Occasional Knocking Noise Need Help (Maytag Dual Cool Plus)

Have this refrigerator for around 10 years. It works fine but every hour or so it would make a loud knocking sound which is annoying or maybe it's going to die soon. Please let me know if you know the solution.

Model: Maytag Dual Cool Plus, no ice maker & no water dispenser