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f4a1080
Update README.md
QuietInnovator Mar 11, 2024
c12064b
Update README.md
boldlemur Mar 11, 2024
3312a11
Added Week 1 Notes and agenda
QuietInnovator Mar 12, 2024
c041592
Started week 1 meeting minutes and structured the notes folder
QuietInnovator Mar 13, 2024
50c766a
added week 1 notes
QuietInnovator Mar 13, 2024
8c13c13
Merge branch 'main' of https://github.com/QuietInnovator/UNSW-capston…
boldlemur Mar 15, 2024
50f5886
Test Push
boldlemur Mar 15, 2024
65eed92
Changes to Read Me file
boldlemur Mar 15, 2024
e1ffe3a
EDA Updates
boldlemur Mar 15, 2024
7fd004a
Update EDA-checkpoint.ipynb
boldlemur Mar 15, 2024
7d5040b
More EDA Changes
boldlemur Mar 15, 2024
50d0791
More EDA Changes
boldlemur Mar 15, 2024
17aa4c6
EDA Updates
boldlemur Mar 15, 2024
dfa00ab
Update README.md
berloo22 Mar 15, 2024
08cc94c
Update README.md
avryan80 Mar 16, 2024
df0b18d
Updated readme to include group name
QuietInnovator Mar 17, 2024
a2d6cbb
Add files via upload
avryan80 Mar 18, 2024
48e2542
Update README.md
avryan80 Mar 18, 2024
f6e694c
EDA Update
boldlemur Mar 24, 2024
b43f251
EDA / Model Updates
boldlemur Mar 24, 2024
a94fbb4
Lin Reg Model Update
boldlemur Mar 24, 2024
8f4e3e3
Update to Linear Regression Models
boldlemur Mar 24, 2024
45c343f
Lin Reg Models and NN Models
boldlemur Mar 24, 2024
6010420
More EDA
boldlemur Mar 25, 2024
b114f61
Intra Day Model
boldlemur Mar 25, 2024
9c254c8
added EDA - Chadi
QuietInnovator Mar 25, 2024
3b759e5
IntraDay NN Model
boldlemur Mar 25, 2024
5e0ee08
Merge branch 'main' of https://github.com/QuietInnovator/UNSW-capston…
boldlemur Mar 25, 2024
a954967
Refactored EDA
QuietInnovator Mar 26, 2024
71a4e33
Update refactored_EDA.ipynb
QuietInnovator Mar 26, 2024
a4996f6
Update EDA Mark II.ipynb
boldlemur Mar 27, 2024
a7675c2
Merge branch 'main' of https://github.com/QuietInnovator/UNSW-capston…
boldlemur Mar 27, 2024
cd81106
New Stacked Model
boldlemur Mar 27, 2024
a1b7863
Stacked Model Updates
boldlemur Mar 27, 2024
d8830ee
Start refactoring Mark 2
QuietInnovator Mar 28, 2024
6953eec
Got unique date values forecastdemand_qld
QuietInnovator Mar 28, 2024
31165f6
More Features
boldlemur Apr 1, 2024
84bdd1c
Merge branch 'main' of https://github.com/QuietInnovator/UNSW-capston…
boldlemur Apr 1, 2024
ce17374
Public Holiday Data
boldlemur Apr 1, 2024
101dfcd
New NN Model
boldlemur Apr 1, 2024
67f1eaa
Graph of Changes - Interesting
boldlemur Apr 1, 2024
644ce9a
Changes
boldlemur Apr 1, 2024
b3486ac
Started scraping notebook
QuietInnovator Apr 2, 2024
be24147
Merge branch 'main' of github.com:QuietInnovator/UNSW-capstone-group-g
QuietInnovator Apr 2, 2024
0461f02
Add files via upload
avryan80 Apr 2, 2024
2843892
Update ZZSC9020_Template_GroupG.md
avryan80 Apr 2, 2024
75eff85
Merge pull request #1 from avryan80/main
avryan80 Apr 2, 2024
e62062b
Exported CSVs and started the concat
QuietInnovator Apr 3, 2024
f7f922c
Merged scraped data
QuietInnovator Apr 3, 2024
553d382
All PV Data
boldlemur Apr 6, 2024
c6dd8c3
Updates
boldlemur Apr 6, 2024
58143dc
Merged datasets and downloaded PV data again for different dates
QuietInnovator Apr 6, 2024
e7c284d
Test Push
boldlemur Apr 7, 2024
3721724
Create combined_df_grouped_sorted.csv
boldlemur Apr 7, 2024
