If I were in your shoes, with 20'000 watts (I assume for just flowering), this is just me though... Bear with me though...
With all due respect first of all...
I'd be looking for ways for a better efficiency a little here and there, I've seen plenty of "big commercial" growers admit already that LED watt for watt competes with HPS, but "only if grown a certain way, and on a smaller scale", ie, sog or scrog, there I agree, myself though, YOU say you get how many grams per watt of flowering power? And how many watts of veg power and at how many weeks? Why can't you adapt after testing, and do scrog with LED, and get that 0.9 gpw+ with no ac?
I get 0.7 grams-0.9 grams per watt with just flowering watts, and per every 100 watts I use for flowering, I use 10-15 in veg, and only veg for 2-3 weeks. AND I get 0.7-0.9 grams per watt from flowering, OF GOOD USABLE SMOKEABLE GRADE A POT.
If you can get that (which is no surprise, many LED growers are getting that, I'm no guru), why not take that 3 x 3 - 4 x 4 garden that LEDs excel in, and put multiple 3 x 3 - 4 x 4s together and get that 0.9 grams per watt, with no extra air conditioning!?
If you're truly growing 20000 watts worth of pot, I am sure you can afford a $700 LED, and a small corner of a growing area with 6-8 clones and some coco or whatever you grow in, a drop in the bucket compared to the $1000s you're spending on your 20000 watt grow. Then you will see first hand if LEDs work, or not, and you can make an educated opinion on LEDs, and if you would use them after your first couple tests.
At 20000 watts, and $1000 per pound (per se), and just 0.5 grams per watt, that is still 6 figures per year, clearly enough to try out a $700 LED and a small corner somewhere, try it out for a couple grows and decide first hand if it is something worth using or not... You have what, "20 years experience growing"? I started growing in 1992, I try things first hand before letting peoples lack of experience opinions dictate how much I spend every month on my garden.
Come on CG... I respect your growing experience, but your decisions for moving forward are sketchy at best.
I should have added that these settups require a small veg room. Usually, a large closet will due just fine. It would be silly to settup 4 HID's without a veg room, too. If room was an issue, take it down to 3 HPS's and add a veg room in a tent.
My current grow is a perpetual. We run 3 - 8x8 trays in bloom 20 days apart. Each tray is lit by 4 - 1000 watt HPS's with Digilux bulbs. I also run 2 - 3x3 trays, each lit by a 600 for testing. I just found 2 - 600 watt Phantom ballasts new in the box that I had forgot about! So, as of tomorrow, I'll be running 4 - 3x3 test trays. These keep the growing fun for me. I can maintain good production with the 3 big trays with known strains and growing methods. Then, I can play with new strains, nutrients, bulbs, canopy shape, plant density, and mediums (if any) in the 4 testing trays. These are my play trays. I haven't ran any aeroponics or NFT grows in a while and am considering these methods in the new little trays. I may be testing the possibility of developing a microherd in rockwool blocks to see if I can run a live soil organic grow in rockwool.
When I discover an LED that seems like it may work for me, I will put it over one 3x3 tray and test it against a 600 HPS on another tray. All other factors will be the same. This would be a very preliminary test, as the ultimate goal is to be able to replace the 12 - 1000 watt HPS's over the 3 big trays. But, it will give me a good idea of what the light can do under real world conditions. When I finally do this, I promise to fully document the test in real time on the thread in my sig.