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160kph Battery Train Technology In GTHA (Electrification Solution for Kitchener Line)

The primary advantage of conventional electric trains over diesel trains is that they have a vastly better power-to-weight ratio due to not needing to carry their fuel. Battery-electric trains do not share this advantage.

A slight nitpick.

For locomotive hauled trains....Locos are designed to stay within a given weight limit per axle. With four axles being the norm, the weight of both electric and diesel commuter locos in North America tends to be under the traditional 266,000 lbs.

An electric locomotive of that size will be able to collect and apply a much greater amount horsepower than a diesel of the same weight. It’s the numerator, not the denominator, that gives an electric the advantage. The weight of the fuel factors into this, but isn’t the determining factor. Wires can deliver more horsepower than an internal combustion engine can produce, or than today’s battery can deliver, given a weight restriction of 266,000ish lbs.

EMU’s however are a different story.

- Paul
 
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A slight nitpick.

For locomotive hauled trains....Locos are designed to stay within a given weight limit per axle. With four axles being the norm, the weight of both electric and diesel commuter locos in North America tends to be under the traditional 266,000 lbs.

An electric locomotive of that size will be able to collect and apply a much greater amount horsepower than a diesel of the same weight. It’s the numerator, not the denominator, that gives an electric the advantage. The weight of the fuel factors into this, but isn’t the determining factor. Wires can deliver more horsepower than an internal combustion engine can produce, or than today’s battery can deliver, given a weight restriction of 266,000ish lbs.

EMU’s however are a different story.

- Paul
Yeah in my head I was thinking of the difference between a DMU, Battery-EMU and EMU, where weight is more evenly distributed and traction is less of an issue.
 
The Rapid & Clean (Cradle-to-Grave) Commodification Of The Lithium Battery

This might sound like an infomercial, but I'm writing an even stronger citations-filled rebuttal for this sentence.
Also I don't like the idea of grid level batteries because of the amount of rare earth metals needed and the specialized manufacturing of them.
This is a now outdated myth. I have been paying attention to the sheer miracle of price drops in lithium batteries. I remember the days when they were a $400 luxury battery pack for laptops, but lithium is now a cheap commodity of the modern technology economy.

Even if you're not a fan of Elon Musk or the Cult of Tesla, we still have to blame Tesla for the upside-down rocket of lithium battery pricing: rocketing down towards the ground. There are now plans to reduce the price of lithium to just $30 per kilowatt hour in the next decade. How crazy is that? That's a battery capable of powering an electric space heater for one hour!

Even if you love or hate Musk with a passion (or the crazy Hyperloop versus Subway debate), we have to concede the recent Tesla's Battery Day and its announcement of the 4680 lithium battery provides some impressive insights of the future of lithium batteries -- and how they will filter down to electric trains later this decade.

Just like we all gawk at the impressiveness of Space X even if some of us might not like the founder's eccentricity or ridiculous antics -- we have a lot to love about battery innovations -- it already entered Metrolinx/TTC/etc in that electric buses & battery farms utilize the many innovation kickstarted by Tesla last decade.

Cheap Products Exist Today That Didn't A Few Years Ago
Even today, I now have a pocket car booster the size of a smartphone battery bank, but has successfully restarted my car as well as a motorboat in Ontario cottage country (unexpectedly -- someone asked me for it for their boat -- and it worked). Such products exist now thanks to Tesla, for better or for worse. Main battery weighs less than pound yet outputs 400 to 1,000 cold cranking amperes. It used to be science fiction for a battery weighing less than half kilogram (789 grams including included short booster cables).

(Source: Amazon)

And costs barely above $50 Canadian and weighs less than my old booster cables in the trunk that I no longer need. The ultrahigh-surge-output 18650 lithium batteries inside cost only a few dollars at the factory now (combined with some electrolytic capacitors to put some boost amperage). How impressive is that products like these exist today -- that didn't a few years ago, at impulse-purchase prices?

Sure, we can complain about a consumption economy and the environmental issues of buying so much consumer product....but this is still a nod to how fast powerful-output lithium batteries have become cheap. Even if it's only about 70 watt hours of batteries inside there that is doing brief surge-output of multiple kilowatts (actual measured).

Metrolinx's "battery-farm-replacing-gas-plant" is a rapid 180 degree made possible only by sheer economics. When the Crosstown was originally planned, a peaker gas plant was planned, and any alternative solution was just pipe dream ($$$$$$). So the plant was quietly cancelled (no scandal, as no funds were yet spent on a gas plant) and replaced with plans for a battery farm that actually ends up cheaper to operate + more environmentally friendly + more community friendly.

