Estimation of Production rates for Formwork Installation using Fuzzy Expert Systems

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Sana Muqeem
Sana Muqeem
σ
Arazi Bin Idrus
Arazi Bin Idrus
ρ
Yap Keem
Yap Keem
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Mohd Faris Khamidi
Mohd Faris Khamidi
¥
Mohd Saiful Zakaria
Mohd Saiful Zakaria
α Universiti Teknologi Petronas Universiti Teknologi Petronas

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Estimation of Production rates for Formwork Installation using Fuzzy Expert Systems

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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.

References

8 Cites in Article
  1. Aminah Robinson,Fayek,Ayodele Oduba (2005). Predicting Industrial Labor Productivity using Fuzzy expert system.
  2. Ayodele Olugbenga,Oduba (2002). Predicting Industrial construction Productivity using Fuzzy Expert Systems.
  3. A Boussabaine,A Duff (1996). An expert‐simulation system for construction productivity forecasting.
  4. Halligan David,W Demsetz,Laura Brown,James (1994). Action Response Model and Loss of Productivity in Construction.
  5. Z Herbsman,R Ellis (1990). Research of factors Influencing Construction Productivity.
  6. Hongwei Mao (1999). Estimating labor Productivity using Fuzzy Expert Systems.
  7. W Maloney,J Fillen (1985). Valence of Satisfaction and Job Outcomes.
  8. Thomas Yiakoumis,I (1987). Factor Model of Construction Productivity.

Funding

No external funding was declared for this work.

Conflict of Interest

The authors declare no conflict of interest.

Ethical Approval

No ethics committee approval was required for this article type.

Data Availability

Not applicable for this article.

How to Cite This Article

Sana Muqeem. 2012. \u201cEstimation of Production rates for Formwork Installation using Fuzzy Expert Systems\u201d. Global Journal of Research in Engineering - E: Civil & Structural GJRE-E Volume 12 (GJRE Volume 12 Issue E1): .

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Journal Specifications

Crossref Journal DOI 10.17406/gjre

Print ISSN 0975-5861

e-ISSN 2249-4596

Version of record

v1.2

Issue date

January 16, 2012

Language
en
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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.

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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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