1) They may be old. Best to purchase small batches and use them within one year. Split peas should be stored in an air-tight container, in a cool dry place away from light. 2) Don't cook with anything acidic in the beginning of the cooking stage. 3) Hard water can prevent softening due to its high mineral content. 4) Salt will prevent the water from hydrating the peas.