Clever Lithium Battery Design in 2020
According to battery experts (some of whom hate Musk), they said the design of the 4680 lithium battery is "brilliant" complimenting a lot of left-field thinking that makes it cheaper + better + higher capacity + more environmentally friendly + reduction/elimination of rare earth or conflict minerals + easier to manufacture + smaller manufacture factories. Never has happened before that every aspect has improved simultaneously at the same time, with fewer or no compromises. Sandy, a famous Elon critic who's a battery researcher -- has acclaim about the battery (YouTube), giving the battery design an "A plus" grade.
fK9Oqc3.png

(Source: Tesla Battery Day Video, linked below)
This new battery design makes cooling easier -- 70% of heat is generated at copper end of the jellyroll (increases wattage output, speeds up charging, lowers internal resistance and reduces waste heat per kilowatt), making a simpler heatsinked "cooling plate approach" feasible; such venting heat out of armored metal plates on car bottoms or train bottoms. The universal advantages is why the well-known battery critic gave this design an A+ as it solves many problems.

Lithium Cells With No Conflict Minerals / No Rare Earths, Avoids Need For Congo/etc.
We don't like hearing about conflict minerals. Some lithium chemistries focus on other materials. Battery Day announced multiple conflict-free chemistries for lithium batteries.
News: Elon Musk Warns That Tesla's Cobalt Use Is Heading Toward Zero
News: Tesla Battery Day A Possible Blow To Cobalt Miners
News: Main takeaways from Tesla Battery Day: $25k EV, cobalt-free batteries & more
(Choose your favourite reputable news source, etc, etc -- all confirm it)

Recycling Lithium Batteries Efficiently, Profitably & Less Emissions Than Mining
Recycling is highly lucrative because it's cheaper than mining because they're all conveniently in one place (large packs from old cars + old gridscale farms), making recycling infrastructure much easier. As they expand manufatcuring, they built pilot plants with high recycling success rates. Their goal is 100% reycling. I'll just link to google searches.:
Google Search: tesla lithium battery recycling
Google News: tesla lithium battery recycling
1602708392193.png

(Source: battery critic's mockup of prototype battery undercarrage for Tesla cars -- this one is 130 kilowatt-hours, and capable of outputting nearly 1 megawatt in surge power, conveniently all crammed together for easier automated recycling infrastructure)

For First Time, Lithium Cells Manufactured Like Soda Bottles In a Continous Moving Assembly Line
Tesla has figured out how to manufacture lithium batteries in a continuous moving assembly line in a way that is very similar to soda bottles. Here is a photograph of one of their pilot assembly lines for 4680-Cell lithium battery manufacture. Less scrap, less factory size (less than a fifth), less environmental footprint from manufacture.

(Source: Tesla Battery Day Video, 1h23min into video showing the high speed battery manufacturing line)

The design goal is one sequental assembly line outputting 20 gigawatt hours per year! On a land footprint only one-seventh the size of existing lithium battery manufacture. And they want to make many assembly lines, to output multiple terawatt-hours per year by 2030.

Truly, and jawdroppingly, it seems that Tesla is going ruthlessly full "Model T Ford" on figuring out how to manufacture lithium safer/better/faster/cheaper/environmentally friendlier/etc -- competitors are going to be copying these techniques rapidly.

Now, now, I know Tesla is not the only battery manufacturer. But they set the benchmark currently, and other battery manufacturers are rapidly working to copycat a lot of the innovations. What was formerly a slow, expensive, environmentally-unfriendly manufacture, is rapidly becoming cheaper, greener, and more viable. Any lithium batteries that integrates itself into our transit network, is at least indirectly, in thanks to Tesla now.

Ontario Transit is Batteryifying Already
Even Ontario transit is already rapidly batterifying some parts of transit already (TTC battery buses, and Eglinton Crosstown LRT battery backup) thanks to the Tesla pushes over the years, regardless of whether you like/hate Tesla. Actual battery deployment already, and no hydrogen trials. Elginton Crosstown began construction without a planned battery, but lithium so rapidly became cheap, that Metrolinx managed to change plans non-scandalously on that as a jawdrop.

This is why I have no belief in hydrogen winning over batteries. Bet your mortgage on battery, not hydrogen. They'll both coexist, but battery will (on average) be more popular.

</micdrop> ;)
 

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Now, how will this affect future electric GO trains?

