Cost Comparison of Traditional Glass Fiber Test Methods and Computer Aided Neural Prediction Supported Systems
Journal Title: Smart Construction Research - Year 2018, Vol 2, Issue 4
Abstract
Within the complexity of the industrial production strategies, computer aided technologies have been becoming a survival key for company administrators for reducing expenses. Furthermore, new production methods and adaptation of dynamic market requirements force owners to apply computer aided solutions to reduce to production time of goods to the market. Nowadays, prefabricated concrete producers are facing the same problem and trying to apply new solutions to overcome these high costs. In this research, artificial neural networks and traditional glass fiber testing methods were compared to reduce the quality control and assurance processes of prefabricated glass fiber reinforced concrete (GRC) production. 143 different four-point flexural test results of glass fiber reinforced concrete mixes with the varied parameters as temperature, fiber content and slump values were introduced the artificial neural networks models. The proportional limit properties (LOP) of glass fiber reinforced concrete and trained neural network analysis are taken into consideration for comparison. The outcomes of the analysis reflected that there is a strong correlation between the proportional limit of glass fiber reinforced concrete on-site test and the artificial swarm-based optimization algorithm results. Depending on this secure data, on-site test quantities are reduced and checked for cost deduction of traditional test results.
Authors and Affiliations
Sadik Alper Yildizel, Serdar Carbas, Osman Tunca
Keywords
Related Articles
- EP ID EP678952
- DOI -
- Views 205
- Downloads 0
Multimodal Medical Image Fusion Using Various Hybrid Fusion Techniques For clinical Treatment Analysis
Medical image fusion is one the most significant and useful disease analytic techniques. This research paper proposed and examines some of the hybrid multimodality medical image fusion methods and discusses the most esse...
Application of Tower Girder Asynchronous Construction Technology
When constructing the tower beam in a traditional way, the tower beam will be simultaneously constructed with the tower column, it asks for a complicated construction procedure, difficult construction organization, long...
Municipal Road Quality Control and Testing
As the infrastructure project in the city, municipal road is the quality of urban transportation service, which determines the city image and government image. Therefore, the relevant units and personnel must strengthen...
Difficulty analysis and countermeasure discussion of building HVAC construction
HVAC is a part of building equipment. The quality of HVAC engineering in buildings is directly related to whether buildings can be directly put into operation. Based on the importance of HVAC construction, we must master...
Elementary introduction to the relevant elements and measures of green building design
With the continuous development of the concept of green architecture, the integration of a large number of environmental protection concepts in the architectural design is the focus of green architecture design.Saving na...