Wednesday, May 20, 2020

Mise En Place

This picture was retweeted by Adam Savage, NBD


Mise en place (me's on plas) means setting things in their place. It's a technique I've started to use in the kitchen, but I've found it's applicable well beyond the kitchen.

If you watch a cooking show from Everyday Cooking with Jaques Pepin and The Rachel Ray Show to the Tasty YouTube channel, you'll see little glass and ceramic bowls full of chopped veggies and spices. This isn't just a convenience for TV cooking; if you eat at a restaurant with an open kitchen you'll see these little bowls with single ingredients. It may seem neurotic to prep all the ingredients in neat little aliquots before turning on a burner, but it avoids several cooking pitfalls: the accidental four course meal, the scramble to chop garlic while onions burn, and the dreaded salt-for-sugar substitution.

Preparing for a meal using mise en place streamlines the actual cooking process and makes the part that matters - usually the application of heat - less prone to error. In my kitchen, I've occasionally served a side dish fully 20 minutes before the main while waiting for 4 quarts of water to boil. I've burned onions only to add garlic that itself only gets warm, never breaking down into those garlicky flavor compounds. Worst of all, I've entered the Total Meal Failure (TMF) spiral. While waiting for risotto to cook and thicken, I've paused to cut asparagus. For those of you who haven't made a risotto, while not stirring, the bottom will be burning onto the blazing hot base of the pan. The burnt flavor then infects the whole dish. That risotto had to be tossed. If the asparagus had been cut beforehand, the risotto could have been saved.

Setting out the ingredients beforehand is a way to minimize decisions and hurries in the heat of the moment. A recipe I made today said "Add scallions, nutmeg, sugar, 1/2 teaspoon salt, 3/4 teaspoon pepper, and minced sage; cook, stirring occasionally, until scallions are softened, about 3 minutes." Since I had done my mise en place, that instruction meant tipping a little glass bowl into the pan and stirring for a few minutes until I needed to add broth. If I hadn't prepared my bowl beforehand, I'd have 3 minutes to go outside to collect sage, chop a shallot, and fiddle with measuring spoons to get my salt, pepper, nutmeg, and sugar measured. I have to say it - that's a recipe for disaster.

Most people do some form of mise en place during common kitchen tasks. When making a sandwich, the assembly is usually done after all the toppings are collected from drawers, countertops and fridge shelves. When making a stir fry, which cooks quickly, all the ingredients are often at hand. Most kitchens have staples easily accessible - salt, pepper, maybe oils, bacon fat, or butter. All kitchens I've seen have easily accessible utensils like spatulas and wooden spoons. Moving outside the kitchen, many nearly-universal tasks are recognizable as mise en place: organizing Legos before a build, packing for vacation by setting things on the bed, laying out clothes the night before an interview. Each of these is a way of off-loading decision-making from stressful or hurried times to when things are relatively calm. You certainly can pick out your clothes in the morning before a 9am job interview, but you'll be splitting your attention between remembering that list of three things you innovated on the job in 2015 and making sure your socks match. It's easier to make some decisions the night before, during the relative calm.




Everyone at some point has come down with "One Damn Thing After Another-itis." This happens most commonly for me while leaving the house in the morning.
"Why are the keys not on the hook? I didn't realize we were out of oatmeal... I have a lot to carry, I should chuck it in a bag. Where is the bag? I can't leave the door open or the cat will get out... I'm going to miss the bus."
One. Damn. Thing. After. Another. In cooking, this may manifest in a ruined dish, but a morning crowded with rushed decisions can ruin a day. Hurried packing can lead to a ruined vacation. Everything in its place; mise en place. If your morning is going to be rushed, off-load as many decisions as you can to the night before. What's for breakfast? What are you wearing? What do you need to bring? These decisions don't need to be remembered in the moment. You can lay things together so you just need to bring everything in that pile you made last night, or my favorite, making a checklist the night before? Is everything on the checklist checked? Leave. You've got everything.

To broaden this idea one final step, the core idea behind mise en place is helpful beyond moving physical objects on your countertop or in your house. Each of the following three examples is a bit of a stretch, but I believe the sentiment still applies.

