Case Study

High-resolution 3D scans of each area were completed to create an accurate representation of the facility environment. These scans were reviewed collaboratively with facility management to identify the most representative and high-priority locations for dust sampling. 

Each area was broken down into distinct rooms or zones to allow for detailed comparison of dust accumulation patterns across different operational environments. 

Sampling locations included a range of surface types such as equipment, structural members, flat surfaces, and elevated features to ensure a representative understanding of dust behavior. 

Standardized procedures were used across all sampling locations to ensure consistency and comparability of results. 

All collected data points were mapped to their physical locations within the facility, enabling visualization of dust distribution patterns. 

Surveyed multiple production and support areas, including active processing spaces and adjacent rooms such as control and electrical areas where dust accumulation may go undetected. 

Dust samples were collected at varying heights—ranging from near floor level to elevated structural and equipment surfaces (up to approximately 15–20 feet above finished floor)—to capture realistic accumulation patterns that are often missed in standard inspections. 

Sampling points were selected based on operational relevance, process flow, airflow patterns, and areas with a higher likelihood of accumulation, ensuring that the data reflects actual facility conditions. 

Dust accumulation was measured and recorded in standardized units, enabling objective comparison across areas, rooms, and elevations. 

Final findings were reviewed with plant management and safety personnel. The immediate visibility and clarity of the results enabled stakeholders to quickly recognize the benefits of the data-driven approach, leading to the scheduling of additional dust mapping surveys across other facility locations.