FPI applies PMF model (Probabilistic Matrix factorization) combines LAMPAs system to identify and quantify the emission source, realize the source and cause analysis of particulate pollution, and provide basic data and technical support for precise control of regional air pollution, fine management of air quality and heavy pollution emergency response evaluation. Compared with traditional off-line method, FPI particulate source analysis system adopt sample homology technology, which has the advantage of short sampling time and high accuracy.
FPI applies PMF model (Probabilistic Matrix factorization) combines LAMPAs system to identify and quantify the emission source, realize the source and cause analysis of particulate pollution, and provide basic data and technical support for precise control of regional air pollution, fine management of air quality and heavy pollution emergency response evaluation. Compared with traditional off-line method, FPI particulate source analysis system adopt sample homology technology, which has the advantage of short sampling time and high accuracy.
The significance of this system is to protect human health. Particulate in the atmosphere can penetrate deep into the lungs and enter the body systematically, affecting the cardiovascular and other major organ systems and increasing risks of pre-mature mortality from heart attack, respiratory infections, and lung cancer.
Our solutions leverage PMF and LAMPAs for precise PM source identification and regional pollution control.
Ambient particulate source analysis system consists of three parts: instrument, online data, and source tracing.
Instrument Series:
Online Data:
All the initial data detected by the instrument will be stored in the big data management platform.
Source Tracing:
Based on online data, data analysis and component analysis will be carried out through chemical equations and algorithms to achieve the purpose of tracking the particles source.
Sample Homology: Equipped with a unified sampling system to ensure that the samples are homologous and improve the accuracy of the results.
Flexible Configuration: Flexible selection methods can be applied to various scenarios and meet different demands.
Supporting Application: According to the results of source tracing analysis, relevant reports are issued regularly to scientifically guide the precise control of air pollution and the fine management of air quality in a certain area.
Our methodical approach drives success
Assess PM composition and source contributions to identify pollution hotspots and data gaps.
Select XRF/carbon/ion/TOF-MS instruments based on regional PM profiles, integrating PMF modeling.
Deploy homology sampling systems in 4-6 weeks, with training on LAMPAs and big data platform.
Provide 24/7 remote diagnostics, algorithm updates, and 2-year warranty for 99% uptime.
FPI advances PM source analysis with LAMPAs and PMF for precise pollution attribution.
Additional metrics: 18+ years in PM analytics, 94% customer satisfaction, equipped 150+ source networks globally, homology tech for short-cycle analysis.