Table 3 A qualitative evaluation of reduced model performance characteristics.
Reduction methodology | Reduced model | Rise time | %MP | Settling time | RMSE | ISE | IAE | IRE |
---|---|---|---|---|---|---|---|---|
Original system | 0.1593 | 334.9445 | 49.503 | Â | 35.0900 | |||
Proposed method | \(\frac{{ - 5.9337{s^2} - 6.8337s - 0.2806}}{{{s^3}+0.87103{s^2}+2.3127s+0.2269}}\) | 0.1650 | 316.7763 | 29.705 | 0.1969 | 0.9489 | 26.5907 | 34.9921 |
EDE-IMPPA [17] | \(\frac{{ - 6.039321{s^2} - 6.449375s - 0.224493}}{{{s^3}+0.852702{s^2}+2.262901s+0.188946}}\) | 0.1568 | 330.8830 | 34.6825 | 0.2125 | 2.2519 | 41.9020 | 34.9430 |
BTM-PSO [29] | \(\frac{{ - 5.7942{s^2} - 7.2837s - 0.3321}}{{{s^3}+0.8837{s^2}+2.3668s+0.26598}}\) | 0.1689 | 317.145 | 26.3026 | 0.2667 | 1.2035 | 30.3526 | 35.3399 |
BTM MM [35] | \(\frac{{53.9743{s^2} - 8.8542s - 0.316}}{{{s^3}+0.8837{s^2}+2.3668s+0.26598}}\) | 0.0331 | 1367 | 21.5813 | 13.9607 | 9780.8 | 776.7433 | 1919.4 |
MBTM [36] | \(\frac{{ - 5.7868{s^2} - 7.2364s - 0.316}}{{{s^3}+0.8837{s^2}+2.3668s+0.26598}}\) | 0.1611 | 335.9249 | 26.4445 | 0.2895 | 4.5672 | 57.5349 | 35.1391 |
BTM-MCCF [37] | \(\frac{{ - 6{s^2} - 8.8542s - 0.316}}{{{s^3}+0.8837{s^2}+2.3668s+0.26598}}\) | 0.1517 | 405.7731 | 27.7947 | 0.7919 | 23.5087 | 88.472 | 43.8609 |
RAM-FDM [38] | \(\frac{{ - 3.7637{s^2} - 0.4088s - 0.007712}}{{{s^3}+1.196{s^2}+0.22s+0.006491}}\) | 0.3086 | 148.9522 | 69.0297 | 4.1474 | 119.4952 | 88.8858 | 6.3056 |
LPC-IPAM [39] | \(\frac{{ - 6{s^2} - 2.4734s - 0.0651}}{{{s^3}+0.8272{s^2}+1.035s+0.0549}}\) | 0.1674 | 325.1 | 46.5477 | 1.2568 | 62.0559 | 79.8370 | 26.6211 |
BSPA [40] | \(\frac{{0.08324{s^3} - 6.006{s^2} - 6.709s - 0.245}}{{{s^3}+0.8703{s^2}+2.307s+0.2062}}\) | 0.1659 | 335.303 | 32.5918 | 5.9219 | 2.3310 | 43.0328 | Inf |
DPR PSO [41] | \(\frac{{ - 6.2175{s^2} - 5.3563s - 0.0946}}{{{s^3}+0.7812{s^2}+2.3264s+0.08404}}\) | 0.1468 | 326.1983 | 74.4863 | 0.7438 | 18.6384 | 87.0991 | 33.9024 |