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We analyze a wireless sensor network system to address the impact of different battery models on five routing protocols. We present an analytical model to understand the key performance metrics like average jitter, first and last packet received, total bytes received, average end to end delay, throughput and energy consumption. We have proposed the various parameters of our model for static, distance vector and on demand based routing protocols along with linear and service life estimator battery model. The validation of proposed parameters through simulation and derive substantial investigations in wireless sensor network system.