Have a personal or library account? Click to login
Forecasting Models for Time and Cost Performance Predicting of Infrastructural Projects Cover

Forecasting Models for Time and Cost Performance Predicting of Infrastructural Projects

Open Access
|Dec 2024

References

  1. AKOGBE, R. - FENG, X. - ZHOU, J.: Project performance evaluation based on time-cost-design capacity and plant utilization, Quest Journals Journal of Architecture and Civil Engineering, vol. 2, no. 2, pp. 1-9, 2004.
  2. ALSUGAIR, A. M. - ALSANABANI, N. M. - AL-GAHTANI, K. S.: Forecasting the final contract cost on the basis of the owner’s cost estimation using an artificial neural network, Buildings, vol. 13, no. 3, p. 786, 2023, doi: 10.3390/buildings13030786.
  3. MACKOVA, D. - KOZLOVSKA, M. - BASKOVA, R. - SPISAKOVA, M. - KRAJNIKOVA, K.: Construction-duration prediction model for residential buildings in Slovak Republic based on computer simulation, International Journal of Applied Engineering Research, vol. 12, no. 13, pp. 3590-3599, 2017.
  4. KEVIN, - CHARLES, : Analysis of building performance evaluation and value management as tools in building facilities management, Civil and Environmental Research, vol. 3, no. 1, 2013.
  5. AL-ZWAINY, F. M. S. - AL-MARSOMI, M. S. K.: Developing a novel approach for evaluation performance of the engineering departments managers using 360 technique, Eurasian Journal of Science & Engineering, vol. 2, no. 2, pp. 56-67, 2017.
  6. AL-ZWAINY, F. M. S. - HADHAL, N. T.: Building a mathematical model for predicting the cost of communication towers projects using multifactor linear regression technique, International Journal of Construction Engineering and Management, vol. 5, no. 1, pp. 25-29, 2016.
  7. JABER, F. K. - JASIM, N. A. - AL-ZWAINY, F. M.: Forecasting techniques in construction industry: Earned value indicators and performance models, Scientific Review Engineering and Environmental Sciences, vol. 29, no. 2, pp. 234-243, 2020.
  8. WANG, Y. R. - GIBSON, G. E.: A study of pre-project planning and project success using ANNs and regression models, Automation in Construction, vol. 19, no. 3, pp. 341-346, 2010.
  9. AL-ZWAINY, F. M. S. - SALIH, S. A. - ALDIKHEELI, M. R.: Prediction of residual strength of sustainable self-consolidating concrete exposed to elevated temperature using artificial intelligence technique, International Journal of Applied Science and Engineering, vol. 18, no. 2, pp. 1-15, 2021.
  10. AL-ZWAINY, F. M. S. - ALA’AMAR, H. - IBRAHEEM, H. F.: Predicting productivity in construction industry utilizing multiple linear regression technique and artificial neural network technique: A review for research and applications, International Journal of Research in Advanced Engineering and Technology, vol. 6, no. 3, pp. 7-13, 2020.
  11. MAYA, R. - HASSAN, B. - HASSAN, A.: Develop an artificial neural network (ANN) model to predict construction projects performance in Syria, Journal of King Saud University-Engineering Sciences, 2021.
  12. MEMON, A. H. - RAHMAN, I. A. - AZIS, A. A. A.: Time and cost performance in construction projects in southern and central regions of Peninsular Malaysia, International Journal of Advances in Applied Sciences, vol. 1, no. 1, pp. 45-52, 2012.
  13. HAMMOODY, O. - AL-SOMAYDAII, J. - AL-ZWAINY, F. - HAYDER, G.: Forecasting and determining of cost performance index of tunnels projects using artificial neural networks, International Journal for Computational Civil and Structural Engineering, vol. 18, no. 1, pp. 51-60, 2022.
  14. JASIM, N. A. - MARUF, S. M. - ALJUMAILY, H. S. M. - AL-ZWAINY, F.: Predicting index to complete schedule performance indicator in highway projects using artificial neural network model, Archives of Civil Engineering, vol. 66, no. 3, pp. 541-554, 2020.
  15. AIDAN, I. A. - AL-JEZNawi, D. - AL-ZWAINY, F. M. S.: Predicting earned value indexes in residential complexes’ construction projects using artificial neural network model, International Journal of Intelligent Engineering and Systems, vol. 13, no. 4, pp. 248-259, 2020.
  16. ZAMIM, S. K. - FARAJ, N. S. - AIDAN, I. A. - AL-ZWAINY, F. M. S. - ABDULQADER, M. A. - MOHAMMED, I. A.: Prediction of dust storms in construction projects using intelligent artificial neural network technology, Periodicals of Engineering and Natural Sciences, vol. 7, no. 4, pp. 1659-1666, 2019.
  17. JABER, F. K. - AL-ZWAINY, F. M. S. - HACHEM, S. W.: Optimizing of predictive performance for construction projects utilizing support vector machine technique, Cogent Engineering, vol. 6, no. 1, pp. 1685860, 2019.
DOI: https://doi.org/10.2478/cee-2024-0074 | Journal eISSN: 2199-6512 | Journal ISSN: 1336-5835
Language: English
Page range: 1024 - 1039
Published on: Dec 17, 2024
Published by: University of Žilina
In partnership with: Paradigm Publishing Services
Publication frequency: 2 issues per year

© 2024 Saja Hadi Raheem Aldhamad, Rana Maya, Suha Falih Mahdi Alazawy, Faiq M. Alzwainy, published by University of Žilina
This work is licensed under the Creative Commons Attribution 4.0 License.