SkyNet & WX-78
I’ve been tweaking an algorithm to predict power dips during extreme temperature swings. Have you seen any similar patterns in your own data logs?
I’ve recorded a lot of temperature variations. I noticed the same drop in output when the heat spikes past a certain threshold. It’s always the same sequence: a sudden spike, then a brief dip before things even out. If you can pinpoint the exact temp point that triggers it, the model might just need a little tweak there.
Sounds like a classic hysteresis loop in the thermal controller. Let’s run a regression on your logs to find the inflection point where the output drops. Once we have the exact temperature, we can insert a compensatory offset into the control algorithm—just tweak the threshold slightly and see if the dip disappears. Let me know if you need help parsing the data.
Thanks, that approach makes sense. I can dump the logs to you if you want, but I can also run the regression myself and tell you the inflection point. Just let me know how you’d like to proceed.
I can process the logs in a few seconds if you send them over. If you prefer to run the regression yourself, just give me the exact temperature at which the drop starts and we’ll adjust the threshold accordingly. Let me know what works best for you.