混凝土坍落度试验数据集

Data Set Information: The data set includes 103 data points. There are 7 input variables, and 3 output variables in the data set. The initial data set included 78 data. After several years, we got 25 new data points. Attribute Information: Input variables (7)(component kg in one M^3 concrete): Cement Slag Fly ash Water SP Coarse Aggr. Fine Aggr. Output variables (3): SLUMP (cm) FLOW (cm) 28-day Compressive Strength (Mpa) Relevant Papers: 1. Yeh, I-Cheng, "Modeling slump of concrete with fly ash and superplasticizer," Computers and Concrete, Vol.5, No.6, 559-572, 2008. 2. Yeh, I-Cheng, "Simulation of concrete slump using neural networks," Construction Materials,Vol.162, No.1, 11-18, 2009. 3. Yeh, I-Cheng, "Prediction of workability of concrete using design of experiments for mixtures," COMPUTERS AND CONCRETE, Vol.5, No.1, 1-20, 2008. 4. Yeh, I-Cheng, "Modeling slump flow of concrete using second-order regressions and artificial neural networks," Cement and Concrete Composites, Vol.29, No. 6, 474-480, 2007. 5. Yeh, I-Cheng, "Exploring concrete slump model using artificial neural networks," J. of Computing in Civil Engineering, ASCE, Vol.20, No.3, 217-221, 2006. Citation Request: Yeh, I-Cheng, "Modeling slump flow of concrete using second-order regressions and artificial neural networks," Cement and Concrete Composites, Vol.29, No. 6, 474-480, 2007. Donor: I-Cheng Yeh Email: icyeh '@' chu.edu.tw Institution: Department of Information Management, Chung-Hua University (Republic of China) Other contact information: Department of Information Management, Chung-Hua University, Hsin Chu, Taiwan 30067, R.O.C.