An Improved Lagrange Particle Swarm Optimization Algorithm and Its Application in Multiple Fault Diagnosis

Table 3

The experiment results with the Lagrange relaxation algorithm and the proposed method.

Fault	Sensor report no.	Lagrange algorithm	Proposed method
3, 5	2, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15	1, 3, 4	3, 5
6, 8	1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15	2, 3, 4, 7	6, 8
8, 9	1, 2, 3, 4, 5, 6, 7, 9, 10, 11, 12, 14, 15	2, 3, 4, 9	8, 9
4, 6	2, 4, 5, 6, 7, 8, 9, 10, 12, 13, 14, 15	4, 6	4, 5, 6
5, 6	2, 4, 5, 6, 7, 8, 9, 10, 12, 13, 14, 15	4, 6	4, 5, 6
5, 10	1, 2, 3, 4, 6, 7, 8, 9, 10, 11, 13, 14	5, 8	5, 8, 10
5, 8	1, 2, 3, 4, 6, 7, 8, 9, 10, 11, 13, 14	5, 8	5, 8, 10