This document summarizes a project report on harmonic analysis of a single phase inverter with pulse width modulation (PWM). It includes the simulation of simple and practical inverter models in MATLAB. The output waveforms and harmonic analysis using FFT are presented. The hardware configuration of a single phase inverter circuit is described along with the future work of improving system stability and analyzing harmonics in three phase inverters.