4 ms·
Disclaimer: I'm the author. I was torn whether to share my own post, but I figured the HN crowd might include a few others who will also really geek out about
by lukemerrick 4y ago
Disclaimer: I'm the author.
I was torn whether to share my own post, but I figured the HN crowd might include a few others who will also really geek out about this topic and appreciate it. It's mathematical optimization and forecasting used to guide giant batteries hooked up to the electrical grid, after all.
There is some accompanying code I got to share publicly, too, if you want to run this yourself [1]. While I'm at it, I'll also mention some papers for anyone who wants a true deep dive [2, 3].
[1] https://gist.github.com/lukemerrick/4e1f9921a19ec97f7b94990953c2e799 https://gist.github.com/lukemerrick/4e1f9921a19ec97f7b949909...
[2] Linear Programming for battery optimization -- https://www.osti.gov/servlets/purl/1244909 https://www.osti.gov/servlets/purl/1244909
[3] Mixed-Integer Linear Programming for battery optimization [PDF] -- https://www.sandia.gov/ess-ssl/wp-content/uploads/2018/08/2017_EESAT_Proceeding_Tong.pdf https://www.sandia.gov/ess-ssl/wp-content/uploads/2018/08/20...