1) I try to live by the Kant-ian categorical imperative to never lie. It's an ideal, and I fall short occasionally, but it keeps my life so much easier to manage in the long run. Everything is in its place. If I'm asked something, I answer honestly, and because I have done this for many years now, I only ever have to compare my answer with reality, never some version of it. If I tell a friend that I love their acting, but acknowledge to a third party that I think they're no good, I've filled a can labeled "salt" with sugar and stuck it in the pantry of my life. I now need to remember that that can contains sugar, not salt. When I'm asked later on if I like my friends acting, I need to figure out what to say. I need to figure out which reality to represent - the one in which I like their acting, and the one in which it's rubbish. Which can of salt do I grab? Lying creates a cluttered cupboard, and keeping things in their place means I always grab the right thing - everything labeled "salt" is filled with salt because I'm only ever comparing what I say against reality.1

2) Browsing around on Netflix or Amazon Prime can occasionally lead to discovering a good show, though I've often found that recommendations from friends are far likelier to resonate. Making a decision in the moment while browsing means you're likely to be swayed one way or the other by factors like the autoplaying trailer or show thumbnail, which can be misleading and end up wasting your time and attention. Applying mise en place, you can have shows lined up, ready to watch when you find yourself searching for a show. If a friend recommends a show or movie off a steaming site, you can add it to the service's watchlist. When you want a new show, that list will guarantee two things: you've heard enough about the show to warrant checking it out, and you'll have someone to talk to about it.

3) Most people prep for meetings unless they're hyper-qualified and ludicrously competent at their jobs. You have some questions to ask and some things to offer. This prep work makes the meeting less stressful, and allows you to think on your feet, knowing some of the bases are covered. I've prepped for conversations like meetings. I noticed a while ago that conversations catching up with old friends have often had a certain characteristic. When asked "what's new?" I often mention recent things that are relatively mundane in the scheme of the time they're asking about, but since they're recent, they are on my mind.

"What have you been up to?"
"Been baking bread. It's nice because I can eat it before heading off to a grad school class and it fills me up before I can cook a good dinner."
"Wait, you're in grad school?!"

Before catching up, I put a few 'ingredients' in bowls, knowing we'll get to those topics. Important things going on in my life I want to share, and important things in theirs I want to know about. Knowing I'll have these bases covered means I can listen and engage with what they're saying rather than planning on how to talk about x, y, or z. Mise en place; having a few ingredient bowls ready to go, to flavor the conversation.

This last example illustrates one last thing about mise en place. It's helpful to reduce decision making to the relative 'calm before the storm' of a stressful or hurried task, but its best application to reduce decision making and increase engagement when a task is meaningful.

Cheers,


  - Scott






1: Always telling the truth comes with some hard conversations. I once received a gift I knew I wasn't going to use, and after two years finally fessed up and said that I didn't need it. It turns out that the gift itself was a regift, so I sent it along on its journey to a spot where it gets used at least once a week. The hard conversation can be difficult, but it often leads to more genuine interactions, and occasionally a better outcome than the alternative. Another 'white lie2' that is easy to fall into is the 'everlasting compliment.' Always saying exclusively positive things when asked for feedback may lead to short term happiness, but I find that giving honest feedback, even when negative, has one huge advantage - when the feedback is positive, they are certain you mean it. That authenticity goes a long way.

2: I ask people all the time to come up with scenarios in which 'white lies' are either harmless or lead to a better outcome than telling the truth, and I haven't yet found one where a lie is truly the better alternative. Fight me.

Wednesday, December 18, 2019

The Reality of Renewables





Generating power for the entire country comes with one fascinating quirk: the national grid produces the energy that is demanded at that particular moment. Phrased another way, power is used as it is created. In Xcel’s Pawnee coal plant in Brush, CO, a piece of coal is burned to drive a steam turbine, and some microseconds later, that energy is used to boil a kettle in nearby Wiggins.

From this reality of the grid, several consequences follow. The country has to generate more energy when the Superbowl goes to commercial and Americans turn on stoves and microwaves, so we have to have power plants that can quickly ramp up their production to meet the sudden demand. This need has been problematic in the UK when unexpected breaks in soccer games drive millions to energy-hungry tea kettles.

