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A Rapid Method for Modeling a Variable Cycle Engine
Published on: August 13, 2019
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Performance Optimizations with Single-, Bi-, Tri-, and Quadru-Objective for Irreversible Diesel Cycle.
Shuangshuang Shi1,2, Lingen Chen1,2, Yanlin Ge1,2
1Institute of Thermal Science and Power Engineering, Wuhan Institute of Technology, Wuhan 430205, China.
Entropy (Basel, Switzerland)
|July 2, 2021
Summary
Finite time thermodynamics optimizes irreversible Diesel cycles using NSGA-II. Multi-objective optimization reveals trade-offs between power density, efficiency, and ecological impact for improved engine design.
Area of Science:
- Thermodynamics
- Mechanical Engineering
- Computational Fluid Dynamics
Background:
- The Diesel cycle is a fundamental internal combustion engine cycle.
- Irreversibilities significantly impact engine performance and efficiency.
- Finite time thermodynamics provides a framework for analyzing and optimizing cycles with losses.
Purpose of the Study:
- To perform thermodynamic analysis and multi-objective optimization of an irreversible Diesel cycle.
- To investigate the influence of cycle parameters on power density and thermal efficiency.
- To determine optimal design strategies considering multiple performance criteria.
Main Methods:
- Application of finite time thermodynamics theory.
- Utilizing the non-dominated sorting genetic algorithm-II (NSGA-II) for multi-objective optimization.
- Employing LINMAP, TOPSIS, and Shannon entropy for solution comparison.
Main Results:
- Analysis of the impact of cycle temperature ratio on power density.
- Established relationships between power density, compression ratio, and thermal efficiency under various loss conditions.
- Identified optimal design schemes through single-, bi-, tri-, and quadru-objective optimizations.
Conclusions:
- Multi-objective optimization yields a small deviation index, indicating robust solutions.
- Tri-objective optimization of power output, ecological function, and power density using LINMAP provides the minimum deviation index (0.1333).
- The study offers a pathway to achieving near-ideal design schemes for irreversible Diesel cycles.
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