Leak-detection systems for detecting fluid leaks in component(s) included in an apparatus are disclosed. The leak-detection systems may include an inspection vehicle for inspecting the component(s) of the apparatus. The inspection vehicle may include at least one camera positioned on a housing, and a fluid-detection tool coupled to the housing. The fluid-detection tool may detect fluids leaking from the component(s) of the apparatus. The leak-detection system may also include a leak-detection device in electronic communication with the fluid-detection tool of the inspection vehicle. The leak-detection device may be configured to identify a specific component of the apparatus leaking a fluid using fluid detection data generated by the fluid-detection tool of the inspection vehicle, and predetermined component data relating to each component of the apparatus. The leak-detection device may also be configured to provide a notification including component-leak information relating to the specific component of the apparatus leaking the fluid.