Air Classification of Fly Ash for ASTM Compliance

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Solution Overview

Problem

Fly ash with high carbon content and low reactivity does not meet ASTM or EN specifications for use as a partial replacement for Portland cement in concrete, limiting its usability in construction applications.

Innovation Solution

The method involves classifying initial fly ash using air classifiers to produce separate fine and coarse fly ash streams, adjusting their particle size distribution to achieve conforming carbon content and reactivity indices, and blending these fractions with hydraulic cement and other supplementary cementitious materials to create customized cementitious binder blends that meet specifications.

Engineering Contradictions & Design Principles

VSEngineering Contradiction Analysis

1Manufacturing precision

If fly ash is used directly without beneficiation, then it can be used as is, but it does not meet ASTM or EN specifications for use as a partial replacement for Portland cement in concrete due to high carbon content and low reactivity

Engineering Contradiction:
Improveconformance to ASTM/EN specificationsVSAvoidbeneficiation process complexity
Core Design Contradiction:
Manufacturing precisionVSDevice complexity

Solution Approach 1:

The fly ash is divided into multiple size fractions using air classification, separating particles into different size ranges (e.g., fine fraction with D90 < 20 μm and coarse fraction with D90 > 45 μm). This segmentation allows selective use of fractions that meet specification requirements while discarding or separately handling non-conforming fractions.

Inventive Principle:
Principle #1Segmentation

Solution Approach 2:

The air classification process changes the particle size distribution parameter of the fly ash. By adjusting classification settings and collecting specific size ranges, the beneficiated fly ash achieves particle size distributions that correlate with improved reactivity index and reduced carbon content, thereby meeting ASTM/EN specifications.

Inventive Principle:
Principle #35Parameter changes

2Reliability

If fly ash with high carbon content is used, then material availability is maintained, but the reactivity index is too low to meet cement replacement requirements

Engineering Contradiction:
Improvereactivity indexVSAvoidcarbon content
Core Design Contradiction:
ReliabilityVSQuantity of substance

Solution Approach 1:

The air classification process extracts and removes coarser particles that contain higher carbon content and lower reactivity. By separating these particles into a coarse fraction that can be discarded or used separately, the remaining fine fraction has reduced carbon content and enhanced reactivity index, meeting cement replacement specifications.

Inventive Principle:
Principle #2Taking out (Extraction)

Solution Approach 2:

The air classification process converts the harmful effect of high carbon content and low reactivity into a benefit by separating and removing the problematic coarse, high-carbon particles. The fine fraction that remains has improved reactivity and reduced carbon content, transforming non-conforming material into specification-compliant cement replacement material.

Inventive Principle:
Principle #22Blessing in disguise (Convert harm into benefit)

3Manufacturing precision

If the particle size distribution of fly ash is not adjusted, then processing is simpler, but the reactivity and carbon content do not meet conforming standards

Engineering Contradiction:
Improveparticle size distribution controlVSAvoidprocessing efficiency
Core Design Contradiction:
Manufacturing precisionVSProductivity

Solution Approach 1:

Air classification is performed as a preliminary processing step before the fly ash is used in concrete applications. This preliminary action of classifying and sorting particles by size ensures that the fly ash meets specification requirements for reactivity index and carbon content before being incorporated into cement blends, preventing downstream quality issues.

Inventive Principle:
Principle #10Preliminary action

Solution Approach 2:

Traditional mechanical classification methods (such as sieving) are replaced with air classification, which uses aerodynamic principles to separate particles by size. This substitution provides more precise particle size distribution control while maintaining processing efficiency, as air classification can achieve finer separation without the mechanical contact and potential contamination associated with sieving.

Inventive Principle:
Principle #28Mechanics substitution (Replace mechanical system)

Applied Scientific Principles

This section explains which scientific principles are used to turn an abstract innovation direction into a practical engineering solution.

Function Achieved in This Case

This process transforms non-conforming fly ash into a usable form with improved reactivity and reduced carbon content, enabling its effective incorporation into concrete, enhancing durability, strength, and environmental sustainability.

Implementation Method 1

classifying the initial fly ash using one or more air classifiers to produce at least two separate fly ash streams

Methodology Applied
Scientific EffectAir classification: Cyclone Separation

Data Source

PatentUS10968137B1Process for beneficiating fly ash, beneficiated fly ash, and cementitious compositions containing beneficiated fly ash
Publication Date: 2021.04.06 ROMAN CEMENT LLC
  • US10968137B1 patent drawing
  • US10968137B1 patent drawing
  • US10968137B1 patent drawing

AI summary

A non-conforming fly ash is converted into conforming fly ash by: (1) obtaining an initial fly ash with at least one non-conforming characteristic selected from excess carbon or low reactivity index as defined by ASTM C-618 and having a D10, D50 and D90; (2) classifying the initial fly ash using one or more air classifiers to produce at least two separate fly ash streams, including fine fly ash and coarse fly ash; and (3) collecting the fine fly ash and the coarse fly ash, (4) the fine fly ash having a D90 approximately equal to or less than the D50 of the initial fly ash and a conforming carbon content and a conforming reactivity index as defined by ASTM C-618.