Table 15 Simulation results for TSys-1 (3-unit system)
Power output (MW) | Compared algorithms | Proposed algorithms | |||||||
|---|---|---|---|---|---|---|---|---|---|
PSO | DE | GA | MTVPSO | THS | MGSO | aDE | aPSO | haDEPSO | |
1 | 300.27 | 300.27 | 300.00 | 300.27 | 300 | 300.27 | 300.27 | 300.27 | 300.26 |
2 | 400.00 | 400.00 | 400.00 | 400.00 | 400 | 400.00 | 400.00 | 400.00 | 400.00 |
3 | 149.73 | 149.73 | 150.00 | 149.73 | 149.7331 | 149.74 | 149.73 | 149.73 | 149.74 |
Total power(MW) | 850.00 | 850.00 | 850 | 850.00 | 850 | 850 | 850.00 | 850.00 | 850.00 |
Min cost ($/h) | 8234.07173 | 8234.07173 | 8234.60 | 8234.07173 | 8234.07 | 8234.07 | 8234.0719 | 8234.0721 | 8234.0717 |
Mean cost ($/h) | 8235.979526 | 8234.823309 | 8236.75 | 8234.07173 | 8234.55 | 8237.85 | 8236.7525 | 8235.8475 | 8235.3598 |
Max cost ($/h) | 8241.587522 | 8241.587522 | 8239.99 | 8234.07173 | 8236.87 | 8240.54 | 8240.3584 | 8241.2583 | 8240.1522 |
Std. of cost ($/h) | 3.2186 | 2.29328 | 3.58 | 1.8501e−12 | 1.8020 | 5.26 | 1.5874e−13 | 2.1251e−13 | 1.2351e−14 |
CPU mean time (s) | 4.37 | 2.06 | 2.27 | 1.29 | 1.48 | 2.85 | 1.27 | 1.33 | 1.22 |