CO2 emissions optimization of reinforced concrete ribbed slab by hybrid metaheuristic optimization algorithm (IDEACO)

被引:0
作者
Bijari, Shima [1 ]
Azqandi, Mojtaba Sheikhi [2 ]
机构
[1] Univ Birjand, Dept Civil Engn, Birjand, Iran
[2] Univ Birjand, Dept Mech Engn, Birjand, Iran
来源
ADVANCES IN COMPUTATIONAL DESIGN, AN INTERNATIONAL JOURNAL | 2023年 / 8卷 / 04期
关键词
CO2; emissions; economic justification; hybrid metaheuristic optimization algorithm; optimal design; reinforced concrete ribbed slab; CO2-OPTIMIZATION; SEARCH; FRAMES; COST;
D O I
10.12989/acd.2023.8.4.295
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
This paper presents an optimization of the reinforced concrete ribbed slab in terms of minimum CO2 emissions and an economic justification of the final optimal design. The design variables are six geometry variables including the slab thickness, the ribs spacing, the rib width at the lower and toper end, the depth of the rib and the bar diameter of the reinforcement, and the seventh variable defines the concrete strength. The objective function is considered to be the minimum amount of carbon dioxide gas (CO2) emission and at the same time, the optimal design is economical. Seven significant design constraints of American Concrete Institute's Standard were considered. A robust metaheuristic optimization method called improved dolphin echolocation and ant colony optimization (IDEACO) has been used to obtain the best possible answer. At optimal design, the three most important sources of CO2 emissions include concrete, steel reinforcement, and formwork that the contribution of them are 63.72, 32.17, and 4.11 percent respectively. Formwork, concrete, steel reinforcement, and CO2 are the four most important sources of cost with contributions of 67.56, 19.49, 12.44, and 0.51 percent respectively. Results obtained by IDEACO show that cost and CO2 emissions are closely related, so the presented method is a practical solution that was able to reduce the cost and CO2 emissions simultaneously.
引用
收藏
页码:295 / 307
页数:13
相关论文
共 27 条
[1]  
[Anonymous], 2008, 318 ACI
[2]  
Azqandi M.S., 2021, MECH ADV COMPOS STRU, V8, P203, DOI DOI 10.22075/MACS.2020.20281.1254
[3]   Optimal Dimensions of Post-Tensioned Concrete Cylindrical Walls Using Harmony Search and Ensemble Learning with SHAP [J].
Bekdas, Gebrail ;
Cakiroglu, Celal ;
Kim, Sanghun ;
Geem, Zong Woo .
SUSTAINABILITY, 2023, 15 (10)
[4]  
Bijari S., 2022, Int. J. Opt. Civil Eng., V12, P201
[5]   CO2 Emission Optimization of Concrete-Filled Steel Tubular Rectangular Stub Columns Using Metaheuristic Algorithms [J].
Cakiroglu, Celal ;
Islam, Kamrul ;
Bekdas, Gebrail ;
Kim, Sanghun ;
Geem, Zong Woo .
SUSTAINABILITY, 2021, 13 (19)
[6]   CO2 and cost optimization of reinforced concrete frames using a big bang-big crunch algorithm [J].
Camp, Charles V. ;
Huq, Farah .
ENGINEERING STRUCTURES, 2013, 48 :363-372
[7]  
Catalonia Institute of Construction Technology, 2016, BEDEC PR/PCT ITEC material database
[8]   Investigating relationships between cost and CO2 emissions in reinforced concrete structures using a BIM-based design optimisation approach [J].
Eleftheriadis, S. ;
Duffour, P. ;
Greening, P. ;
James, J. ;
Stephenson, B. ;
Mumovic, D. .
ENERGY AND BUILDINGS, 2018, 166 :330-346
[9]   Industrially interesting approaches to "low-CO2" cements [J].
Gartner, E .
CEMENT AND CONCRETE RESEARCH, 2004, 34 (09) :1489-1498
[10]  
Ghoddosian A., 2013, Metaheuristic Optimization Algorithm in Engineering