Pioreactor / Pioreactor/pioreactor
[what happened] temperature inference when vial isn't pressed all the way down into sleeve
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- Dominant language
- Python
- Stars
- 149
- Forks
- 18
- PR merge metrics
- No merged PRs in 30d
Description
So this is interesting. I was seeing some very wonky temperature inferences in one of the pioreactors: very noisy, very unstable:
Even the inference coefficients looks unusual: p=-0.008, q=-0.101, when normally p=-0.003, and q=-0.14 (±0.04).
When I physically inspected the vial, I was able to give it a very slight "push" down, and then it was secure on the bottom. After this, the coefficients looked more correct: p=-0.0029, q=-0.168, and the temperature inference was much more normal (pink line was physical correction):
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First steps
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Research direction
The issue identifies no files, tests, or entry points. Start by locating the temperature-inference implementation and the code handling vial positioning or sensor input; reproduce the unstable readings with a vial that is not fully seated, and consider the issue done when that condition is handled with stable, expected inference.
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Assessment
- Tech stack
- python, raspberry-pi
- Domain
- embedded-iot
- Issue type
- Bug
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100