648a02f
Update ZZSC9020_Template_GroupG.md
berloo22 Apr 7, 2024
bae4f5f
My working files - SA Power Demand
avryan80 Apr 8, 2024
804244c
Add files via upload
avryan80 Apr 9, 2024
25cb46c
Merge pull request #2 from QuietInnovator/avryan80-Useful_Info
avryan80 Apr 9, 2024
e26157c
Todays update
avryan80 Apr 9, 2024
038488b
Update ZZSC9020_Template_GroupG.md
berloo22 Apr 9, 2024
9aa3d28
Solved issued with QLD and VIC Forecast Demand Issues
avryan80 Apr 10, 2024
d3c6f3c
Data loaded , cleaned, for all regions. Further modelling including N…
avryan80 Apr 11, 2024
97083a2
Merge pull request #3 from avryan80/main
avryan80 Apr 11, 2024
7e9c6aa
NN Model working for solar / no solar cases for VIC, SA and QLD
avryan80 Apr 12, 2024
44bbde2
LSTM Model
boldlemur Apr 13, 2024
3871393
Merge branch 'main' of https://github.com/QuietInnovator/UNSW-capston…
boldlemur Apr 13, 2024
fd48275
Graphs of Models
boldlemur Apr 13, 2024
ebcc211
Update ZZSC9020_Template_GroupG.md
berloo22 Apr 13, 2024
58537b8
Loading TEX File
boldlemur Apr 14, 2024
366b8e2
Update ZZSC9020_Template_GroupG.md
boldlemur Apr 14, 2024
4a02208
Update ZZSC9020_Template_GroupG.md
boldlemur Apr 14, 2024
aa0f2cf
Update ZZSC9020_Template_GroupG.md
boldlemur Apr 14, 2024
41c4df6
Test ARYAN
avryan80 Apr 14, 2024
957a38a
Testing
boldlemur Apr 14, 2024
780f9dc
Merge branch 'main' of https://github.com/QuietInnovator/UNSW-capston…
boldlemur Apr 14, 2024
2c7bc68
Test ARYAN
avryan80 Apr 14, 2024
71db17f
Changing the duplicate drop to latest and new LSTM Model
boldlemur Apr 14, 2024
3090e44
Update ZZSC9020_Template_GroupG.md
berloo22 Apr 14, 2024
32191c0
LSTM Model Prediction for the Forthcoming Week
boldlemur Apr 14, 2024
9c5d287
Update ZZSC9020_Template_GroupG.md
QuietInnovator Apr 14, 2024
08a6c17
Rearranged repository
QuietInnovator Apr 14, 2024
d722590
Populated the main ipynb
QuietInnovator Apr 14, 2024
c628a27
Update ZZSC9020_Template_GroupG.md
berloo22 Apr 14, 2024
43ff282
tested image import
QuietInnovator Apr 14, 2024
6071aa0
Initial Comments ARYAN
avryan80 Apr 14, 2024
462c403
Initial Comments ARYAN
avryan80 Apr 14, 2024
0d1621d
Minor updates test ARYAN
avryan80 Apr 14, 2024
6c80051
Update ZZSC9020_Template_GroupG.md
berloo22 Apr 14, 2024
44536dd
Update ZZSC9020_Template_GroupG.md
berloo22 Apr 14, 2024
1f858ca
Update ZZSC9020_Template_GroupG.md
berloo22 Apr 14, 2024
7eeb0d2
Update ZZSC9020_Template_GroupG.md
berloo22 Apr 14, 2024
18766e6
Update ZZSC9020_Template_GroupG.md
berloo22 Apr 14, 2024
5a3a4bc
Update ZZSC9020_Template_GroupG.md
berloo22 Apr 14, 2024
59fa5dd
Update
boldlemur Apr 15, 2024
19e13c8
Update
boldlemur Apr 15, 2024
4553566
Report Update and Bib update
boldlemur Apr 15, 2024
d93a15c
More Updates
boldlemur Apr 15, 2024
25a65f7
Update ZZSC9020_Template_GroupG.md
berloo22 Apr 15, 2024
1ef941f
Updates
boldlemur Apr 15, 2024
b929f91
Merge branch 'main' of https://github.com/QuietInnovator/UNSW-capston…
boldlemur Apr 15, 2024
363ed5a
AR Test
avryan80 Apr 15, 2024
93019b7
Update ZZSC9020_Template_GroupG.md
QuietInnovator Apr 15, 2024
56a64ed
#TestImage
avryan80 Apr 15, 2024
5a63e9e
Update ZZSC9020_Template_GroupG.md
QuietInnovator Apr 15, 2024
0e003af
Pre-processing steps
avryan80 Apr 15, 2024
a86c0c5
WorkingTreeSync_ARYAN
