Are there diminishing returns if you are a company working on a million mile battery since virtually no vehicles will make it that far?
I am speaking as someone who has had three cars totaled before 100,000 miles (none of which were my fault!)
The fact it carries over to vehicles is just a bonus.
Besides the salvage value of a battery pack would be huge, so I suspect a battery would be about the last piece of a car to end up on the scrap heap.
Lots of commercial vehicles make it to a million miles. Those are the ones that will want the longest lived batteries.
The market for batteries pulled from wrecks is hot! For my own personal interest I wish it wasn't so I could batteries for cheap.
The main problem is the number of full capacity cycling a battery cell can do can change widely based in how it is used. So it depends on how it is integrated into a car and how the car is being used. A typical Li-Ion cell will last a few hundred cycles if cycled completely at a high rate without proper thermal control. But this number can easily be multiplied by 10 with proper thermal management, not charging it to max voltage and doing shallower cycling. If you want to give a number for a final product, you are bound to make assumptions on how it will be used. And at this point you just have an equivalence between distance driven and cycling count.
Also, age has less impact than cycling count in the context of a properly designed battery pack. The two main factors for battery degradation are time spent at high temperature and high state of charge, and cycling count (with speed and depth being the key elements). EV manufacturers are keeping a buffer for that purpose and their batteries do not spend a lot of time at high state of charge where the chemical degradation is more effective.
If you want to factor in manufacturing emissions, you would have to do so for both. Unlike the manufacturing process for the battery, fuel refining is not a one time thing, but part of the emissions associated with operating the vehicle.
But if https://climate.mit.edu/ask-mit/how-much-co2-emitted-manufac... is a good benchmark, we can probably assume the battery's manufacturing process releases between 3120kg and 15,680kg of co2, though that does describe a tesla model 3 battery and I don't know how similar it would be. For the sake of expedient math, I'll average them and say it emits 9,000kg of co2.
If we assume a lifespan of 200k miles, no part replacements, and no change in co2 costs/mile for EVs, then the total emissions would be:
~68,200kg for the EV (341g/mile) + the battery = 77,200kg total
~177,800kg for the non-EV (889g/mile), not including the manufacturing emissions associated with the ICE
Ultimately it's not an insignificant amount of co2, but in context it is actually pretty unimportant. It turns 341g/mile into 386g/mile. Of course, it's incorrect to assume an EV will have static "emissions" since they all come from the production of electricity, and given current trends it would be fair to assume those numbers will trend downwards. Gasoline, however, can probably be expected to have fairly static emissions over the life of the vehicle, likely actually getting worse as parts wear.
I am under the impression that battery trains do not last anything like that long - am I misinformed?
Doesn't change the maths much, but curious
So not 200,000miles. But definitely covering the average usage pattern.
And not all will last that long, but the majority will. And potentially the worst case is just degradation - I.e. 200km range instead of 400km range, so still quite useful for a variety of use cases even outside of cars.
https://www.greencarcongress.com/2019/09/20190927-dahn.html Dahn’s “million-mile battery” detailed in open-access paper in JES