It will be about 5-10 years before the train manufacture catches up to some of these Tesla innovations, but generally speaking, look at this image I posted earlier:

Cooling is Massively Simplified / Lighter because of the new cooling design innovations
While the battery is only about 6/5ths more power-dense than the earlier 2170-form-factor lithium batteries, the critic/researcher comliments the sheer cooling-plate miniaturization improvement means 130 kilowatt-hours fit in the same space as 74 kilowatt-hours -- almost twice the battery power because of more compact heatsinked cooling plate approach. That means a 12 coach train would have over one-megawatt hours in a dozen batteries capable of outputting a grand total of approximately 10 megawatt surge if desired (13000 for the brief train accelerations needed, Most of the heat emits at the ends of the battery, and the new copper jellyroll end has 70% of the heat generated; simplifying battery cooling to a plate-based approach.

Presumably, train manufacturers will latch this as a simplification. It only requires a few inches of height inside a train undercarriage, and only one of these packs are needed per EMU coach (or two), to meet Metrolinx's goal of short catless hops (Hamilton, Brampton, Bowmanville, etc) with only a shallow battery discharge -- with enough reserve (more than 50%) for heating a trapped train in the middle of winter. And the cooling plate can double as train-bottom armour (protection + cooling radiators), much like today's Tesla car. The rest of RER (electrified urban GO Expansion) will recharge the battery on the fly.

1602708392193-png.276772

This battery outputs almost a megawatt -- over 1,000 horsepower -- and 130 kilowatt-hours total.
See how small it is, relative to an EMU train coach size?

For those not aware -- existing batteries Tesla cars can have up to 100 kilowatt hours (e.g. the Model P100D), and already capable of outputting almost half a megawatt today already (~400 kW) -- in a undercarriage skateboard format -- so 130 kilowatt-hour and nearly a megawatt output is pretty realistic for future 4680-based packs. Today, some electric supercars can output a megawatt already from its onboard battery. A megawatt today, actual measured (over 1300 horsepower) -- from an undercarriage battery of one car! At peak surge, that is half the horsepower of an MP54AC locomotive, in an actual electric supercar. This is not science fiction anymore.

But we don't even need that much surge power; we just need compact pack assembly suitable for EMU train coaches, and that's being solved by the new cooling plate innovation.

Low Bulk: Only One Of This Pictured Battery Pack Per GO EMU Coach Needed
Based math calculations of how much power is needed to pull one coach across the typical Metrolinx lengths -- only one (or two) of these 8cm-tall battery packs are needed per EMU train coach for a RER-II extension of a catenary RER plan.

Math: This pictured battery pack is capable of outputting almost a megawatt surge -- more than 1,000 horsepower. 12 coaches of these, one per coach, is 12,000 horsepower. -- more than twice a double MP54AC pair (2700 + 2700 = 5400 horsepower). But that's massively overkill, you don't need that much electric wattage -- about 2700 electric horsepower will have roughly the same horsepowerage as a single MP54AC. So let's use 2700hp as realistic max. But, the max horsepower is only needed for a few seconds: overcoming the stiction during accelerating during uphill from a train station. 2700hp = 2 megawatt, or about 170 kilowatt per coach for a 12-coach. Even if it was continuous all the way to acceleration completion, outputting 170 kilowatts for 2 minutes (2-degree uphill acceleration of an overloaded train, worst case acceleration scenario) only depletes barely 10% of this pictured battery. Now, electric traction is incredibly efficient -- EMU traction is more efficient than diesel locomotive traction -- less equivalent wattage per unit of acceleration -- so realistically will use far less than 170 kilowatts continuous per coach especially conservative acceleration on level ground which is far more efficient. So you could make do of only 2-5% battery discharge per station departure from a station as the train driver (and train computer programmed) to intentionally slow acceleration from battery-only stations to be nice to the battery (3-minute accelerate instead of 1-to-2-minute accelerate); and you only need to worry about 2, 3 or 4 stations for a RER-2 catless extension of RER catenary to freight tracks. We don't need 500 miles on electricity like this will power a Tesla car -- we only need enough power to hop catless sections with a big safety margin for winter stalls. With good shallow-discharge SoC management, these packs are good for more than 10,000 trips across the catless sections -- many years of service -- and then it's a simple battery swap with the spent batteries spending a second life in a gridscale farm (75% capacity) before being finally recycled. If you're worried about safety margins, use two packs instead of one per coach. By year 2030, 130 kilowatt hours only costs $8450 manufacture plus pack assembly costs (double that), $16-$17K per coach. Then add whatever Alstom/Stadler/etc profit fluff, say $100K-$200K per coach, and the economically suddenly makes sense in 2030. .... A Metrolinx BiLevel battery EMU by 2030+ that costs only a bit more than a standard EMU? Sign us up!

