Table 2 Summary results.

From: Effective hybrid search technique based constraint mixed-integer programming for smart home residential load scheduling

Optimization technique

Powering from the grid only

Powering from the on-grid PV system

Unscheduled case

Scheduled case

Unscheduled case

Scheduled case

BPSO

SOH-PSO

JAYA

CL-JAYA

BPSO

SOH-PSO

JAYA

CL-JAYA

Daily energy consumption from the grid (Kw)

234.48

234.48

234.48

234.48

234.48

134.46

132.9

135.5

143.7

142.15

Total cost (cent)

2867

2351

2349

2310

2296

1483

1304

1257

1392

1297

Convergence characteristics (best fitness value)

–

1296.3

1249

1270

1243.1

–

706

679.2

699.5

692.5

Convergence characteristics (no. of iterations)

–

3

35

60

53

–

40

48

75

79

Computational efficiency (average time in s)

–

6.74

5.84

6.17

7.82

–

5.94

7.38

5.36

6.32

Saving %**

0

17.9

18

19.4

20

48.2

54.5

56.1

51.4

54.7

  1. **Savings calculation is attributed to the cost in case of powering from the grid only, unscheduled case.