The aim of this paper is to discuss the mathematical modeling Brownian active particle systems, a recently popular paradigmatic system for self-propelled particles. We present four microscopic models with different types repulsive interactions between particles and their associated macroscopic models, which are formally obtained using coarse-graining methods. limits integro-differential equatio...