Hi Zhang, Nice job. Is there any article or website to followup and check the resu

<a target="_blank" rel="noopener noreferrer nofollow" href="https://user-images.github

Hi <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="

Online usage about neural-nilm HOT 5 CLOSED

zhangraymond commented on September 28, 2024

Online usage

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ZhangRaymond commented on September 28, 2024 1

Hi, Aleonnet,
thanks for your issue. A conference paper about this approach is on the way. Actually, from the perspective of application, the performance of DNN-based approaches in the existing researches is quite close.
As for the real time disaggregation, I think Raspberry's computing power should cover this approach of such size. And I'm sorry that I haven't tested it on any mobile platform(including Raspberry pi). You can test it. I'm also looking forward to your test.

Several related papers maybe useful for you:

Sequence-to-point learning with neural networks for nonintrusive load monitoring

Sliding Window Approach for Online Energy Disaggregation Using Artificial Neural Networks

Neural Network Ensembles to Real-time Identification of Plug-level Appliance Measurements

Good Luck!

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ZhangRaymond commented on September 28, 2024 1

Hi, Aleonnet,
I replied you on an e-mail client, not on github, maybe you can not see the attached image on github.
Here you can have a try.

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aleonnet commented on September 28, 2024

Hi @ZhangRaymond
I'm trying to check some results. How do you generate pickle per house?

FileNotFoundError: [Errno 2] No such file or directory: 'data/house_2.pickle'

Thanks!

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ZhangRaymond commented on September 28, 2024

Hi Aleonnet, Actually I lost my house_{}.pickle making code, but I remember this making code is very simple. I attached an inner structure image of house_{}.pickle for you and you can rewrite the code by yourself. Hint: the pickle data are dumped in sklearn.base.Bunch format. [cid:89db98f9-7be9-445b-bb4e-bd42a9aee642]

…

________________________________ 发件人: aleonnet <[email protected]> 发送时间: 2019年3月18日 10:38 收件人: ZhangRaymond/Neural-NILM 抄送: Raymond, Zhang Yuanmeng; Mention 主题: Re: [ZhangRaymond/Neural-NILM] Online usage (#1) Hi @ZhangRaymond<https://urldefense.proofpoint.com/v2/url?u=https-3A__github.com_ZhangRaymond&d=DwMCaQ&c=KXXihdR8fRNGFkKiMQzstu-8MbOxd1NuZkcSBymGmgo&r=pyqlpPMznuG7RTx02BfBcw&m=pNwf1wl9Xk9I_v5rMeb95cmVynzR7m6JbA9SEfQ5ZjA&s=i1WP-8SpYEjxAsLk-Gyinmx6d2YfSlLDddgaqvbz9z4&e=> I'm trying to check some results. How do you generate pickle per house? FileNotFoundError: [Errno 2] No such file or directory: 'data/house_2.pickle' Thanks! ― You are receiving this because you were mentioned. Reply to this email directly, view it on GitHub<https://urldefense.proofpoint.com/v2/url?u=https-3A__github.com_ZhangRaymond_Neural-2DNILM_issues_1-23issuecomment-2D473748871&d=DwMCaQ&c=KXXihdR8fRNGFkKiMQzstu-8MbOxd1NuZkcSBymGmgo&r=pyqlpPMznuG7RTx02BfBcw&m=pNwf1wl9Xk9I_v5rMeb95cmVynzR7m6JbA9SEfQ5ZjA&s=kHsptB2vOODucMJOnNLpvZx_zjOAEJnDFM6BQTVSc9k&e=>, or mute the thread<https://urldefense.proofpoint.com/v2/url?u=https-3A__github.com_notifications_unsubscribe-2Dauth_APWwcuipNQeY3o5MVDkHyPL0w1v23xcdks5vXvwogaJpZM4bnect&d=DwMCaQ&c=KXXihdR8fRNGFkKiMQzstu-8MbOxd1NuZkcSBymGmgo&r=pyqlpPMznuG7RTx02BfBcw&m=pNwf1wl9Xk9I_v5rMeb95cmVynzR7m6JbA9SEfQ5ZjA&s=lcKNgs7rXT6q1H0f01dIKDR_XY_Z8vglbK0FtA415To&e=>.

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aleonnet commented on September 28, 2024

Hi Zhang,
What do you mean by "I attached an inner structure image of house_{}.pickle for you"?
There's nothing attached...

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Online usage about neural-nilm HOT 5 CLOSED

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