Abstract
By combining the nonprobabilistic reliability theory with optimization design approach, this paper proposes a mixed reliability-based optimization method for the heat transfer system design with both fuzzy and interval parameters in material property, external load, and boundary condition. Fuzzy variables are used to represent subjective uncertainties associated with expert opinions; whereas, interval variables are adopted to quantify objective uncertainties with limited information. Based on the level-cut strategy, the mixed uncertain problem is transformed into a pure interval problem first. Then, a modified reliability analysis method using an interval ranking strategy and integral operation is presented to precisely assess the system safety possibility. Subsequently, a mixed reliability-based optimization model with fuzzy and interval parameters is established, which is a nested optimization problem with huge computational cost. A subinterval perturbation method is eventually presented for temperature field prediction, which can replace the inner loop optimization and improve the computational efficiency. A transient heat conduction example about a three-layer thermal structure verifies the superiority of the proposed model and method for mixed reliability analysis and optimization in practical engineering.
| Original language | English |
|---|---|
| Article number | 7932985 |
| Pages (from-to) | 630-640 |
| Number of pages | 11 |
| Journal | IEEE Transactions on Reliability |
| Volume | 66 |
| Issue number | 3 |
| DOIs | |
| State | Published - Sep 2017 |
Keywords
- Heat transfer system
- interval ranking strategy
- mixed fuzzy and interval parameters
- nonprobabilistic reliability-based optimization
- subinterval perturbation
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