Research Article
A SVR Learning Based Sensor Placement Approach for Nonlinear Spatially Distributed Systems
Table 1
Performance index comparisons (SVR learning based sensing locations versus evenly distributed locations).
| | Performance index | Sensor number with
evenly distributed locations | SVR learning based sensor number
(sensor location) | | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 8 |
| | SSE (×10−2) | 3.332 | 1.73 | 1.74 | 1.74 | 1.74 | 1.74 | 1.75 | 1.74 | 1.70 | | IAE (×10−1) | 3.382 | 2.355 | 2.362 | 2.366 | 2.36 | 2.364 | 2.365 | 2.362 | 2.341 | | ITAE (×10−1) | 10.751 | 5.715 | 5.749 | 5.761 | 5.754 | 5.753 | 5.771 | 5.754 | 5.615 |
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