-specifically nuclear activity is being measured inside an enclosed space. Since the source of nuclear activity isn't present we know the reading should be 0 or close to i.
-A reading off the device. At a particular point.
-In theory the readings should be the same. We have a suspicion(or more correctly a suspicion was relayed) that they are not however.
-I would say acceptably similiar results both being 0.
For purposes of clarity I've combined my questions (Q) and your answers (A) and added my responses in italics (R):
Q: What's being measured?
A: Specifically nuclear activity is being measured inside an enclosed space. Since the source of nuclear activity isn't present we know the reading should be 0 or close to it.
R: This calls the function of the measurement devices into question; if you're dealing with radiation (what I assume you mean by "nuclear activity) detection, why are the devices registering detection of the target phenomenon if you know that it isn't present? I this what you're trying to find out?
Q: How is it being measured--it is a continuous stream of data into the devices, or periodic measurements, e.g.?
A: A reading off the device. At a particular point.
R: So I assume now that it's a continuous data stream and readings were taken at intervals.
Q: Why have you gathered two sets of data (3-minute & 15-minute) if you're not concerned about differentiating between them in your analysis?
A: In theory the readings should be the same. We have a suspicion(or more correctly a suspicion was relayed) that they are not however.
R: You have two data sets, and you want to compare them? To what end? This is still not clear to me. Are you trying to chart the two sets individually (this goes back to your original question regarding n=2 or n=29)?
Q: Why are you apparently trying to do calculations for subgrouped data (hence your questions about A2 and D4) when there don't appear to be rational subgroups involved?
A: Not answered
R: An answer to this question would be good.
Q: Are you trying to find out if the devices are producing spurious readings--giving results >0 when you think that the input value should be 0, or are you trying to find out if the 29 devices produce acceptably similar results, or what?
A: In theory the readings should be the same. We have a suspicion(or more correctly a suspicion was relayed) that they are not however.
-I would say acceptably similiar results both being 0.
R: It now seems certain that control charts of any variety are not going to help you.
Although I'm still not clear on the whole thing (such as why there are 29 measurement devices, a question I didn't ask), it seems to me that you need either some sort of controlled experimentation, or perhaps some form of measurement system analysis (MSA) or some combination of the two.