Consider a humidifier.

“The health benefits from a humidifier are known, but the Fall/Winter energy savings you can get from a humidifier can be as high as 20%. Humidity keeps your warm, forced air trapped in the living area in the house longer, thus satisfying your thermostat longer.”

https://www.howellsac.com/blog/top-10-energy-saving-tips-for-fall