Mechanical and electrical installation process of prefabricated buildings.

Mechanical and electrical installation process of prefabricated buildings.

<p>Mechanical and electrical installation process of prefabricated buildings.</p>

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Bibliographic Details
Main Author: Xuwei Liu (6034592) (author)
Other Authors: Wenting Tang (2627902) (author), Lisha Si (21463912) (author), Yongde Li (13544376) (author)
Published: 2025
Subjects:
Biophysics
Biotechnology
Science Policy
Space Science
Biological Sciences not elsewhere classified
quota compilation efficiency
prediction error rates
mean squared errors
cost savings rates
average absolute errors
artificial neural networks
artificial neural network
electrical installation engineering
consumption quota compilation
mechanical equipment use
mechanical equipment usage
proposed model achieved
48 %, respectively
48 %, 1
21 %, 4
1 %, respectively
1 %,
material consumption
engineering budgeting
85 %,
25 %,
research model
model performance
designed model
1 %.
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traditional models
testing sets
statistical theory
results showed
relatively low
regularization techniques
prefabricated components
prefabricated buildings
material resources
large workload
labor hours
economic benefits
determination coefficients
8 %,
4 %.
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