At the moment. the main snag is wifi connectivity. Seems all the WAPs I've tried have "issues", other than the dirt cheap slow single band ASUS I started with.
I set the WAP at a fixed IP...because most of them have shared storage I'd like to have - it's one of the few always-on things for that. (I'm on batteries at night or on dark days, so I can't have always on things that draw any real power)
Everything works 100% if wired. But make a Pi or anything else wireless - and the trouble begins. They can all still access the internet, but can't find each other (at least, without my LANDNS software, which only works on linux, I've not got an android version going now, since I don't "do" Java/Dalvik and don't really have time for it).
I don't *have* to have wireless for the homestead stuff. That can all be wired (it would be nice if I could control it from my portable Nexus 10, though). But what about controlling servos on the fusor
that float at -50kv? Not only does that have to work, it has to be really reliable and fail into a safe mode. A possible workaround for that is fiber optics to the servos, but I've found that all computers (PC's anyway, Pi's don't seem to have problems there) within about 5 meters of the fusor or connected to any part of it have to be better isolated than the theoretical 500v common mode limit of wired ethernet or they get fried if there's an arc. I'd rather just stick one of these low power IOT boards on there and run the mess on batteries for fusor runs.
Often the wireless stuff will start working if I run a snoop program, ping stuff from a wired machine - pings work, but still, machines can't use tightvnc etc, browse to one another's web servers consistently if any machine is on wireless.
Network scans sometimes start working if I just wait an hour...so many variables I've not tracked this bugger down yet.
Amped and TP-link Archer WAP's are giving me fits - and I've got hundreds of bucks in them, they might as well go in front of this picture and let's get out the real dynamite and make a movie for all they've done for me (other than waste days of my time). I'm sure the youtube subscribers would get a kick out of it.

- Hmmm....I'm really thinking about using this for a background and using real dynamite on these access points right now.
- Dynamite.jpg (20.57 KiB) Viewed 12681 times
At least Archer support has a nice Chinese lady helping me, but I have the feeling that I know more about networking than she does - from before when she was born. Sigh. At least she's patient and will probably wind up escalating/translating for the real engineers. It seems no one worries about big networks with intermittent machines going and coming
being able to talk to one another as long as they can all see the internet - I seem to be hitting all the edge cases in all the new stuff.
Ports blocked, machines not recognized across 2.4-5 ghz on the same WAP...all kinds of nutty stuff. Probing them hard from wired machines sometimes wakes them up, but at night it's not like I want to turn on 5 computers and do sneaker-net running around with avahi and snoop and ping. Which doesn't even always work - it's the only thing that ever works, though. Sneaker net is making my feet hurt...
As to predictions...there are multiple interesting classes. Weather - screen-scrape for large area data (but not their always-wrong predictions), but also have detailed info on "here". Should be a little better than the weather guys who have to make predictions for their entire listening area/viewership - the weather here in the mountains can be very different in half a mile - or 10 feet. You can literally drive from bright sun to torrential rainstorm and there's a well defined line between wet and dry on the road some days. Of course, one of the main things other than temperature I'm interested in (primarily in winter for that) is insolation - do I have power to spare? Most times I do, now how much, how long will it last (half a heated shower isn't too much fun, maybe I should put charge in a car or something that doesn't mind being interrupted, or do welding or run the mill?) - you see the issues, I can tell. To really get full advantage, I can't necessarily wait till the house batteries are full before using any extra...they have a long "absorb" cycle during which the solar controllers are not sending them all there is. I could be using that too - but only if I know I'm going to make it to full charge...
Other predictions, or perhaps a better word is guided decisions involve things like I mentioned above. There's a lot of times I have spare power - I don't know how much - gotta measure that (I can dedicate a spare solar cell loaded to the hilt to an a/d input on something for example, to measure effective insolation - and its variability to know about "partly cloudy" - I'm still trying to think of a good sensor for "generally white sky with no blue" since that's an entirely different indication), but even then, don't know for how long. Long enough for heating a shower (only 1.5kw, but takes two hours)? Should I just put some charge in the car (if it needs any - more screen scraping if I use its web interface, which is a bit insecure (GM's OnStar is kind of a bad joke), else I have to keep track manually, or just try and see if it eats power - have to put on a sensor for that - might be the better plan, but I don't even turn that inverter on most of the time - the tare load is not worth it if I'm not going to use it, and no, there's no remote control for it other than their proprietary can bus junk). Run the AC if it's too hot? Heat the cistern? For those, a little foreknowledge is very nice - no point heating bulk water in the summer, but in winter - if it's going to be cold later and it's sunny now, go for it. And so on, this can get pretty complex in figuring out what the priorities should be at any moment - the prime directive being ending the day with full homestead main batteries, but secondly, using anything spare to do something useful - that's a pretty common case and there's almost always "something" that would be good to do - if it's smart enough to turn off when the sun goes away for whatever reason (or can tolerate that).
FWIW, I've moved all this to the new Pi-2 model. Whoa! This thing is FAST! And it's even faster with a very fast microSD card (class 10 U3) and fast USB3 "extreme" stick
(see this for why it's all sandisk). (I've compared with USB2 stick and class 4 SD, and you get a huge factor with the faster bulk storages) Yes, I know the pi-2 is only USB2, but it takes a USB3 stick to saturate USB2 speeds. I'm using the stick for the big data and logs and other things that get written a lot - and the SD card only for code and things I can download again. Makes it all more robust and easier to back up.
I've added Adafruit's mini pan-tilt for the camera, it's pretty cool but has some issues I'll document once I've fixed them. Some play in the gears combined with some inertia can make the thing oscillate which is kinda a disaster on picture quality. I'm pretty sure adding mass will just change the frequency - it needs damping....with luck I can find my old super viscous silicone fluid we used to use to make record player tone arms drop so gracefully. Or just put in something that rubs, but from experience, that will become a maintenance issue over time.
You'd better believe that when remoting the fusor there will be some good old twisted pair phone company burial cable driving a couple relays in series for "main power off" control - no way I depend on a computer for that - what if it fails on, and I can't get to it to turn it off without getting one of those big rad doses? Once was enough (or too much) for that one.
Re: Gross prediction techniques, I'm pretty sure I can use something like ARIMA + multilayer feedforward neural networks to get weather pretty decently for about 1 day, which is all I really need most of the time. It would be nice to predict rain further ahead for water usage...but usually I get enough if I just get all I can, which I'm not doing yet because it's not yet automated. I expect to get that far in a week or two, maybe less. All the stuff is working for it, it's just not installed over there yet, it's here in the shop where it's easier to work on for the moment - and that nasty wireless problem makes me want to keep it here till it's all polished. We haven't buried the CAT-6 to there yet...