Comprehensive research on energy-saving green design scheme of crane structure based on computational intelligence
Source abstract
Abstract
In the field of cranes, unreasonable structure design leads to high energy consumption. In order to solve the problems of heavy weight and serious steel consumption of a crane structure, a green energy-saving design method based on computational intelligence is proposed. For minimizing the weight of a structure, two optimization models are proposed. The specular reflection algorithm is used to make the green and lightweight design. A multi-objective optimization model for the green design is constructed. The minimum waste generated in the manufacturing process is the objective function of this model. Fuzzy mathematics theory is utilized to comprehensively evaluate the impact of crane structure weight and processing waste on the environment, and a structural optimization model with fuzzy comprehensive evaluation indicators for the green design is introduced. The results indicate that compared with the original design, the processing waste after fuzzy comprehensive optimization is 63.43% lower and the cross-sectional area of the main girder is reduced by 27.03%.
Source: crossref · Quality: baseline
Research context
OpenAlex topics: Topology Optimization in Engineering · Maritime Transport Emissions and Efficiency · Structural Integrity and Reliability Analysis
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
Affiliations
School of Mechanical Engineering, Taiyuan University of Science and Technology , Taiyuan, Shanxi 030024, China
Funding
National Natural Science Foundation of China
References (31)
Show source-provided references
1. Genetic algorithms10.1038/scientificamerican0792-66 ↗
2. Optimization by simulated annealing10.1126/science.220.4598.671 ↗
3. Particle swarm optimization
4. The Whale optimization algorithm10.1016/j.advengsoft.2016.01.008 ↗
5. Black hole: A new heuristic optimization approach for data clustering10.1016/j.ins.2012.08.023 ↗
6. Grey Wolf optimizer10.1016/j.advengsoft.2013.12.007 ↗
7. Solving the problem of fast and energy saving of large hydraulic press with TRIZ theory
8. Research and application on rapidly lightweight design system of cranes10.3901/jme.2018.09.205 ↗
9. A method for optimizing installation capacity and operation strategy of a hybrid renewable energy system with offshore wind energy for a green container terminal10.1016/j.oceaneng.2019.106125 ↗
10. Lightweight design of open pre-bending machine based on response surface methodology
11. A novel hybrid method combining electromagnetism-like mechanism and firefly algorithms for constrained design optimization of discrete truss structures10.1016/j.compstruc.2018.10.017 ↗
12. Multi-objective optimization of green technology thermal drilling process using grey-fuzzy logic method10.1016/j.jclepro.2019.117711 ↗
13. Multimaterial layout optimization of truss structures via an improved particle swarm optimization algorithm10.1016/j.compstruc.2019.06.004 ↗
14. Design of energy-saving automated storage and retrieval system considering acceleration and deceleration of storage and retrieval machine
15. An energy-optimal solution for transportation control of cranes with double pendulum dynamics: Design and experiments10.1016/j.ymssp.2017.09.027 ↗
16. Layout and size optimization design of tower crane boom webs
17. Optimization of the box section of the main girder of the single-girder bridge crane by applying biologically inspired algorithms10.1016/j.engstruct.2017.07.004 ↗
18. Topology optimization designs of large and complex structures based on super element technique
19. Cross-section optimization of topologically-optimized variable-axial anisotropic composite structures10.1016/j.compstruct.2019.111150 ↗
20. Bending characteristics analysis and lightweight design of a bionic beam inspired by bamboo structures10.1016/j.tws.2019.04.043 ↗
21. Mid-section structure optimization for large oil tankers under complex constraints
22. Sizing and layout design of truss structures under dynamic and static constraints with an integrated particle swarm optimization algorithm10.1016/j.asoc.2016.11.032 ↗
23. Bridge crane energy-saving evaluation based on fuzzy optimization model
24. Optimization and control of bending distortion of submerged arc welding I-beams10.1016/j.jcsr.2017.12.012 ↗
25. Optimizing the steel girders in a high strength steel composite bridge10.1016/j.engstruct.2020.110981 ↗
26. Chaotic swarming of particles: A new method for size optimization of truss structures10.1016/j.advengsoft.2013.09.006 ↗
27. Optimization of crane mechanisms to reduce vibration10.1016/j.autcon.2020.103335 ↗
28. Weight optimization of offshore supply vessel based on structural analysis using finite element method10.1016/j.aej.2016.02.032 ↗
29. Bat inspired algorithm for discrete size optimization of steel frames10.1016/j.advengsoft.2013.10.003 ↗
30. Optimization design of the ultra-light main supporting structure of deep space detection camera10.3788/irla201948.1214003 ↗
31. Minimum cost design of overhead crane beam with box section strengthened by CFRP laminates10.12989/sem.2017.61.4.475 ↗