Systems and methods for multi-conditional battery configuration

A computer system that determines cell-fuse pair placement in a multi-conditional battery configuration, the computer system comprising:

• one or more hardware processors;
• a non-transitory memory device communicatively connected to the one or more hardware processors and storing instructions that when executed by the one or more hardware processors cause the one or more hardware processors to execute operations comprising:
• receiving cell data comprising one or more characteristic cell values related to each of a plurality of cells;
• receiving fuse data comprising one or more characteristic fuse values related to each of a plurality of fuses;
• generating a population comprising a plurality of candidate placement solutions for the multi-conditional battery configuration based on an initial sorted sequence of the cell data and the fuse data, each candidate placement solution comprising a plurality of battery modules, each battery module comprising a plurality of virtual cells, and each virtual cell comprising a plurality of positions at which a cell-fuse pair selected from the plurality of cells and the plurality of fuses is placed;
• determining, for each virtual cell of each candidate placement solution of the population, a condition value for each condition of the multi-conditional battery configuration, each of the condition values being individually weighted and based on the characteristic cell values and the characteristic fuse values of the cell-fuse pairs placed in the positions of the virtual cell;
• generating one or more new solutions from the population based on genetic algorithm breeding, for consideration as a survivor solution;
• and
• providing, to a user device, a selected survivor solution corresponding to a cell-fuse pair placement configuration satisfying a predetermined condition based on the determined condition value for each condition of the multi-conditional battery configuration for each virtual cell.