International Research Journal of Engineering and Technology (IRJET)
e-ISSN: 2395-0056
Volume: 11 Issue: 05 | May 2024
p-ISSN: 2395-0072
www.irjet.net
Use of Artificial Neural Network for Cost Estimation of Building Projects Aditya H. Nikam1, Devarsh A. Patil1, Abhishek S. More1 , Nikhil D. Dhavale1 Mrs. Sonal A Chavan2 1U.G. Student, Civil Department, All India Shree Shivaji Memorial Society COE, Maharashtra, India. 2Assistant Professor, Civil Department, All India Shree Shivaji Memorial Society COE, Maharashtra, India.
---------------------------------------------------------------------***--------------------------------------------------------------------1.1.1. Management of the supply chain Abstract – the principal causes of delays in this research study were analyzed after data collection using a questionnaire survey with a wide range of construction professionals based in High-rise Projects. The findings of this study could help the construction industry better analyze not just the principal reasons of delays on construction projects, but also how to minimize the them through appropriate planning. Despite its importance in ensuring the safe application of working processes, safety leadership is occasionally overlooked in recommendations.
In several places of the world, the supply chain has been interrupted in various ways. Various construction materials are necessary, but they are not reaching the construction site from the outside due to lockdown, which is causing delays in the construction processes. Various resources for construction work that come from various industries in the country or overseas via various vehicles, those items cannot come. Because all cars are unable to come to lockdown, the essential materials are unable to arrive, and the work is halted. IS has not only caused the construction sector to shut down, but is has also harmed the livelihoods of those who transport these materials in cars, as well as the factories that produce these products, which are losing a lot of money because they are not being sold.
Aside from addressing increased demand, good decision making during the construction phase can mitigate delay concerns, however additional research is required. This could involve research on decision making processes, the content of construction site management training programs in building a more skilled workforce, and the use of pre-cast materials. An investigation into construction project delays in India during the outbreak.
1.1.2. An issue with transportation
Because high-rise projects are vital to the city, they must be completed quickly. Almost all Indian projects are late. Delay is the most common, complex, and dangerous problem in construction. Most construction projects in poor countries run late. Regardless of size or complexity, deadlines and unpredictability abound. Every construction project has delays, and the severity on time and cost overrun drivers.
All modes of mobility in the country have been hampered as a result of nationwide lockdown. As a result, no materials are being delivered to the construction company, and no workers are able to work from home. As a result, the work has come to a halt.
Key Words: Low Rise & high-rise Buildings, CostBenefit analysis, etc.
To begin with, workers are unable to get to work since the transit system is entirely shut down. Second, because the sickness is caused by a viral infection, workers who came into touch with another are more likely to spread it. As a result, many workers refuse to come to work. Furthermore, forcing workers to labor without any protection is impossible.
1.1.3. Labor scarcity
1.INTRODUCTION 1.1.
Impacts of COVID-19 construction sector
on
High
Rise
1.1.4. Financial difficulty
COVID-19 victims are becoming more numerous by the day, which is having an influence on the building industry. Government lockdowns are disrupting supply chain; labor shortages are emerging; companies are experiencing an economic downturn; and they are having difficulty keeping their contracts.
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Impact Factor value: 8.226
Companies are not making any profit as a result of the work stoppage; on the contrary, more losses are being incurred, and not only the company is losing money, but all the suppliers who provide the required materials to various companies for use in the construction sector are also losing a lot of money. Since the company’s shutdown, the supply chain has been disrupted, and factories that create goods have ceased operations, resulting in several
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