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Hemodialysis involves diverting blood into an external machine , where it's  filtered before being returned to the body
Peritoneal involve pumping dialysis fluid into the space inside your abdomen to draw out waste products from the blood passing through vessels lining the inside of the abdomen

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hemodialysis procedure start with 3 session a week and last about 4 hours . There are two needles inserted into Av fistula  or graft and tape in place one needle slowly transfer blood into a machine called dialyser . The machine has membrane filter and special liquid called dialysate. The used of dialysate fuild is pump out the dialyer and filter the blood and pass back into the body with the second needle .

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Peritoneal procedure you have to have an opening in the abdomen . This will allow the dialysis fluid to be pumped inside the space of abdomen . The bag containing dialysate fluid is attach to catheter  in abdomen  . While the fluid in the peritoneal cavity excess fluid on the blood passing through the lining of the cavity are drawn out of the blood and into the fluid . A few hour later old fluid is drained into waste bag and new fluid is passed into the peritoneal cavity to replace it until next session .

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https://www.nhs.uk/conditions/dialysis/side-effects/