We propose algorithms based on monomial resolution theory for simplicial homology computation. We explore some alternatives that can either be used as a preprocessing step for homology computation or as alternatives to the usual linear algebra approach. We show the results of some computer experiments to demonstrate the performance of a C++ implementation using the computer algebra library CoCoALib