing methodology to transform costs to today 2024-07-09 12:33:38 +01:00
Khalim Conn-Kowlessar
68e9b83c9f adjusting costs so they are based on 2024 figures 2024-07-09 11:04:18 +01:00
Khalim Conn-Kowlessar
21a334d4f3 Added in the new cost apis 2024-07-08 22:20:19 +01:00
Khalim Conn-Kowlessar
d303db2557 Adding the recommendation scoring mechanisms 2024-07-08 20:41:51 +01:00
Khalim Conn-Kowlessar
1350d8ec9e changed cost key 2024-07-08 19:20:45 +01:00
Khalim Conn-Kowlessar
11a20bd9a7 Added new building level solar recommendation function| 2024-07-08 19:19:44 +01:00
Khalim Conn-Kowlessar
c72bd8a5ed Updated checking if solar pv valid 2024-07-08 19:01:55 +01:00
Khalim Conn-Kowlessar
c3fd22825a implementing solar optimisation 2024-07-08 17:19:50 +01:00
Khalim Conn-Kowlessar
c4768c8534 Extracing building level info 2024-07-08 14:22:29 +01:00
Khalim Conn-Kowlessar
f5eab413c2 capture energy_consumption_estimates 2024-07-08 14:13:59 +01:00
Khalim Conn-Kowlessar
30ce7df6c1 completed the current energy bill estimate 2024-07-08 14:12:37 +01:00
Khalim Conn-Kowlessar
eb65ff538e integrated scoring new data 2024-07-08 11:47:31 +01:00
Khalim Conn-Kowlessar
96235ed3a9 adding storage of dummy schema 2024-07-08 10:48:00 +01:00
Khalim Conn-Kowlessar
523ca28b68 Added new score_new_data function and setting up training script 2024-07-05 12:49:23 +01:00
KhalimCK
671d219c88
Merge pull request #315 from Hestia-Homes/solar-api 
Solar api
 2024-07-05 12:28:23 +01:00
Khalim Conn-Kowlessar
a665b2897a added required buckets for ecr 2024-07-05 12:27:01 +01:00
Khalim Conn-Kowlessar
ad71f3c571 Merge branch 'main' of https://github.com/Hestia-Homes/Model into solar-api 2024-07-05 12:17:10 +01:00
KhalimCK
9e78d8d160
Merge pull request #313 from Hestia-Homes/solar-api 
Solar api
 2024-07-05 12:17:06 +01:00
Khalim Conn-Kowlessar
aa14888525 Merge branch 'main' of https://github.com/Hestia-Homes/Model into solar-api 2024-07-05 12:16:05 +01:00
KhalimCK
2208a3d74d
Merge pull request #312 from Hestia-Homes/etl-michael-cost 
Etl michael cost
 2024-07-05 12:15:59 +01:00
Khalim Conn-Kowlessar
1320416dc3 Added new ecr instances 2024-07-05 12:15:01 +01:00
Khalim Conn-Kowlessar
fa6e61f0b9 hot water model working nicely 2024-07-04 19:52:19 +01:00
Michael Duong
b63de79043 add cost to EPCRecord, Difference record and pipeline 2024-07-03 23:35:02 +01:00
Michael Duong
edbea81be1 Merge branch 'main' of github.com:Hestia-Homes/Model into etl-michael-cost 2024-07-03 23:29:35 +01:00
Khalim Conn-Kowlessar
58e60ae376 Added age band 2024-07-02 18:41:10 +01:00
Khalim Conn-Kowlessar
77aaecf04f Added some additional features 2024-07-02 18:38:55 +01:00
Khalim Conn-Kowlessar
b0449b9e90 decent performing model 2024-07-02 18:28:27 +01:00
Khalim Conn-Kowlessar
14417c37df error analysis - not working though 2024-07-02 18:13:23 +01:00
Khalim Conn-Kowlessar
0a1f728f37 implemented xgboost which performs really well 2024-07-02 17:48:06 +01:00
Khalim Conn-Kowlessar
39a4c2e975 updated to use xgboost - much better performance 2024-07-02 17:29:34 +01:00
Khalim Conn-Kowlessar
7790822e76 making the data objects dictionaries for different targets 2024-07-02 16:06:01 +01:00
Khalim Conn-Kowlessar
dd0deab0ee setting up energy consumption model class 2024-07-02 14:59:16 +01:00
Khalim Conn-Kowlessar
4bcd17596e handle missing bills data 2024-07-02 13:11:23 +01:00
Khalim Conn-Kowlessar
654251c084 handle case of no respone 2024-07-02 12:25:16 +01:00