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Due to global warming concerns associated with energy utilization technologies, mankind is looking for cleaner more sustainable ways to utilize energy. Currently, a large part (~84%) of our energy is produced from oil, coal and natural gas using combustion technologies. Alternative energy sources do exist for power generation including solar, wind, nuclear, hydroelectricity, etc., but these are not suited to heavy duty road, sea and air transportation, among others, where high energy density liquid fuels are needed. It is likely that future low carbon fuels (LCFs) will be synthesized from biomass or captured CO2 via biodiesel, biomass to liquid (BTL) or gas to liquid (GTL) diesel processes. Moreover, ever decreasing emissions targets for greenhouse gases, NOx and particulate matter (PM10/PM2.5) requires the optimization of combustors via fundamental studies of fuels in controlled experiments. One can consider that there are four levels of research associated with combustor design and development; (i) quantum chemistry calculations of the thermodynamic parameters and rate constants associated with the species involved in elementary chemical reactions; (ii) detailed chemical kinetic mechanism development to describe fuel combustion chemistry in well controlled environments; (iii) mechanism reduction so that accurate chemistry can be combined with computational fluid dynamic (CFD) models; (iv) simulations of real combustor (engine, gas turbine, etc.) operating conditions. Chemical kinetic mechanisms are needed to predict important combustion parameters including ignition delay times, flame speeds, lean blow-out limits etc., in addition to intermediate and product species formation. These mechanisms can be very complex, comprising sometimes thousands of species and tens of thousands of reactions. In this seminar an overview of how detailed chemical kinetic mechanisms are formulated will be presented. Comparisons are made between the chemical mechanisms generated for conventional fossil fuels and those generated from biomass. It is observed that much of our understanding gained from the study of conventional fossil fuels can also be successfully applied to bio-derived fuels. These chemical mechanisms can also inform fuel design leading to optimal fuel efficiency with minimal emissions.