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EV charging demand prediction

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1.
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EV charging demand monthly change, 2011~2020 This notebook is a fork
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Yuanjie (Tukey) Tu
Apr 10, 2024
2.
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Electric vehicle charging station demand change, daily basis, 2011~2020 This notebook is a fork
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Yuanjie (Tukey) Tu
Apr 10, 2024
3.
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EV charging station locations This notebook is a fork
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Yuanjie (Tukey) Tu
Apr 10, 2024
4.
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EV charging demand: average yearly pattern per station, 2011~2020 This notebook is a fork
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Yuanjie (Tukey) Tu
Apr 10, 2024
5.
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D3 map + Leaflet + Slider This notebook is a fork
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Yuanjie (Tukey) Tu
Apr 10, 2024
6.
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EV charging demand: average weekly pattern per station, 2011~2020 This notebook is a fork
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Yuanjie (Tukey) Tu
Apr 10, 2024
7.
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Random weekly basis, 2011~2020 This notebook is a fork
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Yuanjie (Tukey) Tu
Apr 10, 2024
8.
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Variable correlation over time
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Yuanjie (Tukey) Tu
Apr 10, 2024
9.
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EV charging demand: average monthly pattern per station, 2011~2020 This notebook is a fork
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Yuanjie (Tukey) Tu
Apr 10, 2024
10.
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EV charging demand: average daily pattern per station, 2011~2020 This notebook is a fork
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Yuanjie (Tukey) Tu
Apr 10, 2024
11.
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Electric vehicle (EV) charging demand change, 2011~2020 This notebook is a fork
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Yuanjie (Tukey) Tu
Apr 10, 2024
12.
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Panel: Real data vs prediction: correlation
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Yuanjie (Tukey) Tu
Apr 12, 2024
13.
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EV charging demand (2010~2020): aggregated patterns This notebook is a fork
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Yuanjie (Tukey) Tu
Apr 10, 2024
14.
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EV charging demand change, daily, pannable, 2011~2020 This notebook is a fork
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Yuanjie (Tukey) Tu
Apr 10, 2024
15.
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Analysis: Electric vehicle (EV) charging demand in Palo Alto, California, 2011~2020
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Yuanjie (Tukey) Tu
Apr 11, 2024
16.
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Levaraging deep learning for electric vehicle (EV) charging demand prediction (1)
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Yuanjie (Tukey) Tu
Jul 1, 2024•1
17.
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Real vs prediction
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Yuanjie (Tukey) Tu
May 12, 2024
18.
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Loss function
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Yuanjie (Tukey) Tu
May 12, 2024
19.
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Evaluation metrics distribution
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Yuanjie (Tukey) Tu
May 12, 2024
20.
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Panel: real vs prediction This notebook is a fork
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Yuanjie (Tukey) Tu
May 14, 2024
21.
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Panel: loss functions This notebook is a fork
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Yuanjie (Tukey) Tu
May 13, 2024
22.
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Levaraging deep learning for electric vehicle (EV) charging demand prediction (2) This notebook is a fork
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Yuanjie (Tukey) Tu
Jun 14, 2024
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