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Cover art for The physics problem renewables solve and create: why supply variability breaks legacy grids

The physics problem renewables solve and create: why supply variability breaks legacy grids

August 8, 2026 · 10 min

Hugo Vance & Lila Soto

California's grid curtailed 738,000 MWh of clean power in just four months — a 29% year-over-year jump — even while running 15.8 GW of battery storage. The core problem is temporal, not economic: renewable energy is generated when physics allows, not when demand requires, and no market has yet priced the 'holding function' that fossil fuels provided for free.

Solar and wind power are variable resources, generating electricity only when weather conditions permit rather than when electricity demand is highest. This creates a fundamental mismatch between energy supply and demand timing — a problem known as intermittency.

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About this episode

Every grid operator managing renewables faces a version of the same trap every morning: too much power at noon, not enough at seven, and no clean way out. This episode starts with a number that shouldn't make sense — California curtailed 738,000 megawatt-hours of clean energy in four months, even while running 15.8 gigawatts of battery storage — and uses it to pull apart what's actually going wrong. The argument at the center of the episode is that the problem is temporal, not economic. Fossil fuel plants solved long-duration storage without anyone naming it: a coal plant with two weeks of fuel on-site was, thermodynamically, a storage asset. Renewables have to purchase that function deliberately, for the first time, with no inherited buffer. Cheaper panels make the generation problem easier and the timing problem harder. The episode moves through the evidence carefully — Chile's transmission merger that cut curtailment from 14% to 2%, then watched it creep back as capacity outpaced the grid; the real ceiling of lithium-ion at four to eight hours versus the hundred-hour gap that iron-air and hydrogen are each trying to reach in different ways; and the market structure problem where storage deployed for one grid service is legally prevented from stacking revenue from another. The technology is advancing. The institutions governing it mostly aren't. That tension is where the episode ends, and it's an uneasy place — which feels honest.

Frequently asked

Why is California curtailing so much renewable energy even though it has battery storage?

California curtailed over 738,000 MWh of clean power in the first four months of 2025 — a 29% year-over-year increase — despite operating 15.8 GW of battery storage. Most batteries cover only 4–8 hours of shifting, while curtailment is driven by structural mismatches between when solar and wind generate and when demand actually peaks.

What is the real physics problem with integrating renewable energy into the grid?

Renewable energy integration fails because electrical grids must match generation and consumption instantaneously — every second — with no natural buffer. Fossil fuel plants solved this invisibly: a coal plant with two weeks of on-site fuel was performing long-duration storage. Renewables provide no equivalent, so that 'holding function' must now be deliberately purchased for the first time.

Did Chile solve renewable energy curtailment by expanding transmission instead of building storage?

Chile merged its central and northern electricity systems in 2017, and curtailment subsequently fell from 14% to 2% over roughly eighteen months — with no new storage technology deployed. However, as wind and solar capacity more than tripled in the years that followed, curtailment climbed back toward 6% because grid expansion did not keep pace with generation growth.

What is long-duration energy storage and why does it matter for renewables?

Long-duration energy storage covers 8 hours to 100-plus hours of discharge — the range NREL identifies as a critical unresolved gap. Lithium-ion batteries handle 4–8 hours efficiently, but seasonal shortfalls lasting days or weeks require structurally different technologies. Iron-air batteries from companies like Form Energy target 100-plus hours, while hydrogen electrolysis remains cost-unproven at scale.

Why can't battery storage earn revenue from multiple grid services at once?

Under current electricity market rules, a storage asset providing frequency regulation generally cannot simultaneously capture energy arbitrage revenue — operators must choose one service. This means batteries are economically constrained before they discharge a single kilowatt-hour, limiting the financial case for deployment even when the underlying technology performs well.

