Several supervised learning models were proposed in our paper to predict the hot water use behavior of occupants. All the Python codes and the dataset are shared publicly to facilitate the reproduction of models and future research in this field:
Python codes on GitHub:
https://github.com/nfholsen/AdaptiveHotWaterSupervised
Dataset (monitored by Thinus Booysen et al as referenced on the excel file):
Data Dataset of hot water demand over 98 houses in South Africa u...
Paper:
https://www.sciencedirect.com/science/article/pii/S2210670720308428
Dear Amirreza,
Thank you so much for sharing this information. It is very interesting.
Very nice, see also https://www.kdnuggets.com/2015/06/top-20-python-machine-learning-open-source-projects.html
Thank you for your contribution. I think that these results can be expanded to predict the cold water and electricity use behavior of occupants.
- Badges
- Science topic