Correct, we should not wait for battery trains. Electrification will happen with catenary anyway but they're not going to build catenary in Hamilton before 2040-2050 anyway. And battery coaches will become available long before then. The freight catenary problem remains. The train manufacturers are conservative but even today, the battery train trials are showing impressive results.

I predict ~2025, give or take a few years, will be the first announcement of battery backed BiLevel EMUs by a major (Alstom, Stadler, etc), which will begin to really catch Metrolinx's attention.

Then other countries try it out first, then it invariably shows miracle economics, and Metrolinx will use these in year 2035-2041 as part of RER-II to electrify to Hamilton (Metrolinx 2041 Regional Transit Plan of 15-minute electric Hamilton service by year 2041). These would only be used for routes that hopped catenary-less sections of the GO rail network, so Metrolinx battery trains might be expected to comprise a low percentage (such as only 10-20%) of the fleet by 2041, while achieving the documented 15-minute service required.

By then, other countries will have battery trains will have been operating for almost 25 years, with battery BiLevels operating for 15+ years, reprsenting a mature technology for Metrolinx by year 2041, the timepoint of 15-minute Hamilton electric service. When battery trains are already a mature technology by 2041 thanks to the unexpectedly ginormous ramp-up of lithium battery manufacture well before then;
 
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What would be the status of Toronto's catenary system after the widespread adoption of battery trains?

Would we switch to all battery or retain a hybrid battery-catenary system
 
What would be the status of Toronto's catenary system after the widespread adoption of battery trains?

Would we switch to all battery or retain a hybrid battery-catenary system
I'll be conservative on this particular front.

I prefer 100% cat for first phase, but include battery trains in second phase.

By the time Metrolinx decides to "electrify to Hamilton" (whether be 2041 or later -- Metrolinx 2041 Regional Transit Plan specifies Hamilton 15-minute by year 2041), my prediction is we'll have approximately 80% catenary, with a smaller fleet of battery trains covering the missing-20%.

I even eventually expect Grimsby-Niagara to be partially catenary on the parallel Metrolinx track (at least catenary at sidings at stations to recharge trains while dwelling, and at Metrolinx's Lewis Yard in Grimsby). But with gaps in catenary for the CP switches for servicing the northern lakefronts, so that freight trains are never under catenary.

Catenary is thus, viewed as charging infrastructure for battery trains, while running non-battery trains for high frequency urban service. The beauty is catenary-and-battery is very complementary and backwards compatible, with huge flexibility of how soon/late we deploy battery trains for all the catless extensions. And increasingly better battery trains can extend further, perhaps even to Niagara.

Thusly, I do not expect catenary to be ripped down due to battery trains; instead it merely serves as route-extensions & convenient "charging on-the-fly" infrastructure. Charging en-motion!

You don't even really need more electricity capacity for an 80%-catenary build, you can simply trickle-charge instead, fitting in the existing power budget of existing cat builds. This is because trains will spend most of its time under catenary. It'd slowly do a full recharge (within prescribed SoC envelope) everytime the battery trains goes "Burlington-Union-Oshawa-Union-Burlington" (long 100% catenary trip); allowing the train to be trickle-recharged again. Such catless trips will be minor impact to the battery most of the time; a small ~10%-to-25% discharge from its previous Aldershot-Hamilton-Aldershot leg (catenary-less leg) -- the extra reserve is for winter capacity + being stuck on tracks for long periods.

Shallow discharges and recharges like that tend to not wear down the lithium battery like full cycles, easily allowing minimun 10,000 trips, likely multiple tens of thousands of trips, given Tesla's successful million-mile battery experiments.

If Metrolinx ends up going catenary for first phase, then it is obvious to bet the mortgage on battery trains being part of Phase 2 (whenever that may be, even if delayed past Metrolinx 2041) for at least one catenary-less route extension. Phase 1 doesn't have anything that fulfills the entire 2041 plan, and Phase 2 means there's already 25 years of battery train maturity, making them safe buys for Metrolinx by then.

Today's catenary build technically doesn't even need to plan for future battery trains -- that's the beauty.
 
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Another angle.

Ford is going to sell a battery-powered F150 pickup truck soon. On a related recent happening, Ford's prototype electric F150 pickup truck -- about 450 horsepower -- hauled 1.25 million pounds in fully loaded freight train.


That's approximately the same weight as a fully-laden 12-coach EMU including battery weight and standees!

The weight of a 5-coach Stadler KISS is 237 tons unladen, so bump that to 300 tons with an overflowing full passenger load, which is slightly above half a million pounds for an average fully laden crowded 5-coach train. Extrapolate that to a 12-coach, and this gets us to a ballpark of slightly above a million pounds for a fully laden 12-coach EMU+cat battery train -- the same as that freight train above -- pulled by a single electric Ford F150 prototype.