The power plants that have the capability to ramp up and down their production in response to demand are called load following power plants. These load followers carefully track the energy needs of the grid they are supplying and ramp their production up and down to meet the demand at that moment. When the Superbowl starts, these are the plants that ramp up or turn on to supply electricity to millions of TVs.

As well as the load followers, other forms of energy generation are the more laid-back base load power plants. A great example of a base load plant is nuclear energy. If you asked a nuclear power plant to quickly ramp up production, they would ask how you got in, then say they can’t easily change their output. These plants are kept on 24/7 to meet the base load: the lowest expected daily energy demand.

The extreme example of load following plants are peaking power plants, known as “peakers.” These plants are by default not producing power and only turn on when the base load cannot be met by the base load power plants. Their sole purpose is to smooth out intermittencies and ensure that just enough power is being produced. These plants operate inefficiently to prioritize a fast ramp up and ramp down time, and so the power they provide commands a premium price, as demand is necessarily high.

So what happens if this system goes wrong and there is more or less energy on the grid than is demanded? You might not have heard of the electricity wars between Edison and Tesla (the inventors, not the companies), but you have certainly heard of the band AC/DC. AC/DC got their name after someone saw the initials on a sewing machine. It stands for Alternating Current or Direct Current. Direct current is the kind you get from batteries, and alternating current comes from wall outlets. It is called alternating because it switches direction 60 times a second – 60Hz.

When more or less energy is produced than is needed, this frequency changes, which could begin to wreak havoc on things plugged into the national grid that are expecting a particular frequency. The grid is expected to deliver within 1% of 60Hz frequency to businesses and residences here in the US. One solution to this problem of shifting frequency is to have consumer devices like refrigerators monitor the incoming AC current and when it deviates too much from 60Hz, the device responds by powering down to reduce the demand. Enough consumer devices doing this will reduce demand back to the operating limits, and save consumers a few dimes a year to boot.

At this point it is helpful to look at some data. The California Independent System Operator (CAISO) is the main grid operator in California, responsible for about 80% of the energy usage of the state. Helpfully, they put all their data online, and update it every five minutes, and keep records going back months.

To start, here is the demand curve: how much electricity is needed throughout the day. Note that the y axis does not start at 0:


No surprises here. Overnight, less energy is needed, and there is a peak in the morning as people are getting up and in the evening after getting back from work. A lot of this is from energy-intensive appliances that heat up food and water, and relatively less from lights and TVs, as might be expected.

Next let’s take a look at the Net Demand, or what happens when you subtract out renewables (again, note the y axis):
The purple here represents the non-renewable resources. As expected, there is a dip starting around 7 am, lasting until about 5pm. This midday dip in non-renewable energy demand comes from the sun hitting solar panels.

One thing that can be seen by looking at the Net Demand graphs from many days is that California has been heavily investing in megawatts of solar energy, and less so in wind energy. The effect of heavy investment in solar over wind is that there is a narrow margin of renewables available when the sun isn’t out. December 16, 2019 (the day the data from these graphs was collected) wasn’t a particularly windy day, but the point still holds when looking at relatively overcast and windy days (look at Sep 9, 2019 for an example of a cloudy and windy day).

Next is the graph I want to dig into a little bit:

This graph shows how California met its demand on December 16th. I didn’t include coal, batteries, or “other” as they are insignificant to the overall supply, and I didn’t include Imports for clarity. The imports curve mirrors the natural gas curve, reduced by about 50%.

First to note is nuclear. The Diablo Canyon Nuclear Power Plant provides a constant 1,100 MW to California’s overall supply 24/7. On December 16, its output varied between 1,102 and 1,106 MW. This nuclear plant is a base load plant that cannot ramp. The Diablo Canyon Plant is due to shut down in 2024 or 2025.

Next is large hydro, or water behind dams. These can be ramped quickly, but not indefinitely. The water level cannot vary too much, so there is a natural limit to how long these plants can be ramped up - once the water level falls, it's time to shut down. On the other hand, if snowmelt from the neighboring Sierra Nevadas comes through the dam, operators have no choice but to let the water through. This leads to cheap energy prices in spring months. Large hydro is somewhere between a base load and a load following power plant.

