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Greg Schivley

@gschivley.bsky.social

Energy systems data, code, hiking, bikes, and more. Building stuff in the ZERO Lab at Princeton.

784 Followers  |  398 Following  |  172 Posts  |  Joined: 20.09.2023
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Posts by Greg Schivley (@gschivley.bsky.social)

Open Energy Data For All: Summer Data Lab 2026 - Catalyst Cooperative Catalyst Cooperative has spent the last year or so developing educational materials for early career energy researchers, with generous support from the Sloan Foundation. We’ve created a set of interac...

Hey #EnergySky! This summer we are organizing a 2-day energy data lab for early career researchers from August 11-12 at Georgia Tech. It will be a mix of tutorials, open lab time, and networking. Applications are due April 3 – for more info, see our blog post: bit.ly/catalyst-dat...

19.02.2026 19:49 β€” πŸ‘ 11    πŸ” 8    πŸ’¬ 1    πŸ“Œ 0

Best heat pumps lists are great, but it's also good to know what to avoid. Can't say I love my Bosch system and I know someone else with a newer model who thinks it's too loud. @kyrib.bsky.social you also have a Bosch, right?

03.02.2026 17:31 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

This is why Emily, Josh, and so many others like us have been thinking and organizing for the necessary public ownership transitions that we _must_ put in place to succeed.

We can both make sure we see the end of fossil fuels and make sure the phase out builds more justice, not more catastrophe.

30.01.2026 21:31 β€” πŸ‘ 17    πŸ” 3    πŸ’¬ 1    πŸ“Œ 0

Thanks for validating. Other details I know are Qcell 595 panels and expected CF of 14%.

Apparently ME is ending community solar β€” I don’t blame them, retail credits for large ground-mounted is kinda crazy. Might be the last chance and it also qualifies for the ITC.

Can’t hurt to call it out πŸ€·β€β™‚οΈ

30.01.2026 12:37 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

It’s ground mounted, south facing, 35Β°, in Maine. I’m looking at 10-20kW (offset small commercial use). I bet it’s still cheaper than Maine retail power, but paying rooftop rates for part of a project like this rubs me the wrong way.

30.01.2026 12:10 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

@commercialsolarguy.com am I right to think that $3500/kW for a share of a ~1MW community solar farm seems steep?

30.01.2026 02:13 β€” πŸ‘ 2    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

What’s a reasonable price per kW for building 1MW commercial (community solar) these days? And how much should a customer expect to pay for buying a fraction of the project?

#energysky

29.01.2026 22:31 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 1
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According to a new court filing, the Trump administration has a six-page list of banned words that Head Start locations are forbidden from using when describing their programs.
Among the censored words: "disability," "race," "women," "trauma," "Gulf of Mexico." Short thread with the full list. 🧡

10.12.2025 23:51 β€” πŸ‘ 2830    πŸ” 1497    πŸ’¬ 288    πŸ“Œ 398

ReEDS has tx line capacity in both direction. Many cap expansion models use a single value. Better to use the avg or max? Max makes sense if power flows continue in the same direction.

Any thoughts? @wilsonar.bsky.social @nworbmot.bsky.social @oetenergy.bsky.social @bistline.bsky.social
πŸ”ŒπŸ’‘

01.12.2025 14:37 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

πŸ§ͺLet’s set the record straight. AGAIN

Andrew Wakefield’s paper was RETRACTED by The Lancet in Feb 2010.

21.11.2025 03:10 β€” πŸ‘ 280    πŸ” 114    πŸ’¬ 9    πŸ“Œ 3
A bathroom gender sign with a mermaid on one side and a pirate on the other. Underneath it says β€œwhatever, just wash your hands”

A bathroom gender sign with a mermaid on one side and a pirate on the other. Underneath it says β€œwhatever, just wash your hands”

My new favorite bathroom sign

17.10.2025 13:16 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

The #USRSE (research software engineering) conference wrapped up today. I was excited about 1) the number of undergrads attending, and 2) that there are already recent college grads working in the field. It's great to see the field expand beyond those of us with PhDs that stumbled into it.

08.10.2025 19:28 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
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X1 TLR here, not that I know the difference. More that I needed something wider (40mm) and with some tread for rides on rail trails with my daughter on the back.

05.10.2025 00:27 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

Me, a rock climber: I have calluses on all my fingers.

Me, after getting a new set of GravelKing tires on my bike: Oww, my thumbs hurt πŸ₯Ί

04.10.2025 20:48 β€” πŸ‘ 2    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0
More on the decline and fall of Steven Levitt | Statistical Modeling, Causal Inference, and Social Science

statmodeling.stat.columbia.edu/2025/09/24/m...

"Levitt was a University of Chicago professor, he has (by academic standards) nearly infinite resources, he could study whatever he wants, and he’s going for . . . clicks?"

26.09.2025 00:15 β€” πŸ‘ 36    πŸ” 10    πŸ’¬ 4    πŸ“Œ 2
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NEW TOOL: a one-stop, searchable home for 250+ state energy and climate policies, targets, and incentives. Perfect for planners, policy-makers, and analysts.

apps.epri.com/energy-polic...

