This phase I trial studies the side effects and best dose of heated carboplatin given into the abdomen at the time of surgery in treating patients with stage II-IV ovarian, fallopian tube, or peritoneal cancer. Drugs used in chemotherapy, such as carboplatin, work in different ways to stop the growth of tumor cells, either by killing the cells, by stopping them from dividing, or by stopping them from spreading. Heating oxaliplatin and infusing it directly into the area around the tumor during surgery may kill more tumor cells.