Beta-oxidation is the catabolic process by which fatty acid molecules are broken down in the mitochondria and peroxisomes to generate acetyl-CoA, NADH, and FADH2, which are then used to produce ATP in the citric acid cycle and electron transport chain. This process is crucial for energy production, especially during fasting or prolonged exercise when carbohydrates are scarce.