Grounded in 11 sources
How Do We Solve the Intermittency Problem? · large.stanford.edu
Energy storage in the energy transition and blue economy: challenges, innovations, future perspectives, and educational pathways · link.springer.com
Revisiting grid flexibility techniques for minimizing ... · sciencedirect.com
Overcoming the integration bottleneck: a global review of renewable energy and grid adaptation strategies · tandfonline.com
Energy Storage | Understand Energy Learning Hub · understand-energy.stanford.edu
Frontiers | Storage requirements to mitigate intermittent renewable energy sources: analysis for the US Northeast · frontiersin.org
Comparative Techno-Economic and Life Cycle Assessment of Stationary Energy Storage Systems: Lithium-Ion, Lead-Acid, and Hydrogen · mdpi.com
[PDF] EXPLORING THE VALUE OF ELECTRICITY STORAGE · cleanenergyministerial.org
[PDF] Long-Duration Energy Storage Grid Integration-Valuation ... · docs.nlr.gov
Variable renewable energy - Wikipedia · en.wikipedia.org
Tackling Renewable Energy Curtailment: Causes, Impacts, and Transformative Strategies for a Resilient Grid in 2025 and Beyond · energycentral.com
Read transcript

Lila Soto: Long week — but I've been sitting with something that I think is going to bother both of us.

Hugo Vance: Mm. Should I be worried?

Lila Soto: Maybe. California's grid operator — CAISO — curtailed over seven hundred and thirty-eight thousand megawatt-hours of clean power in just the first four months of this year. That's a twenty-nine percent jump year over year. And the same system has fifteen point eight gigawatts of battery storage running.

Hugo Vance: Both figures are correct. And together they read as a contradiction.

Lila Soto: Right — but the part that doesn't fit is, curtailment should be going down if storage is going up. Why isn't it?

Hugo Vance: You see, curtailment is the word that hides the actual mechanism. It sounds administrative — a dial someone turns. What it really names is a structural collision between when renewables generate and when people need power. Intermittency. Solar doesn't consult the morning commute. Wind doesn't ask about winter heating loads. The mismatch is physical, and it operates on two entirely different timescales — the short one, a cloud passing, a wind lull — and the long one, weeks of low solar in December across an entire region.

Lila Soto: And the storage we have is mostly built for the short one.

Hugo Vance: Precisely. Which is why the twelve-percent improvement in curtailment from that fifteen-point-eight gigawatts is real — and still not enough. The generation is expanding faster than the storage can absorb it.

Lila Soto: But that framing — generation expanding faster than storage — it still makes it sound like a quantity problem. Like we just need more batteries. And I'm not sure that's it.

Hugo Vance: It isn't. Here's the actual thing: imagine your fridge runs on sunlight, but it only needs to be cold at midnight. Cheaper solar panels do not help you. You need a way to hold the energy across time. That's the grid's real problem — and it's temporal, not economic.

Lila Soto: Oh. Oh, that's — yeah, that reframes it completely.

Hugo Vance: And fossil fuel plants solved it without anyone noticing. A coal plant with two weeks of fuel sitting on-site is performing long-duration storage — chemical energy, ready to dispatch on command. Nobody called it storage. It was just... the fuel pile. The grid had a buffer built in, thermodynamically, and we inherited it for free.

Lila Soto: We inherited it for free. And now we have to — mm — actually purchase that function deliberately, for the first time.

Hugo Vance: Yes. And electrical grids have no natural equivalent. Without dedicated storage, generation and consumption must match instantaneously — every second. That's not a policy failure, that's physics.

Lila Soto: Which is kind of wild when you hold it next to the CAISO number. Seven hundred thirty-eight thousand megawatt-hours — that's not waste from bad planning, that's the grid hitting a wall that coal never had to hit.

Hugo Vance: Precisely. And here's where I'd be cautious about the optimism around lithium-ion closing that gap — those batteries run four, maybe eight hours. The seasonal problem, weeks of low solar in December, that's a different order of magnitude entirely. The thermodynamic advantage coal had wasn't four hours. It was two weeks.

Lila Soto: So cheaper panels get us more of something we can't always use, and the thing we actually need — the holding function — that's what we never built a price for.

Hugo Vance: And that holding function — the one we never priced — is precisely where the three-way trap closes on operators. They can overbuild, curtail the surplus, and eat the waste. They can deploy storage and try to shift energy across time. Or they accept the shortfall and risk rolling blackouts. None of those exits is clean.

Lila Soto: None of them. And what's strange to me is — operators are making that choice every single morning. It's not a policy debate happening in a committee room, it's a dispatch decision at six a.m.

Hugo Vance: Precisely. Now — Chile almost escaped it. Not through storage. Just connections.

