Ryan Mann
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ryancmann.bsky.social
Ryan Mann
@ryancmann.bsky.social
Analyst/modeler focused on DERs & demand flexibility. Technology + econ + regulatory/policy. @Sunrun @wattTime @Energy_Leaders @DER_Task_Force @theclimatevote
copperhome.com, formerly known as Channing Street Copper Company. Impulse makes a cooktop that is embedded in a countertop, whereas Copper makes a standalone range (induction stove + resistance convection oven).
Copper - Battery-Equipped Appliances
Thoughtfully designed, meticulously engineered, well made home electrification products.
copperhome.com
December 23, 2024 at 4:57 AM
One way to do this is to embed the battery in a high-electricity-consumption appliance - there are at least 2 companies doing this with induction stoves. Plug and play - no permits.
December 18, 2024 at 6:44 AM
Best food city in the country according to CN Traveler this year: www.cntraveler.com/gallery/best...
November 7, 2024 at 5:56 AM
CEC MIDAS might have the Net Billing Tariff Rates now - I could check with them if it's useful. midasapi.energy.ca.gov

I made this web app last year when the rates were getting finalized. There isn't an API for live streaming rates though. osesmo.shinyapps.io/NBT_ECR_Data...
October 19, 2024 at 11:21 PM
After I make a pivot table, I usually copy-paste its values into a new table next to it that I can clean up and take a screenshot of to share with others. Seems like sorting could be one of those cleanup steps.
October 19, 2024 at 10:55 PM
Heard today from a former Enel coworker now at a different charging company that's looking at migrating JuiceBox customers over to their app, including migrating utility programs. Will know more soon.
October 3, 2024 at 4:36 AM
The idea of leveraging the thermal mass of existing brick walls in buildings as thermal storage/demand flexibility was definitely a 🤯 moment while listening. Would be interested to know what the technical potential is - seems like it would be huge.
September 26, 2024 at 4:04 AM
What if the Excel file was put on a thumb drive, which was then bolted to a concrete pad?
September 21, 2024 at 12:48 AM
Know of any examples that show how to do this in Pyomo/Linopy? I just took a quick look at the GenX GitHub, but it looks like JuMP has its own unique syntax and I haven't programmed in julia before. github.com/GenXProject/...

Here's the current code that uses cvxopt: github.com/RyanCMann/OS...
September 19, 2024 at 6:48 AM
I first learned how to do optimization in MATLAB, so I'm used to manually creating the A matrices and b/c vectors when setting up LPs, & can't figure out how to set up multi-timestep energy-modeling problems using packages like Pyomo/Linopy where equations are written out algebraically.
September 19, 2024 at 6:44 AM
Great news! I'd love to switch my own (very small-scale) behind-the-meter open-source energy storage model over from cvxopt to highsopt as a way of testing it out, but the documentation seems pretty sparse. Is there a support community?
September 18, 2024 at 5:10 AM
There's a "GHG stonks and flows" joke here somewhere. www.cmu.edu/gelfand/lgc-...
Climate and Environment Lesson Plans - Gelfand Center - Carnegie Mellon University
Climate and Environment Lesson Plans
www.cmu.edu
September 10, 2024 at 3:04 AM
Yes - eyeballing from the chart, looks like there's about 5 GW of batteries and 5 GW of hydro now, & another 5 GW would mean that the gas would no longer be doing the duck-curve ramp on a day like this.

Did some toy modeling of this scenario for a college paper: www.researchgate.net/publication/...
(PDF) Electricity Markets, Optimal Power Flow, & LMP
PDF | On Jan 5, 2016, Ryan Mann published Electricity Markets, Optimal Power Flow, & LMP | Find, read and cite all the research you need on ResearchGate
www.researchgate.net
September 7, 2024 at 10:11 PM
The parts of the U.S. that are still fully vertically integrated seem to generally be behind the rest of the country on decarbonization. Their generation investment decisions also seem to be less transparent, harder to predict, and harder to shape through policymaking.
September 5, 2024 at 5:04 AM
"If you haven't already seen some of those wild demonstrations where 10 kW of boost power brings a pot of water to boil in seconds, well - look those up. They're pretty impressive" - Alec sending out the @damico.bsky.social Bat-Signal. www.youtube.com/watch?v=Ydaw...
World's Most Powerful Stove: Boils Water in Seconds | Impulse
YouTube video by S3
www.youtube.com
September 2, 2024 at 5:02 AM
I like to think of renewables as having weather-dependent nameplate/max capacity, rather than weather-dependent output. As you point out, the capacity of thermal power plants is also weather-dependent (ex. higher temps = lower efficiency), although grid planning doesn't fully take this into account.
August 16, 2024 at 4:54 AM
Or maybe not the valley itself, but some of the outlying areas.
August 16, 2024 at 4:47 AM
It was interesting to hear VP Harris mention unprompted that she's a "space geek" and has had the chance to talk with astronauts about viewing Earth. Wonder what that means for a certain AZ Senator's VP chances . . . static1.squarespace.com/static/5f7d4...
July 23, 2024 at 1:10 AM
Thanks for the reminder to re-listen to that episode of A Matter of Degrees: www.degreespod.com/episodes/sea...
July 22, 2024 at 6:30 AM
Great episode, and an interesting listen after last week's episodes of @volts.wtf and Catalyst about shipping that mostly wrote off battery electric propulsion in favor of liquid fuels. Yet another "hard to abate" sector that turns out to be electrifiable - time for another H2 Ladder update.
July 18, 2024 at 1:26 AM
There might be a way to enroll in the SCE/TeMix Phase II pilot: www.dret-ca.com/dynamic-rate...
June 21, 2024 at 6:03 AM
Did you create an automation to do this?

The only product I'm aware of that does something similar is JuiceNet Green (on Enel X Way JuiceBox chargers) using marginal emissions data from WattTime.

My understanding is that only generators see nodal prices, LSEs buy @ DLAP.
June 20, 2024 at 3:19 AM
... cost & therefore their marginal cost is lower than fossil fuels. Also, US reactor designs can't really ramp up and down, so they have to be run at constant output to serve "baseload". See the Figure 2 graph, which I found on PJM's website: www.researchgate.net/publication/...
(PDF) Electricity Markets, Optimal Power Flow, & LMP
PDF | On Jan 5, 2016, Ryan Mann published Electricity Markets, Optimal Power Flow, & LMP | Find, read and cite all the research you need on ResearchGate
www.researchgate.net
June 13, 2024 at 4:19 AM
Also, this is really nitpicky, but the description of nuclear as being @ the top of the bid stack ("tends to be the most expensive") was incorrect. A plant like Vogtle has a very high levelized $/kWh cost, but nuclear plants in competitive wholesale markets bid in a low price, because their fuel ...
June 13, 2024 at 4:14 AM
... elements (super-wonky and region-specific ones like Reliability Must Run contracts, or methods of deeming qualifying generation capacity in capacity markets, or even utility cost-of-service regulation) that are keeping fossil power plants online and/or undercompensating renewables.
June 13, 2024 at 4:02 AM