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Article

A Sustainable Approach to Vehicle LNG Tank Design Using MOPSO and 3D Modeling

1
Marine Engineering, College of Engineering, Ocean University of China, Qingdao 266104, China
2
College of Intelligent Construction and Manufacturing, Sichuan Technology and Business University, Chengdu 610041, China
*
Authors to whom correspondence should be addressed.
Sustainability 2025, 17(21), 9834; https://doi.org/10.3390/su17219834
Submission received: 27 September 2025 / Revised: 29 October 2025 / Accepted: 3 November 2025 / Published: 4 November 2025
(This article belongs to the Section Sustainable Engineering and Science)

Abstract

Transportation constitutes a major source of global greenhouse gas emissions. As a low-carbon fuel alternative, the design efficiency and performance of Liquefied Natural Gas (LNG) storage tanks for vehicles are critically important. However, traditional design methods have a low degree of automation and lack standardized assessment, which can easily lead to repetitive design modifications, causing resource waste and restricting the process of green development. Based on the Multi-Objective Particle Swarm Optimization (MOPSO) algorithm and three-dimensional modeling technology, this study proposes an intelligent design and automated modeling method for vehicle LNG storage tanks oriented towards sustainable design. The results demonstrate that this method completes both tank parameter design and model generation within 30 min. Compared to traditional designs, the proposed method achieves an 8.992% reduction in heat dissipation, a 26.015% reduction in inner vessel compressive deformation, with a trade-off of a 14.452% increase in total weight. This design approach significantly enhances material utilization efficiency and environmental benefits by optimizing resource allocation and performance balance, providing effective technical support for strengthening the sustainability of LNG storage tank design.
Keywords: LNG storage tanks; particle swarm optimization; multi-objective function; intelligent design; three-dimensional modeling technology LNG storage tanks; particle swarm optimization; multi-objective function; intelligent design; three-dimensional modeling technology
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MDPI and ACS Style

Cao, J.; Zhang, Y.; Yuan, H.; Mei, N. A Sustainable Approach to Vehicle LNG Tank Design Using MOPSO and 3D Modeling. Sustainability 2025, 17, 9834. https://doi.org/10.3390/su17219834

AMA Style

Cao J, Zhang Y, Yuan H, Mei N. A Sustainable Approach to Vehicle LNG Tank Design Using MOPSO and 3D Modeling. Sustainability. 2025; 17(21):9834. https://doi.org/10.3390/su17219834

Chicago/Turabian Style

Cao, Jingzhan, Yan Zhang, Han Yuan, and Ning Mei. 2025. "A Sustainable Approach to Vehicle LNG Tank Design Using MOPSO and 3D Modeling" Sustainability 17, no. 21: 9834. https://doi.org/10.3390/su17219834

APA Style

Cao, J., Zhang, Y., Yuan, H., & Mei, N. (2025). A Sustainable Approach to Vehicle LNG Tank Design Using MOPSO and 3D Modeling. Sustainability, 17(21), 9834. https://doi.org/10.3390/su17219834

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