This present invention generally relates to a process for manufacturing hydrogenated vegetable oil without any significant amount of trans fatty acids for food and feed industry using high voltage atmospheric cold plasma (HVACP) in the presence of a working gas, and in particular to a process for manufacturing hydrogenated vegetable oil that meet the FDA's criteria of GRAS (generally considered as safe). A product of this process is also within the scope of this disclosure.