Research on Production Cost Optimization of PC Exterior Wall Panel Based on Hybrid Genetic Algorithm
Publication: ICCREM 2021
ABSTRACT
Compared with traditional cast-in-place buildings, prefabricated buildings have advantages in quality, construction period, and environmental protection, but their incremental cost becomes an important bottleneck in developing. This paper takes prefabricated PC exterior wall panels as an example and does following work: (1) to deconstruct the production cost of components; (2) analyze the key control factors affecting its cost; (3) use the hybrid genetic algorithm to establish a prefabricated component production cost analysis model; (4) select typical cases and use the model to calculate sensitivity and criticality coefficients of PC exterior wall panels’ cost components; and (5) propose the most effective countermeasures to reduce costs are proposed based on the above results.
Get full access to this article
View all available purchase options and get full access to this chapter.
REFERENCES
Chen, W., Jiang, X., Yu, Y. Q., and Fu, H. Y. (2018). “Incremental cost calculation of prefabricated construction projects.” Finance and Accounting Monthly, (06), 75–81. (in Chinese).
Fernandez, M., Caballero, J., Fernandez, L., and Sarai, A. (2011). “Genetic algorithm optimization in drug design QSAR: Bayesian-regularized genetic neural networks (BRGNN) and genetical gorithm optimized support vectors machines(GA- SVM).” Molecular Diversity, (15), 269–289.
He, B., Zhu, G. C., and Mao, R. R. (2017). “The status quo and development of prefabricated buildings with light steel structure.” Housing and Real Estate Production, (03), 120. (in Chinese).
Li, F. L. (2017). “Analysis of cost budget and cost control of prefabricated construction projects.” Jiangxi Building Materials, (15), 251+255. (in Chinese).
Qi, B. K., Zhu, Y., Ma, B., and Liu, S. (2016). “Analytic method study of comprehensive benefit of precast building.” Construction Technology, 45(04), 39–43. (in Chinese).
Shen, J. S., Hua, Y. P., and Yuan, M. (2019). “Research on lean cost management of prefabricated buildings.” Construction Economy, 40(03), 45–49. (in Chinese).
Yu, C. (2018). Research on Cost Control of PC Components Based on System Dynamics. Harbin Institute of Technology, Heilongjiang, China, 12–60. (in Chinese).
Information & Authors
Information
Published In
Copyright
© 2021 American Society of Civil Engineers.
History
Published online: Dec 9, 2021
Authors
Metrics & Citations
Metrics
Citations
Download citation
If you have the appropriate software installed, you can download article citation data to the citation manager of your choice. Simply select your manager software from the list below and click Download.