24.09.2025 17:20 β€” πŸ‘ 73    πŸ” 32    πŸ’¬ 1    πŸ“Œ 0
Paper figure showing that EIA's estimate of monthly generation at smaller hydro plants in the Mountain region can be wildly over-smoothed compared to a more accurate estimate. The EIA estimates are strongly influenced by the largest dams (i.e. Glen Canyon and Hoover).

Paper figure showing that EIA's estimate of monthly generation at smaller hydro plants in the Mountain region can be wildly over-smoothed compared to a more accurate estimate. The EIA estimates are strongly influenced by the largest dams (i.e. Glen Canyon and Hoover).

Apparently EIA's method results in an over-smoothed distribution of energy across the year, especially for smaller dams. Figure from an earlier paper by the same authors showing how Hoover and Glen Canyon profiles are applied to other dams in the region.

www.nature.com/articles/s41...

03.09.2025 19:50 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

Using dam release or streamflow is more accurate than surveyed plants. They provide generation estimates using both historical capacity (where plant cap has changed over time) and *current* capacity, which is useful for power system models representing today's capacity in historical weather years.

03.09.2025 18:50 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0
Preview
Forty-year hydropower generation reanalysis for Conterminous United States - Scientific Data Scientific Data - Forty-year hydropower generation reanalysis for Conterminous United States

Just found out that EIA downscales annual generation to monthly at most hydro plants using a sample of surveyed plants. ORNL has a paper where they reconstruct monthly generation from 1980-2019 at plants >10MW using local proxies. #EnergySky

@catalyst.coop

www.nature.com/articles/s41...

03.09.2025 18:50 β€” πŸ‘ 4    πŸ” 1    πŸ’¬ 1    πŸ“Œ 0
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Living the dream. All 6 of biked to the beach!

27.08.2025 00:09 β€” πŸ‘ 5    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

If they're actually LIB, any reason to believe that charge rates are much lower than discharge rates? I wouldn't expect them to be but suppose they could be setting operational limits.

14.08.2025 18:03 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0
Shift Key Summer School podcast episode: how do power markets work?

Shift Key Summer School podcast episode: how do power markets work?

Today on SHIFT KEY Summer School: how do electricity markets work? I give @robinsonmeyer.bsky.social a primer on marginal generators, bid curves, and capacity markets. Listen @heatmap.news or wherever you get your podcasts. πŸ”ŒπŸ’‘

13.08.2025 13:57 β€” πŸ‘ 20    πŸ” 5    πŸ’¬ 0    πŸ“Œ 1

#EnergySky I noticed that Idaho Power lists ALL of their existing/proposed storage units as flow batteries (FLB) in EIA860. They also show max discharge rates as 4-10x the charge rate. Duration is 4 hours in all cases.

Anyone know if these are just LiB, or actually something different?

13.08.2025 16:52 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

With Copilot and Claude 4 it finally feels like I have a tool that can take instructions (or vague ideas) and implement them in my code. I *could* have written a decorator that fills function args using dict values in a class singleton, but I would have taken days. Just did it in an afternoon 🀯

31.07.2025 20:08 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

Anyone have a good analysis of the GW of potential gas plants by COD in the US, based on known gas turbine supply deliveries? #energysky

31.07.2025 00:33 β€” πŸ‘ 1    πŸ” 1    πŸ’¬ 0    πŸ“Œ 0
Questions 40a and 40b from EIA-860 Schedule 3, Part B. They ask what the primary and secondary application(s) are of the energy storage device.

Questions 40a and 40b from EIA-860 Schedule 3, Part B. They ask what the primary and secondary application(s) are of the energy storage device.

I'm digging into the EIA 860 Energy Storage file, where there are a bunch of columns that describe its application (arbitrage, frequency reg, backup power, etc). Values are "Y" or "PR". But PR isn't described anywhere!

After some digging, I'm pretty sure that PR is "primary".

You're welcome.

23.07.2025 19:23 β€” πŸ‘ 2    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
Water cascades down a hill through trees, with a mountain in the background. Taken in Canmore.

Water cascades down a hill through trees, with a mountain in the background. Taken in Canmore.

A Canadian flag waves in front of the sunset as seen from Sulphur Mountain.

A Canadian flag waves in front of the sunset as seen from Sulphur Mountain.

A black bear grazing in Banff.

A black bear grazing in Banff.

A panoramic view of Lake Minnewanka and the surrounding mountains.

A panoramic view of Lake Minnewanka and the surrounding mountains.

It’s helpful to remember that not everything in the world is turning to shit. Last week my family went to Banff, which was absolutely incredible. Thanks Canada, for working to keep it wild.

03.07.2025 20:10 β€” πŸ‘ 2    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

Chasing fireflies with the kids was enough to get me sweating tonight. Then I realized the Porto/Al Ahly game was just up the road πŸ₯΅

24.06.2025 03:42 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

Later today, 12pm ET

18.06.2025 13:10 β€” πŸ‘ 7    πŸ” 2    πŸ’¬ 0    πŸ“Œ 0