Project Evaluation

Comprehensive analysis based on BIM standards and expert knowledge.

Aerial view of a construction site featuring an outlined architectural framework on a sandy ground. Metal beams form the structure of a building, with various rooms and hallways visible in the layout. Surrounding the framework are stacks of building materials organized on the ground.
Aerial view of a construction site featuring an outlined architectural framework on a sandy ground. Metal beams form the structure of a building, with various rooms and hallways visible in the layout. Surrounding the framework are stacks of building materials organized on the ground.
Data Collection

Integrating language models for structured management insights.

A construction site with multiple concrete formwork structures in place. Metal braces and supports are prominently visible, ensuring the stability of the forms. Concrete foundations and vertical columns are being prepared, with a mix of exposed rebar and newly laid concrete. The overall environment appears organized and active, reflecting ongoing building activities.
A construction site with multiple concrete formwork structures in place. Metal braces and supports are prominently visible, ensuring the stability of the forms. Concrete foundations and vertical columns are being prepared, with a mix of exposed rebar and newly laid concrete. The overall environment appears organized and active, reflecting ongoing building activities.
Expert Scoring

Utilizing expert data for initial training set development.

The image depicts a concrete building under construction with exposed rebars extending from the top. Green safety netting is draped along the sides of the structure. The concrete pillars and floors are visible, and the general skeletal framework of the building is prominent.
The image depicts a concrete building under construction with exposed rebars extending from the top. Green safety netting is draped along the sides of the structure. The concrete pillars and floors are visible, and the general skeletal framework of the building is prominent.
A high-rise building under construction, featuring a modern architectural design with visible concrete structural elements and partially completed exterior. Scaffolding and construction materials are present, indicating ongoing work.
A high-rise building under construction, featuring a modern architectural design with visible concrete structural elements and partially completed exterior. Scaffolding and construction materials are present, indicating ongoing work.
Index System

Multidimensional evaluation covering schedule, cost, and quality.

Cloud Model

Modeling indices using expectation, entropy, and hyper-entropy.

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A construction site featuring a multi-story building in progress. Several workers wearing yellow helmets are scattered across different floors, with some engaged in activities such as carrying materials or working on the structure. The building appears to be made of concrete, and there are numerous steel rods protruding from the top floor.
A construction site featuring a multi-story building in progress. Several workers wearing yellow helmets are scattered across different floors, with some engaged in activities such as carrying materials or working on the structure. The building appears to be made of concrete, and there are numerous steel rods protruding from the top floor.

BIM evaluation system

Metrics

Comprehensive evaluation index system for project management.

Insights

Integration

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