Algorithm 2 Procedure for Energy Consumption Prediction

Input: ϰ1→Ƭ State with energy consumption

Output: ꭚ1→Ƭ

1. for i = 1, … Ƭ do

2. £iÞ ← Ɯ (ϰi, £i−1Þ); Computed state with total minutes

3. end for

4. ζ1d← ∫d (ꭚ0, £iÞ);

5. ꭚ1← Ʊꭚ * ζ1d + bꭚ;

6. for i = 2,…, Ƭ do

7. ζ1d← ∫ (ꭚi−1, ζi−1d);

8. ꭚI ←Ʊꭚ * ζ1d + bꭚ;

9. end for

10. return ꭚ1→Ƭ