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Ayhan, M, Dikmen, I and Talat Birgonul, M (2021) Predicting the Occurrence of Construction Disputes Using Machine Learning Techniques. Journal of Construction Engineering and Management, 147(04).
Bhandari, S, Hallowell, M R, Alruqi, W and Salas, R (2021) Modeling the Relationship between Personal Risk Tolerance, Work-Related Risk Tolerance, and Risk-Taking Behavior of Construction Workers. Journal of Construction Engineering and Management, 147(04).
Elsayegh, A and El-adaway, I H (2021) Holistic Study and Analysis of Factors Affecting Collaborative Planning in Construction. Journal of Construction Engineering and Management, 147(04).
Garcia, G, Golparvar-Fard, M, de la Garza, J M and Fischer, M (2021) Measuring Progress and Productivity in Model-Driven Engineering for Capital Project Delivery. Journal of Construction Engineering and Management, 147(04).
Hasan, M and Lu, M (2021) Error Propagation Model for Analyzing Project Labor Cost Budget Risks in Industrial Construction. Journal of Construction Engineering and Management, 147(04).
Herrera, R F, Mourgues, C, Alarcón, L F and Pellicer, E (2021) Analyzing the Association between Lean Design Management Practices and BIM Uses in the Design of Construction Projects. Journal of Construction Engineering and Management, 147(04).
Jia, B, Yang, Y, Xie, B and Yu, X (2021) Novel Geometric Control Technology for Precast Segmental Bridges. Journal of Construction Engineering and Management, 147(04).
Kar, S, Kothari, C and Jha, K N (2021) Developing an Optimum Material Procurement Schedule by Integrating Construction Program and Budget Using NSGA-II. Journal of Construction Engineering and Management, 147(04).
- Type: Journal Article
- Keywords: Material delivery schedule; Criticality of materials; Shortage impact; Optimization; Budget constraint; Storage capacity; Nondominated sorting genetic algorithm II (NSGA-II);
- ISBN/ISSN: 0733-9364
- URL: https://doi.org/10.1061/(ASCE)CO.1943-7862.0002028
- Abstract:
Procuring the correct materials at the right time and for the lowest cost is essential in construction. This fact underlines the importance of an optimized material procurement schedule integrated with the construction schedule/program. However, few studies examine the development of a material procurement schedule by integrating the construction schedule and optimizing material costs as well as any material shortage impact. In addition, budget constraints and maximum storage capacity are rarely captured in existing models for material procurement optimization. To address these shortcomings, an optimization model is developed using the nondominated sorting genetic algorithm II (NSGA-II) and executed in MATLAB R2017a. This model was implemented in a construction project that developed a material delivery schedule based on the budget constraints and maximum storage capacity for five majorly used building materials, resulting in a costs saving of 31.17% and a reduction in shortage impact of 83.47% compared with the actual delivery schedule. The developed model also incorporates the minimum order quantity and standard shipping size as well as avoiding surplus materials, leading to sustainable procurement of materials. Construction practitioners can use this model for procuring materials when facing budget constraints in a construction project with the lowest cost and least shortage and without excess or insufficient purchasing. The model will aid in completing the project within the stipulated time and budgeted cost.
Kineber, A F, Othman, I, Oke, A E, Chileshe, N and Buniya, M K (2021) Impact of Value Management on Building Projects Success: Structural Equation Modeling Approach. Journal of Construction Engineering and Management, 147(04).
Kula, B and Ergen, E (2021) Implementation of a BIM-FM Platform at an International Airport Project: Case Study. Journal of Construction Engineering and Management, 147(04).
Love, P E D, Matthews, J and Fang, W (2021) Reflections on the Risk and Uncertainty of Rework in Construction. Journal of Construction Engineering and Management, 147(04).
Makul, N (2021) Modified Cost-Benefit Analysis of the Production of Ready-Mixed Self-Consolidating Concrete Prepared with a Recycled Concrete Aggregate. Journal of Construction Engineering and Management, 147(04).
Martin, H and Ramjarrie, K (2021) Cloud Contractor Selection Model for Design-Build Open Tender. Journal of Construction Engineering and Management, 147(04).
Murguia, D, Demian, P and Soetanto, R (2021) Systemic BIM Adoption: A Multilevel Perspective. Journal of Construction Engineering and Management, 147(04).
Nguyen, L D and Tran, D Q (2021) Measurement of Fuzzy Membership Functions in Construction Risk Assessment. Journal of Construction Engineering and Management, 147(04).
Rastegar, H, Arbab Shirani, B, Mirmohammadi, S H and Akhondi Bajegani, E (2021) Stochastic Programming Model for Bidding Price Decision in Construction Projects. Journal of Construction Engineering and Management, 147(04).
Sherman, R, Parrish, K and Lamanna, A (2021) Identifying and Categorizing Risks Incumbent in US Nuclear Power Plant Construction. Journal of Construction Engineering and Management, 147(04).
Somboonpisan, J and Limsawasd, C (2021) Environmental Weight for Bid Evaluation to Promote Sustainability in Highway Construction Projects. Journal of Construction Engineering and Management, 147(04).
Tariq, S and Zhang, X (2021) Critical Analysis of the Private Sector Roles in Water PPP Failures. Journal of Construction Engineering and Management, 147(04).
Ugural, M and Giritli, H (2021) Three-Way Interaction Model for Turnover Intention of Construction Professionals: Some Evidence from Turkey. Journal of Construction Engineering and Management, 147(04).
Wang, Z, Liu, Y, Hu, H and Dai, L (2021) Hybrid Rescheduling Optimization Model under Disruptions in Precast Production Considering Real-World Environment. Journal of Construction Engineering and Management, 147(04).
Xia, N, Tang, Y, Li, D and Pan, A (2021) Safety Behavior among Construction Workers: Influences of Personality and Leadership. Journal of Construction Engineering and Management, 147(04).
Zheng, J, Zhang, Z, Wu, G, Yang, Y, Xia, N and Liu, B (2021) Daily Self-Efficacy, Work Engagement, and Deviance Behavior among Construction Professionals and Workers: Cross-Level Moderating Role of Job Control. Journal of Construction Engineering and Management, 147(04).