Although this is level track, it underscores the powerful gearless torque now available in a battery. Now imagine that truck's battery, enlarged slightly and put in a trian undercarriage, one per GO coach (1000 horsepower per coach), 12 coach, and you see the easily achievable 12,000 horsepower of which only about 2000 is needed for most accelerations away from stations. And enough capacity to hop many stations on uphill track.

Only need approximately 20x battery capacity of Ford F150 for Hamilton with 75% safety margin
We're looking at a battery merely about 12x bulkier (but spread throughout 12 coaches) & 20x more power capacity than this Ford truck (using the newer Tesla innovations for compact assembly + cooling). So you see, you only need one projected car-vehicle-sized battery per GO EMU coach for future battery trains in a 80%-catenary scenario. And it'd only eat up 25% battery power during Metrolinxs' catless sections. This gives you uphill traction capability + plenty of winter reserve + winter heating ability + safety margin for mid-winter stuck on freight tracks + babying the battery with under one-quarter needed horsepower and under one-quarter needed battery capacity = lots of safety reserve.

Maybe 75% is too generous, or maybe 75% needs to be 80% or 95% -- but it shows the absurdly "well within technological possibility" point. And I'm even ignoring the battery-damaging charge top-off too! (That's why an iPhone battery lasts almost forever if you stop charging it past ~80% and never discharge below ~20%). 75% safety margin means a discharge from 80% capacity to about 60% capacity, leaving 60%-to-0% battery discharge for safety margin.

Less than 5% more weight per coach
In a Tesla, such a battery is approximately half a ton. But the new battery is lighter due to lighter cooling. But ignore that. Quadruple that to 2 tons to include modern solid-state inverter weight and trainbottom armour that doubles as heatsink/cooling. Just two tons per coach is now looking feasible with near-future technology. See? Adding a 1000-horsepower 100-to-150kWH battery is only 2 tons per coach. And 12 coaches. 24 tons total. That's enough for 80%-cat buildout with 25% battery discharge for catless hops (75% safety margin). Fairly insignificant extra load, less than 5% extra weight to an existing 12-coach EMU (24 tons total battery for a 500 ton empty 12-coach EMU perhaps weighing about 700 tons loaded with people).

And I'm being conservative -- I quadrupled yesterday's battery weight -- just to prove my point. This doesn't include tomorrow's battery innovations in the previous page. There's humongous margin -- and lots of time (2041) -- to eat into before I'm proven wrong.

See -- plenty of safety margin (by 2041) to turn Hamilton into Niagara Falls, and to turn Bowmanville into Kingston -- longer catless hops -- but you see, Hamilton is so well within the ballpark of near-term battery technology already. Just look at the Ford video. Just look.

New miniaturized 25 kilovolt inverters (similar to old wallwarts versus tiny iPhone chargers)
Today, new 25 kilovolt inverters are now being developed. They're shrinking fast -- imagine the progress from old wallwart AC adaptors to tiny phone chargers. From "filling half-a-locomotive" transformer long time ago, to a compact under-EMU or top-of-EMU power supply of just one coach. No bulky transformers needed anymore, can be integrated on a per-EMU-basis or on the roof next to the pantograph without sacrificing coach space. Modern inverters are now much lighter than the battery it needs to recharge. And inverters are now bidirectional, so regenerative braking can inject back to the catenary if the battery is full!

Those 1300hp electric supercars are already inverting 400-to-800 volt charging stations to a battery-compatible (4V) voltages yet small enough that you're able to lift the inverter yourself! They transform high voltages to barely above 4 volts per lithium cell safely battery-managed on a per-cell basis. Yet the weight of that inverter is no more than a full hiking/soldier backpack. Think about it -- a megawatt AC adaptor that's light enough for you to lift in a gym!

While train inverters will need to be heavier than that due to high voltages -- they're comparatively light. Semiconductor inverters of many kilovolts are now common in japanese railways (this paper), and miniaturized per-coach inverters are now common in Japan, covering many responsibilities ranging from converting overheads to motor traction through to the powering of the 100-volt onboard systems. These inverters are 80% smaller (1/5th the size) of the previous inverters they used, and this is not the lower limit of lightweight inverter miniaturization.

