AIMC Topic: Facility Design and Construction
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Artificial intelligence empowering museum space layout design: Insights from China.
PloS one
Nov 7, 2024
The floor plan layout of museum exhibition spaces is the skeleton network of the museum, which determines the internal circulation and spatial form of the museum. This paper studies the method and practice of using artificial intelligence technology ...
Risk management system and intelligent decision-making for prefabricated building project under deep learning modified teaching-learning-based optimization.
PloS one
Jul 17, 2020
This study establishes a model of prefabricated building project risk management system based on the Modified Teaching-Learning-Based-Optimization (MTLBO) algorithm and a prediction model of deep learning multilayer feedforward neural network (Backpr...
A Hybrid PSO-SVM Model Based on Safety Risk Prediction for the Design Process in Metro Station Construction.
International journal of environmental research and public health
Mar 5, 2020
Incorporating safety risk into the design process is one of the most effective design sciences to enhance the safety of metro station construction. In such a case, the concept of Design for Safety (DFS) has attracted much attention. However, most of ...
Facility Layout Planning with SHELL and Fuzzy AHP Method Based on Human Reliability for Operating Theatre.
Journal of healthcare engineering
Jan 14, 2019
A well-design facility layout planning refers to the reduction of the operation cost in the manufacturing and service industry. This work consists of reliability analysis of facility layout for an operating theatre; it aims at proposing a new evaluat...
A prediction model of ammonia emission from a fattening pig room based on the indoor concentration using adaptive neuro fuzzy inference system.
Journal of hazardous materials
Dec 6, 2016
Ammonia (NH) is considered one of the significant pollutions contributor to indoor air quality and odor gas emission from swine house because of the negative impact on the health of pigs, the workers and local environment. Prediction models could pro...
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