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I was able to take the data from pypowerwall, combine it with my data from my smart meter, and demonstrate to Tesla that my PW3 cluster was going through "violent mood swings" and flapping back and forth between consuming 300-500 watts from the grid and then sending 300-500 watts to the grid. Usage-wise, it was a wash, but billing-wise it was costing me more than $2 a day, even though my site was totally self-sufficient. I have no idea if my data and the submission is what made the difference, or if it was just something in the plan anyway, but a couple weeks later 25.2.4 or 25.2.6 came out (I now forget which), and the flapping went back to what others experience, down in the 30-50 watt range in general. Now my daily bill is closer to $0.26 / day. I was only able to do this convincingly with the data from pypowerwall. |
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BTW, not everybody writes monolithic Java apps. All my stuff here at the house is in Java, but it's a series of purose-built daemons that gather from various places and push them into the greater ecosystem of data at the house. So... it could happen. 😉 I do know what you mean, though, and it is likely generally the case that more and more functionality (even only nominally related) gets glommed onto the same process. |
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Great list, @Nexarian !
I really love this. In the context of PyCon, I think it would be fun to highlight is that Python has made the project approachable to enthusiasts of all levels of experience. We've seen new Python devs submitting PRs all the way up to guru level software engineers helping us shape the project. In fact, this project has encouraged some to learn Python and even try their hand at contributing to OSS for the first time. |
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Here is what I presented yesterday. It got a couple laughs. I think there were about 20 people attending. It was at the David L. Lawrence convention center in Pittsburgh, PA for PyCon 2025: https://us.pycon.org/2025/events/hometown-heroes/ What I said is largely captured in the presenter notes. I tried to record it but unfortunately the camera fell asleep in the middle of it so it only captured the first 15 minutes of the 27 minute presentation. One question that was asked that I didn't know: Outside of Tesla, do other manufacturers provide such a rich data set? |
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I will be giving a re-hash of the same presentation at a Pittsburgh PyData meetup sometime in October or November this year. I'll keep this discussion open until then. |
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Here's what I'm thinking so far:
...Others?
@jasonacox ?
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