Compared to early 20th century pure transformers, they are the figurative miniaturization equivalent of a 1980s VHS camcorder being miniaturized to a smartphone camera sensor cube in the corner of an iPhone. These newer inverters are now only a few centimeters thick (the same thickness as new Tesla batteries), allowing them to fit rooftop or undercarriage. And, many new digital inverters now cover 25 kilovolt capabilities -- the standard catenary voltage -- multistage voltage conversion using thyristors/IGBTs then into high-voltage equivalents of conventional digital switching power supplies -- creates a very miniaturized 25kV box smaller than the battery it needs to charge/discharge, whether be one larger-but-ultrathin rooftop box next to pantograph for 12-coach, or multiple tiny 12 undercarriage inverter boxes next to the coach's battery.

Metrolinx 2041 Relevance
Year 2041 is actually a NET aka "No-Earlier-Than", given construction delays, alas. This means there's essentially a guaranteed minimum 25 years of trustworthy battery train maturity already by Metrolinx's earliest announced date of 15-minute Hamilton service. Metrolinx 2041 might as well be Metrolinx 2051 with the way some things seem to go. 35 years of battery train maturity! Thusly, the battery is an increasingly clearly obvious path.

This is not science fiction for Metrolinx 2041 Plan for the Hamilton 15-minute solution.

Hey -- it could come far earlier, who knows?
 
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Now, how will this affect future electric GO trains?

It will be about 5-10 years before the train manufacture catches up to some of these Tesla innovations, but generally speaking, look at this image I posted earlier:

Cooling is Massively Simplified / Lighter because of the new cooling design innovations
While the battery is only about 6/5ths more power-dense than the earlier 2170-form-factor lithium batteries, the critic/researcher comliments the sheer cooling-plate miniaturization improvement means 130 kilowatt-hours fit in the same space as 74 kilowatt-hours -- almost twice the battery power because of more compact heatsinked cooling plate approach. That means a 12 coach train would have over one-megawatt hours in a dozen batteries capable of outputting a grand total of approximately 10 megawatt surge if desired (13000 for the brief train accelerations needed, Most of the heat emits at the ends of the battery, and the new copper jellyroll end has 70% of the heat generated; simplifying battery cooling to a plate-based approach.

Presumably, train manufacturers will latch this as a simplification. It only requires a few inches of height inside a train undercarriage, and only one of these packs are needed per EMU coach (or two), to meet Metrolinx's goal of short catless hops (Hamilton, Brampton, Bowmanville, etc) with only a shallow battery discharge -- with enough reserve (more than 50%) for heating a trapped train in the middle of winter. And the cooling plate can double as train-bottom armour (protection + cooling radiators), much like today's Tesla car. The rest of RER (electrified urban GO Expansion) will recharge the battery on the fly.

1602708392193-png.276772

This battery outputs almost a megawatt -- over 1,000 horsepower -- and 130 kilowatt-hours total.
See how small it is, relative to an EMU train coach size?

For those not aware -- existing batteries Tesla cars can have up to 100 kilowatt hours (e.g. the Model P100D), and already capable of outputting almost half a megawatt today already (~400 kW) -- in a undercarriage skateboard format -- so 130 kilowatt-hour and nearly a megawatt output is pretty realistic for future 4680-based packs. Today, some electric supercars can output a megawatt already from its onboard battery. A megawatt today, actual measured (over 1300 horsepower) -- from an undercarriage battery of one car! At peak surge, that is half the horsepower of an MP54AC locomotive, in an actual electric supercar. This is not science fiction anymore.

But we don't even need that much surge power; we just need compact pack assembly suitable for EMU train coaches, and that's being solved by the new cooling plate innovation.

Low Bulk: Only One Of This Pictured Battery Pack Per GO EMU Coach Needed
Based math calculations of how much power is needed to pull one coach across the typical Metrolinx lengths -- only one (or two) of these 8cm-tall battery packs are needed per EMU train coach for a RER-II extension of a catenary RER plan.

