I have read multiple threads spanning 10+ years in this forum to find an answer, and it seems the most efficient way to find one is being super transparent with my intent . So here it is:
I am looking to build a multiped robot that can be trained to walk using ML/simulation. Potentially also computer vision capabilities. Hence it would need a raspberry pi, multiple servos, and an arduino. Why both raspberry pi and arduino? Well, in this video, this man makes a very compelling argument for them being better together i.e. a "best of both worlds" approach.
I know it's a huge project with a ton of both hardware and software hurdles and lost sleep but today I'm here to ask about power sources.
So now I need to figure out how to power multiple servos, arduino, a raspberry pi, (including their peripherals). The question is, should I use three batteries (servos, arduino, rpi)? two batteries? one battery? I've read a ton about different types and arrived at LiPo being the best power:weight ratio so I was hoping I could use a single 11.1v 5200mah lipo battery and then step down the voltage to simplify and power everything, unless that's a terrible approach?
I know I will get questions on servo specs, etc. but this is chicken and egg. I am flexible on servo strength, robot size (have 3d printer), and budget, because if I get told I need a ton of big batteries then obviously everything needs to be bigger/stronger. Hopefully not though, I envision the robot being smaller than a toddler. In short, I can get stronger/weaker servos/robot depending on this answer.
I watched this video on powering Arduino and rpi with LiPo but he goes straight into PCB and also does them individually, not together + servos. My first version will be breadboard, then if the project doesn't crash and burn like my other aspirations, move to PCB, etc.
What is the best approach in terms of battery(ies) and other components (voltage converters, regulators, fuses, or more)?