This article describes the technology for combined heat and power (
CHP
) generation using gas engines fueled with synthetic gaseous fuels from pyrolysis of biomass and municipal solid wastes (MSWs). The main pyrolysis gases of biomass and MSWs are carbon monoxide, carbon dioxide, methane, and an appropriate amount of hydrogen to improve the ignition quality. The yield of these gaseous products can be controlled by adjusting the operating parameters such as solid retention time, pyrolysis temperature, heating rate, and vapor phase residence time. Biochar, a by‐product of pyrolysis, is an effective catalyst to crack tar to increase the yield of the pyrolysis gas. After cleaning and conditioning, the pyrolysis gas can be directly used in the gas engines for CHP generation with high efficiency, flexibility, and low investment, particularly in the low‐power output range, typically less than 5
MW
.