Math: This pictured battery pack is capable of outputting almost a megawatt surge -- more than 1,000 horsepower. 12 coaches of these, one per coach, is 12,000 horsepower. -- more than twice a double MP54AC pair (2700 + 2700 = 5400 horsepower). But that's massively overkill, you don't need that much electric wattage -- about 2700 electric horsepower will have roughly the same horsepowerage as a single MP54AC. So let's use 2700hp as realistic max. But, the max horsepower is only needed for a few seconds: overcoming the stiction during accelerating during uphill from a train station. 2700hp = 2 megawatt, or about 170 kilowatt per coach for a 12-coach. Even if it was continuous all the way to acceleration completion, outputting 170 kilowatts for 2 minutes (2-degree uphill acceleration of an overloaded train, worst case acceleration scenario) only depletes barely 10% of this pictured battery. Now, electric traction is incredibly efficient -- EMU traction is more efficient than diesel locomotive traction -- less equivalent wattage per unit of acceleration -- so realistically will use far less than 170 kilowatts continuous per coach especially conservative acceleration on level ground which is far more efficient. So you could make do of only 2-5% battery discharge per station departure from a station as the train driver (and train computer programmed) to intentionally slow acceleration from battery-only stations to be nice to the battery (3-minute accelerate instead of 1-to-2-minute accelerate); and you only need to worry about 2, 3 or 4 stations for a RER-2 catless extension of RER catenary to freight tracks. We don't need 500 miles on electricity like this will power a Tesla car -- we only need enough power to hop catless sections with a big safety margin for winter stalls. With good shallow-discharge SoC management, these packs are good for more than 10,000 trips across the catless sections -- many years of service -- and then it's a simple battery swap with the spent batteries spending a second life in a gridscale farm (75% capacity) before being finally recycled. If you're worried about safety margins, use two packs instead of one per coach. By year 2030, 130 kilowatt hours only costs $8450 manufacture plus pack assembly costs (double that), $16-$17K per coach. Then add whatever Alstom/Stadler/etc profit fluff, say $100K-$200K per coach, and the economically suddenly makes sense in 2030. .... A Metrolinx BiLevel battery EMU by 2030+ that costs only a bit more than a standard EMU? Sign us up!

Correct, we should not wait for battery trains. Electrification will happen with catenary anyway but they're not going to build catenary in Hamilton before 2040-2050 anyway. And battery coaches will become available long before then. The freight catenary problem remains. The train manufacturers are conservative but even today, the battery train trials are showing impressive results.

I predict ~2025, give or take a few years, will be the first announcement of battery backed BiLevel EMUs by a major (Alstom, Stadler, etc), which will begin to really catch Metrolinx's attention.

Then other countries try it out first, then it invariably shows miracle economics, and Metrolinx will use these in year 2035-2041 as part of RER-II to electrify to Hamilton (Metrolinx 2041 Regional Transit Plan of 15-minute electric Hamilton service by year 2041). These would only be used for routes that hopped catenary-less sections of the GO rail network, so Metrolinx battery trains might be expected to comprise a low percentage (such as only 10-20%) of the fleet by 2041, while achieving the documented 15-minute service required.

By then, other countries will have battery trains will have been operating for almost 25 years, with battery BiLevels operating for 15+ years, reprsenting a mature technology for Metrolinx by year 2041, the timepoint of 15-minute Hamilton electric service. When battery trains are already a mature technology by 2041 thanks to the unexpectedly ginormous ramp-up of lithium battery manufacture well before then;
I like your analysis. I think you're overestimating the the energy requirement to be reserved for heating. If a train gets stuck, how many hours realistically would people be trapped on a train -- 4 maybe? Given that these ought to be using heat pumps for heating and cooling, the power draw for heating should not be that significant. Never mind that each person on a train is a 100w heater. 500 people on a train is 50kw of body heat.
 
Yes, future electric trains likely will use efficient heatpump climate control, to allow only 1kW to add/remove 3kW of heat in a dual operation (air conditioning + heating capability), so that will definitely mitigate those needs. However...
I like your analysis. I think you're overestimating the the energy requirement to be reserved for heating. If a train gets stuck, how many hours realistically would people be trapped on a train -- 4 maybe? Given that these ought to be using heat pumps for heating and cooling, the power draw for heating should not be that significant. Never mind that each person on a train is a 100w heater. 500 people on a train is 50kw of body heat.
Possibly an overestimate.... but you know those people who kill iPhone batteries after a year or two? Charge to 100%, discharge to 0%, ad infinitum?

Some of us can make an iPhone or Android battery last 10-years. There's a trick. You simply use the shallow-charging trick (never charge above 80%, never discharge below 20%). That's the trick to the successful million-mile lithium battery. The problem is it requires a timer on the charger, so it stops before fully charging, or a Chargie dongle for Android. Simply halving the depth of discharge (50% discharges from 80% battery meter to 30% battery meter), can add approximately an order of magnitude to your lithium battery's use -- 5x more total watt-hours of lifetime output -- thanks to shallow cycling.

Unlike yesterday's NiCd or NiMH batteries, you want shallow SoC (State of Charge) cycling for lithium chemistries, with only rare deep-cycles.

Cold can also temporarily reduce the capacity of a battery too though battery heaters also does unlock the frozen capacity after a while of use. So, on a normal day you may use only 25% of capacity in fall/spring (no climate control), 40% of capacity on extreme days in summer or winter (climate control), and 50-60% capacity on really bad winter days or hot summer days where you're stuck on railroad for a few hours (extended heating/cooling). You design the battery for the worst "stuck behind a freight train" day, then lop on another 30%-50% minimum.

