Research Article
Research on Operation and Maintenance Route Planning of Offshore Wind Farm Based on Multiagent
Table 2
Comparison of operation and maintenance strategies.
| | Area | Algorithm | Path | Power generation (kWh) |
| | Area 1 | GA-PACO algorithm | Center-T1-T3-T4-T7-T16-T13-T12 | 99590 | | Fixed strategy | Center-T1-T12-T13-T3-T4-T16-T7 | 91252.5 | | Ant colony algorithm | Center-T1-T3-T12-T13-T4-T7-T16 | 98325 | | Genetic algorithm | Center-T1-T12-T13-T3-T4-T16-T17 | 91252.5 | | Area 2 | GA-PACO algorithm | Center-T21-T23-T34-T36-T37-T46-T44 | 84927.5 | | Fixed strategy | Center-T21-T23-T34-T44-T46-T36-T37 | 74290 | | Ant colony algorithm | Center-T21-T23-T34-T44-T36-T46-T37 | 79350 | | Genetic algorithm | Center-T21-T23-T34-T44-T46-T36-T37 | 74290 | | Area 3 | GA-PACO algorithm | Center-T18-T19-T29-T49-T30-T20 | 49565 | | Fixed strategy | Center-T18-T19-T20-T30-T29-T49 | 41400 | | Ant colony algorithm | Center-T18-T19-T29-T20-T30-T49 | 45482.5 | | Genetic algorithm | Center-T49-T30-T20-T29-T19-T18 | 43010 | | Area 4 | GA-PACO algorithm | Center-T51-T52-T62-T73-T63-T75-T64 | 73082.5 | | Fixed strategy | Center-T51-T52-T62-T63-T73-T64-T75 | 64112.5 | | Ant colony algorithm | Center-T51-T52-T62-T73-T75-T64-T63 | 72220 | | Genetic algorithm | Center-T51-T52-T62-T63-T64-T75-T73 | 66177.5 | | Area 5 | GA-PACO algorithm | Center-T58-T80-T70-T59-T68 | 42032.5 | | Fixed strategy | Center-T58-T68-T59-T70-T80 | 34212.5 | | Ant colony algorithm | Center-T58-T59-T70-T80-T68 | 39790 | | Genetic algorithm | Center-T58-T59-T68-T70-T80 | 36110 |
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