Enhancing Material Quality Control in Construction: A Data-Driven Approach Using PDCA and DMAIC
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Quality control is a critical aspect of construction projects, ensuring that materials and implementation align with established standards. This study focuses on the quality control of ready-mix concrete used in the capping beam lining works of the Cipelang Irrigation Modernization Project. Initial observations indicated that some concrete materials did not meet the required compressive strength, potentially compromising structural integrity and durability. To address these concerns, the study applied PDCA and DMAIC methodologies to systematically monitor and enhance material quality. Compressive strength tests were performed in accordance with ASTM C39 and BS EN 12390-3 standards, covering specimen preparation, curing, and testing procedures. Additionally, Statistical Process Control (SPC) techniques, including control charts, were utilized to identify variations in mix composition and implement necessary corrective actions. A deeper analysis using Failure Mode and Effect Analysis (FMEA) revealed that quality issues stemmed from three primary factors: human resources, materials, and methodologies. Through corrective measures, the study achieved significant improvements in concrete quality. The hammer test results showed an increase of 42 kg/cm² (~26.25%), while the compressive strength test results improved by 68.17 kg/cm² (~40%). These enhancements reduced material defects, minimized rework, and ensured adherence to project quality requirements. By adopting a structured, systematic approach, this study presents a scalable quality control framework applicable to similar construction projects. The findings contribute to safer, high-quality, and sustainable infrastructure by optimizing material performance and reducing quality inconsistencies.
J. Lucas, L. E. Hutabarat, and A. S. Mulyani, "Analisis pengendalian mutu sample uji beton untuk lantai pondasi di proyek One Tower BSD City dengan menggunakan SPC (Statistical Process Control)," J. Rekayasa Teknik Sipil Lingkungan CENTECH, vol. 3, no. 1, pp. 46–56, Jun. 2022, doi: 10.33541/cen.v3i1.3791.
S. Nyakala, J. Pretorius, and A. Vermeulen, "Construction quality process implementation as a source of competitive advantage in small and medium-sized construction projects," J. Construction Bus. Manage., vol. 4, no. 2, pp. 46–54, Feb. 2021, doi:10.15641/jcbm.4.2.862.
A. Vermeulen, "Construction quality process implementation as a source of competitive advantage in small and medium-sized construction projects," J. Construction Bus. Manage., 2021.
S. Nyakala, D. Ramoroka, and K. Ramdass, "Factors influencing the quality of low-income housing in Polokwane Municipality South Africa," Acta Structilia, vol. 28, no. 2, pp. 23–52, Dec. 2021, doi:10.18820/24150487/as28i2.2.
K. Usman and R. Widyawati, "Pengendalian mutu beton ready mix pada batching plant dengan menggunakan statistical quality control," J. Rekayasa, vol. 15, no. 3, 2011.
A. C. Thornton, Variation Risk Management: Focusing Quality Improvements in Product Development and Production. Hoboken, NJ, USA: John Wiley & Sons, 2003.
M. Ammar, A. Haleem, M. Javaid, R. Walia, and S. Bahl, "Improving material quality management and manufacturing organizations system through Industry 4.0 technologies," Mater. Today: Proc., vol. 45, pp. 5089–5096, 2021, doi: 10.1016/j.matpr.2021.01.585.
Y. Y. Tesfay, "Models of continuous improvement," in Developing Structured Procedural and Methodological Engineering Designs. Cham, Switzerland: Springer Int. Publishing, 2021, pp. 239–269, doi:10.1007/978-3-030-68402-0_8.
A. R. Vargas, J. Garcia Alcaraz, S. Satapathy, J. R. Díaz-Reza, and B. Y. M. Lobato, DMAIC. Boca Raton, FL, USA: CRC Press, 2024, doi:10.1201/9781003564607.
D. Breysse and J. L. Martínez-Fernández, "Assessing concrete strength with rebound hammer: Review of key issues and ideas for more reliable conclusions," Mater. Struct., vol. 47, no. 9, pp. 1589–1604, Jul. 2013, doi: 10.1617/s11527-013-0139-9.
H. Beushausen, R. Torrent, and M. G. Alexander, "Performance-based approaches for concrete durability: State of the art and future research needs," Cement Concrete Res., vol. 119, pp. 11–20, May 2019, doi:10.1016/j.cemconres.2019.01.003.
S. Abu Dabous, T. Zadeh, and F. Ibrahim, "A failure mode, effects and criticality analysis-based method for formwork assessment and selection in building construction," Int. J. Building Pathol. Adaptation, vol. 42, no. 5, pp. 1019–1040, Jul. 2022, doi: 10.1108/ijbpa-01-2022-0007.
A. Liebringshausen, P. Eversmann, and A. Göbert, "Circular, zero waste formwork - Sustainable and reusable systems for complex concrete elements," J. Building Eng., vol. 80, p. 107696, Dec. 2023, doi: 10.1016/j.jobe.2023.107696.
Q. Jiang, C. Yu, and M. Zhou, "Aesthetic properties of concrete surfaces: An experimental study employing three typical formworks with emphasis on reusability," Case Studies Construction Mater., vol. 22, p. e04885, Jul. 2025, doi: 10.1016/j.cscm.2025.e04885.
A. Surahyo, "Sustainable concrete," in Concrete Construction. Cham, Switzerland: Springer Int. Publishing, 2019, pp. 105–121, doi:10.1007/978-3-030-10510-5_5.
T. N. W. Akroyd, "Manufacture of concrete," in Concrete. Amsterdam, The Netherlands: Elsevier, 1962, pp. 169–220, doi: 10.1016/b978-0-08-009595-0.50007-0.
Z. Yu, W. Dong, F. Wang, Y. Huang, and G. Ma, "Enhancing concrete strength through precision vibration engineering: Aggregate settlement and pore stats," Construction Building Mater., vol. 464, p. 140117, Feb. 2025, doi: 10.1016/j.conbuildmat.2025.140117.
S. Popovics, "A review of the concrete consolidation by vibration," Matériaux et Constructions, vol. 6, no. 6, pp. 453–463, Nov. 1973, doi: 10.1007/bf02473784.
K. W. Day, J. Aldred, and B. Hudson, Concrete Mix Design, Quality Control and Specification, 4th ed. Boca Raton, FL, USA: CRC Press, 2013.
R. D. Hooton and J. A. Bickley, "Design for durability: The key to improving concrete sustainability," Construction Building Mater., vol. 67, pp. 422–430, Sep. 2014, doi: 10.1016/j.conbuildmat.2013.12.016.
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