Spend a few years trialling it, and then later push the needle and do Niagara on good days, but run into risks if your train gets stuck at -40C -- but solvable with adding catenary sidings at regular spacings (like at stations) -- and still have sufficient safety margin.

Shallow Charge-Discharge: Making a lithium battery last decades
When you plug in a Tesla car, it automatically charges only up to 90% by default and refuses to charge more than 90% unless you intentionally override on a per-charge basis (e.g. expecting a super-long trip). You can even reconfigure the car battery charging to limit charge to 80% if you know you're just commuting to work tomorrOw.

This is also what happens at grid-scale battery farms too; they aggressively avoid full charges / full discharges, to massively up the cycle count, often by an order of magnitude by simply using a shallower depth, such as 50% discharge or less except duress events.

To make a lithium battery last a decade or more (gridscale, cars, trains, etc) -- you don't want to use the reserve capacity of a lithium battery unless needed. (e.g. emergencies), like heating a stalled train in the middle of winter. You'd automatically charge deeper (~95% instead of 80% SoC) if the temperatures were colder, just in case the train might get stuck in a catless section in -40C windchill. But all other days (milder days), you'd default to limiting the GO train recharge to about ~80-90% for battery longevity's sake.

To permit shallow charging and a battery that lasts the life of a future electric GO train EMU -- with no replacements or only one lifetime replacement -- you need to intentionally oversize the battery to allow shallow-cycling (on most days) so it can last for a decade or more.

What's pretty neat is that even my gross overestimating, results in only one 2025-era EV vehicle's worth of battery per EMU coach, to meet Metrolinx 80%-catenary needs. Those 500 mile car batteries, multiplied by 12 at one per coach, is all that Metrolinx needs to make the short trip to Hamilton and back to Burlington with a max 25% battery discharge.

Optional Bonus: Catenary Sidings at Stations on Freight Railroads
Could probably even add Niagara if the intermediate stations (Stoney Creek, Grimsby, St. Catherine, Lewis Railyard) have catenary sidings for brief 3-minute quick charges during dwells. Which can be designed to charge enough kilometerage back into the battery to cover a 1-station hop, e.g. cycle 50%-55%-50%-55%-50% to Niagara.

If a battery train is used for "Metrolinx 2041" planning, then I am sure Metrolinx will find a way to convince CP and CN to let them have "catenary sidings" at stations. Then you don't even need bigger batteries for route-extension Burlington-Niagara.

A megawatt inverter is now capable of fitting inside the space of a single single rackmount tower, accepting grid voltage and converting it to a battery-train compatible voltage. Have you seen how small megawatt power supplies are at Tesla Supercharger stations? Those are multi megawatt inverters! And the smaller Supercharger stops using single megawatts (spread among a few Superchargers), you often can't find the inverter box -- it's almost the same size as a ground-mounted residential-neighborhood telephone box. The extra stage needed for higher voltage doesn't add much more bulk than that, but not much. And that might not even be needed:

The miniaturized inverters (2-stage or 3-stage, using IGBT/thyristors, cascaded into a high voltage digital switching power supply) -- can fit in the empty space at existing train stations now in the existing electricity room, to power the one-station catenary for a one-train supercharge at full speed, or two-train supercharge at half speed. No paralleling station needed, it's just a one-train battery recharger. Technically, given the flexibility of battery charging -- a battery train may actually have a "800 volt recharge" mode (800 volt catenary used for single-station catenary sidings, unlike 25kV main catenary), permitting even smaller cheaper inverters to be installed at GO stations on freight trackage -- perhaps even reusing off-the-shelf power supplies normally used for 10-to-20-stall electric car charging infrastructure (about the charging wattage to fast-charge an electric train during dwells), A 3-minute recharge is enough power to refuel for a 12-coach EMU 1-station hop on the Grimsby line. The mainline catenary would stay 25 kilovolt (and battery trains would work with them), but the catenary sidings on freight tracks would be specific to battery trains and can be any lower voltage to miniaturize electricity infrastructure (for a "Metrolinx 2041" or "Metrolinx 2051" planning scenario).

This permits tiny batteries to continue to be used for freight trackage, assuming CN/CP permits "catenary sidings" at GO stations on freight tracks (e.g. Brampton, Stoney Creek, Grimsby, etc.)

The other scenario is that they'd just upsize the battery to make it to Niagara while still having sufficient safety margin -- the $30/kWH battery prices may actually cause that route to happen instead of catenary sidings (or reducing number of catenary sidings only to layover areas -- Lewis Yard and Niagara Station). Who knows?
 
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