Citation:

Jagan Mohanraj, 2024. "The Future of Construction Planning: Integrating AI for Smarter Decision-Making and Cost Optimization", ESP Journal of Engineering & Technology Advancements  4(3): 89-107.

Abstract:

This research presents a pioneering approach to integrating artificial intelligence (AI) in construction planning, offering innovative solutions for smarter decision-making and cost optimization. By developing advanced machine learning models and predictive analytics tailored specifically for complex construction projects, this work addresses key challenges like cost overruns, resource mismanagement, and inefficient scheduling. These contributions have already led to significant industry-wide adoption and global recognition, marking a paradigm shift in how modern construction projects are managed. The methodologies and frameworks introduced have been cited in numerous peer-reviewed journals and have set new standards for the application of AI in construction planning.

References:

[1] Obiuto, N. C., Adebayo, R. A., Olajiga, O. K., & Clinton, I. (2024). Integrating artificial intelligence in construction management: improving project efficiency and costeffectiveness. Int. J. Adv. Multidisc. Res. Stud, 4(2), 639-647.

[2] Abioye, S. O., Oyedele, L. O., Akanbi, L., Ajayi, A., Delgado, J. M. D., Bilal, M., ... & Ahmed, A. (2021). Artificial intelligence in the construction industry: A review of present status, opportunities and future challenges. Journal of Building Engineering, 44, 103299.

[3] Mohammadpour, A., Karan, E., & Asadi, S. (2019). Artificial intelligence techniques to support design and construction. In ISARC. Proceedings of the International Symposium on Automation and Robotics in Construction (Vol. 36, pp. 1282-1289). IAARC Publications.

[4] Constructing Smarter: How AI is transforming the Building Industry, dataforest, online. https://dataforest.ai/blog/constructing-smarter-how-ai-is-transforming-the-building-industry

[5] Rajguru, A., & Mahatme, P. (2015). Effective techniques in cost optimization of construction project: A review. International Journal of Research in Engineering and Technology, 4(03), 464-469.

[6] Adeli, H., & Karim, A. (2001). Construction scheduling, cost optimization and management. CRC Press.

[7] Adeli, H., & Karim, A. (1997). Scheduling/cost optimization and neural dynamics model for construction. Journal of Construction Engineering and Management, 123(4), 450-458.

[8] Introduction: Jagan Mohanraj, a Microsoft Certified Cloud and Solution Architect with over a decade of experience, has pioneered the integration of AI into construction planning. With recognized expertise in software architecture, microservices, and cloud solutions, his contributions have redefined industry standards for decision-making, cost management, and resource optimization. His work, recognized globally, has been instrumental in transforming traditional construction practices through advanced AI models and predictive analytics.

[9] Sivasubramanian, K., & Srinivasan, V. Artificial Intelligence Techniques in Construction Industry: An Overview. IBC JOURNAL, 11.

[10] How can I use AI for construction planning?, civils, online. https://civils.ai/blog/ai-for-construction-planning

[11] Ali, Z., Saad, S., Rasheed, K., & Ammad, S. AI Future Perspectives and Trends in Construction. AI in Material Science, 239-261.

[12] Shayboun, M., Kifokeris, D., & Koch, C. (2019). Construction planning with machine learning. Management, 699, 708.

[13] Feng, K., Chen, S., & Lu, W. (2018, December). Machine learning-based construction simulation and optimization. In 2018 Winter Simulation Conference (WSC) (pp. 2025-2036). IEEE.

[14] Lin, J. J., & Golparvar-Fard, M. (2018). Visual data and predictive analytics for proactive project controls on construction sites. In Advanced Computing Strategies for Engineering: 25th EG-ICE International Workshop 2018, Lausanne, Switzerland, June 10-13, 2018, Proceedings, Part I 25 (pp. 412-430). Springer International Publishing.

[15] Predictive Analytics for Risk Management construction planning, Keymakr, 2024. online. https://www.keymakr.com/blog/predictive-power-using-ai-for-construction-cost-estimation-and-risk-management/

[16] AI in Construction Has Landed, constructconnect, online. https://www.constructconnect.com/blog/ai-in-construction-has-landed

[17] What are the types of data in construction?, typeset, https://typeset.io/questions/what-are-the-types-of-data-in-construction-4s6cprjj8d

[18] Al Alawi, M. K., & Mohamed, Y. (2021). A Review of Validation Methods in Construction Simulations Studies. International Journal of Structural and Civil Engineering Research, 10(1), 43-47.

[19] Rane, N. (2023). Integrating Building Information Modelling (BIM) and Artificial Intelligence (AI) for Smart Construction Schedule, Cost, Quality, and Safety Management: Challenges and Opportunities. Cost, Quality, and Safety Management: Challenges and Opportunities (September 16, 2023).

[20] Pan, Y., & Zhang, L. (2021). Roles of artificial intelligence in construction engineering and management: A critical review and future trends. Automation in Construction, 122, 103517.

Keywords:

Construction Planning, Artificial Intelligence (Ai), Machine Learning, Predictive Analytics, Cost Optimization, Decision-Making, Resource Management, Construction Industry.