A method for autonomous climate control optimization of a transport vehicle having a climate control system, the method comprising: a controller (170, 230) receiving geolocation specific data providing location information of the transport vehicle including at least one of real-time ambient humidity data at the location of the transport vehicle and real-time ambient temperature data at the location of the transport vehicle; the controller (170, 230) receiving climate control data providing operational status information of the climate control system including an internal space humidity within an internal space of the transport vehicle; the controller (170, 230) receiving passenger/load data providing passenger/load information travelling in the transport vehicle including a current number and duration of passengers within an internal space of the transport vehicle; the controller (170, 230) generating adjustment instructions of the climate control system based on the geolocation specific data, the climate control data, and the passenger/load data, wherein the controller (170, 230) generating adjustment instructions includes determining a projected internal space humidity based on the internal space humidity and the current number and duration of passengers within the internal space, and determining an operating mode for the climate control system based on the ambient temperature data and the projected internal space humidity; and adjusting operation of the climate control system based on the adjustment instructions to operate in the determined operating mode. a controller (170, 230) receiving geolocation specific data providing location information of the transport vehicle including at least one of real-time ambient humidity data at the location of the transport vehicle and real-time ambient temperature data at the location of the transport vehicle; the controller (170, 230) receiving climate control data providing operational status information of the climate control system including an internal space humidity within an internal space of the transport vehicle; the controller (170, 230) receiving passenger/load data providing passenger/load information travelling in the transport vehicle including a current number and duration of passengers within an internal space of the transport vehicle; the controller (170, 230) generating adjustment instructions of the climate control system based on the geolocation specific data, the climate control data, and the passenger/load data, wherein the controller (170, 230) generating adjustment instructions includes determining a projected internal space humidity based on the internal space humidity and the current number and duration of passengers within the internal space, and determining an operating mode for the climate control system based on the ambient temperature data and the projected internal space humidity; and adjusting operation of the climate control system based on the adjustment instructions to operate in the determined operating mode. determining a projected internal space humidity based on the internal space humidity and the current number and duration of passengers within the internal space, and determining an operating mode for the climate control system based on the ambient temperature data and the projected internal space humidity; and adjusting operation of the climate control system based on the adjustment instructions to operate in the determined operating mode.