avryan80 Apr 15, 2024
95c2706
Further charts_ARYAN
avryan80 Apr 15, 2024
ed4556f
Test
avryan80 Apr 15, 2024
1049da9
This mornings updates
avryan80 Apr 16, 2024
1bce5f4
Update Power_Demand-AR.ipynb
avryan80 Apr 16, 2024
a0da217
Syncing
avryan80 Apr 16, 2024
53c4f0b
Completed my assigned part
QuietInnovator Apr 16, 2024
6aaae70
Merge branch 'main' of https://github.com/QuietInnovator/UNSW-capston…
QuietInnovator Apr 16, 2024
5a24967
Fixed formatting on intro
QuietInnovator Apr 17, 2024
f7b09f8
Further Updates to Pre-Processing Steps
avryan80 Apr 17, 2024
2297177
Further Updates to Pre-Processing Steps
avryan80 Apr 17, 2024
4b35b71
Further Updates to Pre-Processing Steps
avryan80 Apr 17, 2024
58da555
Merge branch 'main' of https://github.com/QuietInnovator/UNSW-capston…
avryan80 Apr 17, 2024
58b8a98
Update ZZSC9020_Template_GroupG.md
berloo22 Apr 17, 2024
d9b2f9a
Update ZZSC9020_Template_GroupG.md
berloo22 Apr 17, 2024
e4cc3d4
Merge branch 'main' of https://github.com/QuietInnovator/UNSW-capston…
QuietInnovator Apr 18, 2024
d09fe7a
Diagrams
boldlemur Apr 18, 2024
4d213d8
Merge branch 'main' of https://github.com/QuietInnovator/UNSW-capston…
QuietInnovator Apr 18, 2024
0295f3d
Final modelling updates - Change name to Modelling Notebook
boldlemur Apr 18, 2024
c69302a
EDA and Pre Processing Steps Now Largely Complete
avryan80 Apr 18, 2024
5ffecfa
Ongoing updates to Jupyter Notebook supporting EDA and Pre-Processing…
avryan80 Apr 18, 2024
53a1a66
Update ZZSC9020_Template_GroupG.md
berloo22 Apr 18, 2024
960846a
Update references.bib
berloo22 Apr 18, 2024
2b26be5
Update ZZSC9020_Template_GroupG.md
berloo22 Apr 18, 2024
5a65c02
Update references.bib
berloo22 Apr 18, 2024
997095d
Update ZZSC9020_Template_GroupG.md
berloo22 Apr 18, 2024
d3a5051
Update ZZSC9020_Template_GroupG.md
berloo22 Apr 18, 2024
0844216
Analysis and Results
boldlemur Apr 19, 2024
37baee6
Pandoc Stuff
boldlemur Apr 19, 2024
9d96db8
Updates
boldlemur Apr 19, 2024
71f5b9b
Updates
boldlemur Apr 19, 2024
563bee7
Update ZZSC9020_Template_GroupG.md
berloo22 Apr 19, 2024
e4acbdf
Updated Duplicate Image Format & Python Inserts
avryan80 Apr 19, 2024
fd3ea6f
Update ZZSC9020_Template_GroupG.md
berloo22 Apr 19, 2024
4535dc4
Testing
boldlemur Apr 19, 2024
1054fb9
Update
boldlemur Apr 19, 2024
49d8611
Proof Read & Figure Resize/Remove
avryan80 Apr 19, 2024
077e5f0
Modified for PDF - Removed Images
avryan80 Apr 19, 2024
4fd6061
Ongoing-For PDF Conversion
avryan80 Apr 19, 2024
659540e
Ongoing Changes
Apr 19, 2024
6647c44
Minor Updates
Apr 20, 2024
4cd71d6
Update ZZSC9020_Template_GroupG.md
QuietInnovator Apr 20, 2024
26ae944
moved automated imports to src
QuietInnovator Apr 20, 2024
36708a0
Minor Updates
avryan80 Apr 20, 2024
03d32ed
Merge branch 'main' of https://github.com/QuietInnovator/UNSW-capston…
avryan80 Apr 20, 2024
b62a2a0
Resize_Test
avryan80 Apr 20, 2024
a42a6eb
Removed Python Code
avryan80 Apr 20, 2024
75ceeef
Add back in references
avryan80 Apr 20, 2024
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8 changes: 8 additions & 0 deletions .gitignore
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# Joshua ignores
data/Australia/a/forecastdemand_vic.csv
data/Australia/c/forecastdemand_qld.csv
data/Australia/b/forecastdemand_sa.csv

