“…Meanwhile, an octane-on-demand concept, an engine-fuel technology characterized by the use of two fuels with different octane quality, has been introduced and examined to address challenges associated with production and blending of high-octane fuel components such as ethanol or other octane boosters with the petroleum gasoline blendstock. 10,[13][14][15] Vehicles with high-efficiency engines based on improvements in fuels and engines could lower the total cost of vehicle ownership for consumers, support economic development, and offer environmental benefits. Biomass feedstocks can produce blendstocks with certain desirable fuel properties, such as high RONs 6,16,17 and high octane sensitivity, both of which increase engine efficiency.…”