Renewables including wind, geothermal, biomass, biogas, and small hydro account for a about 2,000 MW, and these can be considered base load plants. Solar is intermittent, and so can be load-following, but the manner in which they can be load following seems a shame. To make a solar farm load following, build many more solar panels than you need, and connect or disconnect them as the load changes. This seems wasteful, however solar panels do have an unmatched ramp up and ramp down speed; turning them on and off takes nearly no time. California routinely overproduces and curtails solar power at certain facilities during summer months.

Lastly is the hero of California’s load following energy production: natural gas. Natural gas plants can ramp up and down production to follow the load far quicker than coal or nuclear plants. They are comparatively nimble and reactive. Natural gas is at this point absolutely indispensable. Without it, California would be entirely reliant on energy imports from Nevada to match demand.

One more curiosity from the CAISO database. There are times when the cost of energy is negative. Before you get excited, you're not going to see a check from the energy company unless you are a wholesale buyer of energy, which you aren't. This negative cost arises due to excess energy being produced, and the fact that energy is expensive to transport. In some cases, it is cheaper for the grid operator to pay middlemen to offload excess energy than it is to transport or ramp down production. Living nearby a large hydro installation in springtime benefits an energy consumer. A typical large hydro plant might have fifteen room-sized turbines, 5 of which are usually on, but while snowmelt is coming through all fifteen might be producing power to get the water through the dam. This energy is cheaper to offload locally than transport elsewhere. Note to supervillains with energy-hungry doomsday weapons: find a valley in California and run your tests in the springtime to save money on a big electric bill.


The whole reason to have base load plants, load-following plants, and consumer appliances that turn of and off depending on incoming AC frequency is that we don’t have any way to store large amounts of energy. This is analogous to trying to run a restaurant with no refrigerators, or a bar with no kegs – a logistical nightmare. The challenge of large-scale energy storage is what stands between our current power grid, and one that runs off intermittent sources of energy like wind and solar.

There are some ideas floating around that may be able to scale to meet some of the eventual demand for energy grid storage:

1)    Batteries. Creating batteries that power cities rather than cars, watches, or laptops is difficult. Just wiring a lot of LiPo batteries together isn’t going to cut it. These city batteries will need to be charged in the summer, and hold that charge until winter with a near zero failure rate, and be made from earth abundant elements.

<sidenote> "Rare earth elements" are poorly named. Most aren’t rare at all. Every "rare earth element" is more common than gold, and there is about as much selenium as there is nickel. The thing that makes them hard to extract (rare) is that they don’t clump in exploitable deposits like gold or gemstones – they are more evenly distributed. To get an appreciable amount, you need to dig up an process a lot of earth. </sidenote>

2)    Pump Hydro Storage. This is essentially pumping water uphill and behind a dam during the day when you have energy, and letting it flow through a turbine at night when you need it. You can also pump up extra water in the summer and it stores perfectly well until it is needed in the winter. There is a related idea that replaces the dam in a valley with an underground reservoir, and trades out gravity for pressure: pump water underground at high pressure, and release the pressure to drive a turbine when you want the energy back.

3)    Molten Salt. Using power generated during the day to heat up salt until it is molten, as well as chilling antifreeze. This creates an extreme thermal gradient and you can use this to drive a heat exchanger to get energy out. This method doesn’t have a long shelf life – heat up salt during the summer and it will be cold by winter.

The three above are highlighted in this video.

4)    Flywheels. During the day, use solar power to spin up an enormous circular weight called a flywheel, storing energy in the form of angular momentum. At night, apply the brakes to spin up a turbine.

5)    Vehicle-to-Grid. We are starting to heft around pretty big batteries in cars and sometimes in wall mounted batteries in garages. The idea is to use these batteries for ‘peak shaving:’ sending energy to the grid when demand is high, and ‘valley filling:’ charging batteries at night when demand is low.

Without large scale and reliable energy storage solutions, the only way to move fully to renewable resources would be to fully supply our power needs even in the dreary January. Meeting the demand in January using California’s current ratio of renewable energy sources would result in overproduction in summer months several times over.

In the meantime, we need to meet the base load, follow the load as it changes, all while not releasing too much CO2. The path ahead seems clear:
·      Innovate and install energy storage solutions
·      Continue to invest in diverse renewable power sources
·      Build more nuclear plants to meet the base load
·      Keep our natural gas infrastructure in place until it’s no longer needed to follow the load

Cheers,

  - Scott