You can drive your car without an engine cover, but over a long time, it may damage electronics or invite a rat infestation, causing driveability problems. With the advanced electronics and sensors used in modern cars today, it’s recommended to avoid risks by driving around without an engine cover. Other than accessing the engine or getting a better look at it, there’s no reason to remove these covers, as they do not add much weight and serve an important function.