Estimation of Production rates for Formwork Installation using Fuzzy Expert Systems

Article ID

JN263

Estimation of Production rates for Formwork Installation using Fuzzy Expert Systems

Arazi Bin Idrus
Arazi Bin Idrus
Sana Muqeem
Sana Muqeem Universiti Teknologi PETRONAS
Yap Keem
Yap Keem
Mohd Faris Khamidi
Mohd Faris Khamidi
Mohd Saiful Zakaria
Mohd Saiful Zakaria
DOI

Abstract

Expert Systems have been used to solve complex problems efficiently if the information available is in descriptive form rather than numbers. The study has aimed to use Fuzzy expert systems to estimate the labor production rates. Production rate values of formwork installation of beam have been measured from the project sites and factors influencing the production rates have been recorded on scale in descriptive form. Fuzzy expert system developed in this study has been compared with the previous Fuzzy expert systems used for estimating production rates. Mean Square Error of the previous and new models has been calculated and shows that proposed model gives high linguistic and numerical accuracies. Hence, the Fuzzy expert system developed in this study can be used reliably for estimating labor productivity by the construction Industry.

Estimation of Production rates for Formwork Installation using Fuzzy Expert Systems

Expert Systems have been used to solve complex problems efficiently if the information available is in descriptive form rather than numbers. The study has aimed to use Fuzzy expert systems to estimate the labor production rates. Production rate values of formwork installation of beam have been measured from the project sites and factors influencing the production rates have been recorded on scale in descriptive form. Fuzzy expert system developed in this study has been compared with the previous Fuzzy expert systems used for estimating production rates. Mean Square Error of the previous and new models has been calculated and shows that proposed model gives high linguistic and numerical accuracies. Hence, the Fuzzy expert system developed in this study can be used reliably for estimating labor productivity by the construction Industry.

Arazi Bin Idrus
Arazi Bin Idrus
Sana Muqeem
Sana Muqeem Universiti Teknologi PETRONAS
Yap Keem
Yap Keem
Mohd Faris Khamidi
Mohd Faris Khamidi
Mohd Saiful Zakaria
Mohd Saiful Zakaria

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Sana Muqeem. 2012. “. Global Journal of Research in Engineering – E: Civil & Structural GJRE-E Volume 12 (GJRE Volume 12 Issue E1): .

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Crossref Journal DOI 10.17406/gjre

Print ISSN 0975-5861

e-ISSN 2249-4596

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Estimation of Production rates for Formwork Installation using Fuzzy Expert Systems

Arazi Bin Idrus
Arazi Bin Idrus
Sana Muqeem
Sana Muqeem Universiti Teknologi PETRONAS
Yap Keem
Yap Keem
Mohd Faris Khamidi
Mohd Faris Khamidi
Mohd Saiful Zakaria
Mohd Saiful Zakaria

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