Lila Soto: Chile merged its central and northern electricity systems in 2017 — no storage revolution, just transmission — and curtailment fell from fourteen percent to two. That's a twelve-point drop from wiring things together.

Hugo Vance: Twelve points. Yes. Think of a grid operator in Santiago watching that number collapse on her screen over eighteen months — no new batteries, no hydrogen, just energy moving where it hadn't been able to reach before. That must have felt like the problem was solved.

Lila Soto: And then — what, five years later — she's watching it creep back up to nearly six percent. Because wind and solar capacity more than tripled while the grid expansion just... didn't keep pace.

Hugo Vance: We moved the deadline. That is the historical pattern I recognize — we solve the visible problem, and the hidden architecture reasserts itself. Chile didn't fail. Chile ran out of runway.

Lila Soto: Which means any single fix — transmission, overbuild, even the storage we have now — it's all just buying time against a capacity that keeps growing faster than the infrastructure.

Hugo Vance: And the storage question gets stranger the deeper you go — because lithium-ion's success at four-hour smoothing is real, and it may be obscuring a much larger gap that Form Energy and pumped hydro and hydrogen are each trying to reach in very different ways. That's the part worth sitting with next.

Lila Soto: But lithium-ion is genuinely winning at what it's supposed to do, and we're somehow still losing. Like, ninety to ninety-five percent round-trip efficiency, costs coming down toward a hundred and twenty dollars per kilowatt-hour — that's not a failing technology.

Hugo Vance: No. It's a technology solving the wrong duration. Four to eight hours is real. What NREL has identified as the critical unresolved gap is eight hours and beyond — in some cases a hundred hours or more. That's long-duration storage. Lithium-ion at that scale becomes prohibitively large. The physics don't cooperate.

Lila Soto: A hundred hours. What does that even — I mean, that's four days of discharge.

Hugo Vance: Yes. And Form Energy is building toward exactly that — iron-air batteries, designed for a hundred-plus hours. The chemistry is different, the cost target is different. It's not an improved lithium-ion, it's a structurally different answer to a structurally different question.

Lila Soto: And pumped hydro is the thing we already have for long-duration — but it's basically geography-locked. You need the right mountain.

Hugo Vance: Correct — established, modestly growing, and you cannot build it in Kansas. Hydrogen via electrolysis is the candidate for seasonal gaps, weeks rather than days, but the round-trip efficiency is poor and the cost remains genuinely unproven at scale. It's the right idea for the right problem, and it doesn't work yet.

Lila Soto: So even if Form Energy delivers — the market has to let it actually earn revenue. And that's — wait, that's the Rocky Mountain Institute finding, isn't it? That storage deployed for one grid service almost never reaches net economic benefit.

Hugo Vance: Precisely. A battery providing frequency regulation cannot simultaneously capture energy arbitrage revenue under current market rules. You pick one service. Which means the asset is economically hobbled before it discharges a single kilowatt-hour. The physics are ready. The market structure isn't.

Lila Soto: So it's not just that we need Form Energy to work — we need markets that let the storage we already have actually stack what it earns. The technology problem and the market problem are running in parallel, and we're only talking about one of them.

Hugo Vance: And that's the thing that sits with me most heavily at the end of all this. The choice between overbuilding, expanding transmission, waiting for long-duration storage — that choice is not being made by physics. It's being made by markets, by regulation, by what CAISO can actually procure under current rules, by what a utility can get approved. Institutional inertia, mostly.

Lila Soto: Yeah. And the thing is — we did solve generation cost. That part worked. It's the timing problem that nobody actually purchased a solution for. We built the panels, not the clock.

Hugo Vance: You know — the fossil fuel era didn't choose its storage architecture either. It inherited it. Nobody decided coal would hold two weeks of energy on-site. Thermodynamics just handed that over. We are, I think, genuinely the first energy system in history that has to go out and deliberately purchase what the chemistry used to give away for free. That's an extraordinary position to be in, and I'm not sure we've fully reckoned with what it costs.

Lila Soto: That's kind of an uneasy place to land. Which feels right, honestly.

Hugo Vance: It is uneasy. And I think it should be. Thank you for pulling this thread — I mean it.