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Critical Bursts in Filtration
Filippo Bianchi1, Marcel Thielmann2, Lucilla de Arcangelis3
1Computational Physics for Engineering Materials, Institute for Building Materials, ETH Zürich, 8093 Zurich, Switzerland.
Particle detachment bursts in filters exhibit power-law scaling and temporal correlations, akin to self-organized critical systems. Understanding these burst statistics can improve filter and petroleum industry efficiency.
Area of Science:
- Physics
- Chemical Engineering
- Complex Systems
Background:
- Particle detachment bursts impact deep bed filter efficiency.
- Statistical properties and temporal organization of these bursts are poorly understood.
- Relevant to industrial filtration and petroleum recovery.
Purpose of the Study:
- Investigate the statistical properties of particle detachment bursts.
- Analyze the temporal organization of these events.
- Explore potential self-organized criticality in this phenomenon.
Main Methods:
- Experiments using suspensions of quartz particles in deionized water.
- Flow through a glass bead filter driven by a peristaltic pump.
- Simultaneous measurement of pressure drop, flux, and suspension solid fraction.
Main Results:
- Burst size distribution follows a power law.
- Evidence suggests a self-organized critical system.
- Temporal correlations and an analog to Omori's law were observed.
Conclusions:
- Particle detachment bursts display characteristics of self-organized criticality.
- Findings offer insights into filter performance and petroleum extraction.
- Understanding burst statistics is crucial for industrial applications.
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