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Working on visualizing the ERCOT interconnection queue. 1,880 active projects, ~415 GW in the pipeline - roughly 5x Texas peak demand. Fuzzy-matched queue entries to substations from their points-of-interconnection with fallback to county when necessary.

46,589 görüntüleme • 8 ay önce •via X (Twitter)

30 Yorum

Sam profil fotoğrafı
Sam8 ay önce

Get this man CEII

Chris D’Andrea profil fotoğrafı
Chris D’Andrea8 ay önce

This is awesome - check out our recent progress with Clarke where we’re live tracking every ai data center buildout. I’m curious if your ERCOT map also has the large load data?

Samad profil fotoğrafı
Samad8 ay önce

This is dope, doing something similar with as well. Amazing piece of technology

fiberous profil fotoğrafı
fiberous8 ay önce

Vibe coding is the su gle best thing to happen to GIS since spatial joins

Kyle Walker profil fotoğrafı
Kyle Walker8 ay önce

if you "teach" the LLM a well-built framework first (ArcGIS JS SDK, R's mapgl, raw etc.), you can do absolutely incredible stuff these days

Jesse D. Jenkins profil fotoğrafı
Jesse D. Jenkins8 ay önce

@xplosivememory How do you "teach" the LLM like that? Would be very curious to learn. Have you written about this? Great stuff! Keep it up.

Kyle Walker profil fotoğrafı
Kyle Walker8 ay önce

@xplosivememory I haven't written about this - perhaps I should!

Abiyu Giday profil fotoğrafı
Abiyu Giday8 ay önce

Great work Kyle! If you can share a reproducible, scaled down, snippet would be apprecuated by #rstats community ...

Josh Power profil fotoğrafı
Josh Power8 ay önce

🫡

Delaware Sandman profil fotoğrafı
Delaware Sandman8 ay önce

@MBig12GA

ᑕᕼᗩᗪᗷᖇ profil fotoğrafı
ᑕᕼᗩᗪᗷᖇ8 ay önce

❤️‍🔥❤️‍🔥❤️‍🔥❤️‍🔥

SlicedChedda profil fotoğrafı
SlicedChedda8 ay önce

What you used under the hood outside the monthly resource outlook report?

Kyle Walker profil fotoğrafı
Kyle Walker8 ay önce

ERCOT GIS Report for the queue data, HIFLD + OpenStreetMap for the substation locations

SlicedChedda profil fotoğrafı
SlicedChedda8 ay önce

Yea but the poi locations in the report are not a 1 to 1 name match to sub names. How did you match?

Kyle Walker profil fotoğrafı
Kyle Walker8 ay önce

yeah not clean matches - parsed substation names from the POI strings, did multiple matching passes (fuzzy and otherwise), then fell back to OSM and finally to the county. trying to get as close as I can!

Concussed profil fotoğrafı
Concussed8 ay önce

@slicedchedda You can get 1for1 if you register as an ERCOT market entity fyi. But it takes a while (they didn’t respond to me for like 2 months)

SlicedChedda profil fotoğrafı
SlicedChedda8 ay önce

@kyle_e_walker You have to be an operator in ERCOT to register no?

Lambossin profil fotoğrafı
Lambossin8 ay önce

I desperately need to see Pecos County

Newton profil fotoğrafı
Newton8 ay önce

GitHub? How can I use this? @kyle_e_walker

Camp Dad Cam profil fotoğrafı
Camp Dad Cam8 ay önce

Have projected load growth matched to this?

SD NATIVE profil fotoğrafı
SD NATIVE8 ay önce

Your dashboard and data development are beautiful! GIS leading the way in spatially referenced data!

CaspianUI profil fotoğrafı
CaspianUI8 ay önce

Love this!

Paul Lumberjack profil fotoğrafı
Paul Lumberjack8 ay önce

I wonder what percentage of ERCOT queued projects actually reach commercial operation. That conversion rate would tell the real story here.

satish ravi profil fotoğrafı
satish ravi8 ay önce

Kyle I was work in Energy development. The data is helpful but we might not need to know what’s getting developed we need data on which has high changes of getting built. If you can bring that layer it will be very helpful

Sammy profil fotoğrafı
Sammy8 ay önce

Fire

Recover Republic profil fotoğrafı
Recover Republic8 ay önce

Can vibecoders one shot maps like this? And if so, how exactly?

Jeramy profil fotoğrafı
Jeramy8 ay önce

This is sick! Would love to chat about this. I’m doing a similar intelligence project for data centers.

Torey Hall profil fotoğrafı
Torey Hall8 ay önce

Did you make this?!

Kyle Walker profil fotoğrafı
Kyle Walker8 ay önce

sure did!

Torey Hall profil fotoğrafı
Torey Hall8 ay önce

Holy smokes- do you have api?!

Benzer Videolar

$IREN: Fake vs Real Power Something that appears to be overlooked by the broader $IREN investor community, and especially by analysts, is the recent set of ERCOT (Texas grid) changes. For a long time, most data center developers could purchase random parcels of land, or secure land through option agreements, and then claim they had a “multi-GW” power pipeline in Texas. Somewhere in the footnotes, they would then clarify: *Pending grid studies, interconnection agreements, and ERCOT approvals.* It used to be difficult to distinguish between what was “real” power and what was, at best, aspirational. That was especially true for projects already halfway through the process, such as those that had partially completed grid studies but had not yet secured the remaining approvals. This led to a tsunami of “fake” power claims from operators across the industry, many of whom used inflated pipeline claims to support their valuation and strengthen their negotiating position. With the new ERCOT changes in place, that is no longer possible. The statewide grid operator has now introduced a new batching system that categorizes projects based on real, tangible progress and the steps they have taken, queuing them accordingly. As of today, it largely comes down to whether your project is in “batch 0, base load”. If you are not in this initial batch, you can effectively kiss your project goodbye until, at the very earliest, 2028. For the first time, counterparties (i.e., customers) and investors alike can distinguish between what is real and what is fake, or at best still many years away. This plays directly into $IREN's hands, as it is one of the few operators in the space that has always been straightforward about its power pipeline, only announcing sites that have gone through all the necessary steps and approval requirements. As such, $IREN's Sweetwater 1 & 2 sites are all but guaranteed to be in the first “base” batch, with additional unannounced sites also likely to be part of it. These new changes undoubtedly strengthen $IREN's negotiating position, as the pool of seemingly near term capacity has now shrunk by a meaningful margin.

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