The brute force correlation analysis points for a correlation of drifting lines (at least the3 checked till now) with temperature probes INSIDE towers. The first figure here reproduces for conveninence one figure of the .pdf, which is showing graphs of the top-10 correlated channels for 89Hz drifting line during ER11/part2
A reasonable question is: can we really discriminate between inside and outside (hall) temperatures?
The answer seems yes. Look at Figure 2 comparing over the same ER11/2 period the tempeature evolution measured inside and outside CEB towers: they are significanly different (it is not even easy to spot the expected phase delay.... maybe it is because inside temperature is dominated by internal heat sources...). Figure 3 shows the same temperature probes since ER11/part2 till today: again inside and outside temperatures do not look much correlated.
So, seems to me that the frequency drift of these lines correlates with INSIDE temperatures.
Maybe improving the resolution of the reconstructed line's frequency evolution can allow improving correlations and hopefully disentangle between towers.
A visual inspection of DARM drifting lines over a 10 day period seems to confirm the correlation with in-tower temperature sensors that was found by the brute force correlation analysis done over ER11/a.
Attached are some spectrogram (**) shots of the forest of drifting peaks: Figure 1, Figure 2
We tentatively found two families of peaks:
These qualitative observations have to be verified with correlation analyses.
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(**) this is magic Didier's command to get this spectrogram:
$ROOTROOT/$UNAME/bin/root.exe -l /opt/w3/vim/spectro/spectro_auto.C\(\"LSC_DARM\",1181180000,864000,0.1,0,500,0,0,0\)
plus you need to have the file .rootrc in your home dir:
cat ~fiori/.rootrc
Unix.*.Root.DynamicPath: .:$(ROOTSYS)/$(UNAME):$(ROOTSYS)/lib:$(FRROOT)/$(UNAME)
Unix.*.Root.MacroPath: .:$(ROOTSYS)/macros:$(FRROOT)/root
Rint.Logon: $(FRVROOT)/root/FrvLogon.C
Rint.History: $(HOME)/.root_hist
Attached are two files corresponding the families of drifting lines seen throughout ER11/a and /b. These families have been associated qualitatively with WE and WI temperature sensors respectively. However, a brute correlation is being run with all temperature channels to provide a quantitative confirmation.
Attached are plots highlighting the lines previous noted to be moving in frequency. These figures are divided into 100Hz bands from 0 to 500Hz. The lines with the box outline correspond to the family potentially associated with WI, and the filled box is the family potentially associated with the WE. It's worth noting the initial list of lines generated was only from 0 to 500Hz, so there may be more lines in the families above 500Hz.
Another sensor that could be used for the correlations is the termometer on the mirror coil...