# Chadi ignores
extracted_zips/
data/PV_Data/raw_data/unzipped_data/combined_data.csv
8 changes: 8 additions & 0 deletions .idea/.gitignore

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{
"githubPullRequests.ignoredPullRequestBranches": [
"main"
]
}
19 changes: 12 additions & 7 deletions README.md
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# Welcome to ZZSC9020 GitHub repository for group [GROUP-NAME]
# ZZSC9020 Data Science Project group G - Watt's Up Down Unda


This GitHub repository is the main point of access for students and lecturers of the ZZSC9020 capstone course.

Expand All @@ -9,15 +10,19 @@ Complete the information below regarding your group.
## Group and project information

### Group members and zIDs
- Member 1 (zID1) - Group leader
- Member 2 (zID2) - role
- Member 3 (zID3) - role
- Member 4 (zID4) - role
- Member 5 (zID5) - role
- Chadi Abi Fadel (z5442788) - Software Development
- Joshua Evans (z5409600) - Report Writer / communication specialist
- Bernard Lo (z3464235) - Data Analyst
- Andrew Ryan (z2251397) - Project Manager

### Brief project description

Describe your project in one paragraph.
How does the integration of renewable energy features affect electricity demand forecasting accuracy.
Specifically does including the features, 'solar generation capacity' (domestic and residential), and 'solar radiation' improve the forecasting accuracy of electricity demand compared with just using temperature alone. In effect, we will attempt to conduct the below hypothesis test for a number of different modelling approaches.

1. Null Hypothesis: Temperature data alone is sufficient to reliably forecast electricity demand
2. Alternative Hypothesis: Including the additional features of 'solar generation capacity' and/or 'solar radiation' improves the estimate of electricity demand


## Repository structure

Expand Down
4 changes: 4 additions & 0 deletions agendas/2024-03-13.md
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- Can we use other datasets?
- yes
- can we looko at previous examples to get a steer of what's asked?
- How detailed does he want the plan?
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