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Research Article

Optimizing Electromagnetic Cigarette Heaters Using PSO-NSGA II Algorithm: An Effective Strategy to Improve Temperature Control and Production Rate

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Article: 2222257 | Received 26 Apr 2023, Accepted 22 May 2023, Published online: 07 Jun 2023

Figures & data

Figure 1. Electric heating new cigarette smoking set.

Figure 1. Electric heating new cigarette smoking set.

Figure 2. Hardware circuit of detection module.

Figure 2. Hardware circuit of detection module.

Figure 3. Schematic diagram of electromagnetic induction heating.

Figure 3. Schematic diagram of electromagnetic induction heating.

Figure 4. Schematic diagram of PSO algorithm model.

Figure 4. Schematic diagram of PSO algorithm model.

Figure 5. Spatial distribution of traditional crossover operator search.

Figure 5. Spatial distribution of traditional crossover operator search.

Figure 6. Search space distribution of normal distribution crossover operator.

Figure 6. Search space distribution of normal distribution crossover operator.

Figure 7. Pareto solution set of improved NSGA-II optimization.

Figure 7. Pareto solution set of improved NSGA-II optimization.