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An optimized approach for solar concentrating parabolic dish based on particle swarm optimization-genetic algorithm.
Lifang Li1, Yanlong Zhang1, Heng Li1
1Laboratory for Space Environment and Physical Sciences, Harbin Institute of Technology, Harbin 150001, PR China.
Heliyon
|February 29, 2024
Summary
This study introduces a novel design for large parabolic dish concentrators using compliant petals and a Particle Swarm Optimization-Genetic Algorithm (PSO-GA). This method achieves up to 98% sunlight collection efficiency, promising cost-effective solar energy solutions.
Area of Science:
- Renewable Energy Engineering
- Optical Engineering
- Materials Science
Background:
- Parabolic dish concentrators offer high thermal and optical efficiencies.
- Existing designs face challenges in fabrication and scalability for large-scale applications.
Purpose of the Study:
- To propose a novel, cost-effective design for large parabolic dish concentrators.
- To optimize the fabrication of dish mirrors using compliant petals and advanced algorithms.
- To enhance the efficiency of solar energy collection.
Main Methods:
- Utilizing compliant petals and cable-driven actuation for dish formation.
- Employing Particle Swarm Optimization-Genetic Algorithm (PSO-GA) for petal shape and stiffness optimization.
- Validating the design with Finite Element Analysis, LightTools ray tracing, and laboratory experiments.
Main Results:
- A 1m-diameter parabolic dish demonstrated a sunlight collection efficiency of up to 98%.
- Optimized petal design with strategically placed holes improved bending stiffness.
- The design allows for simplified fabrication and transportation of flat mirror elements.
Conclusions:
- The proposed compliant petal design offers a scalable and cost-effective approach to fabricating large parabolic dish concentrators.
- This innovative method significantly enhances solar energy collection efficiency.
- The design facilitates easier field assembly, reducing overall project costs.
Keywords:
Compliant parabolic concentratorConcentrating parabolic dishLow-cost fabricationParticle swarm optimization-genetic algorithmSolar energy
