(87a) Mechanistic Investigation of Preprocessing Specifications Impact on Flow Related Issues in Biomass Handling Systems Using Experiment and Discrete Particle Simulations
AIChE Annual Meeting
2024
2024 AIChE Annual Meeting
Particle Technology Forum
Particulate Systems: Dynamics and Modeling: Discrete/Continuum Models
Monday, October 28, 2024 - 8:00am to 8:30am
The flow behavior of particulate biomass materials is typically intermediate between solids and liquids. Individual particles and bulk biomass have complex viscoelastic deformation under stress. Under short-term low loading, the yield stress can withstand imposed stresses without any significant deformation up to a threshold value. Stresses above this threshold value causes permanent deformation in a complex fashion that involves localized elastic and plastic strains, arising from the discrete nature of the particles, and exhibits nonlinear flow response to the applied external forces. The threshold stress required for the onset of permanent deformation depends strongly upon the inter-particle friction and is very sensitive to the stress and deformation histories. Difficulties associated with the handling and feeding of biomass feedstocks are not originating only from the traditional rheological properties such as bulk density, moisture content, compressibility, cohesive and adhesive strengths, as it is also affected by the chemical composition of individual particles, internal microstructure, entrapped gases, and temperature. For example, while some anatomical fractions of loblolly pine (bark and needle) exhibited direct relation between the moisture content and the rheological properties, no influence was observed for other fractions (stem and whole). In addition, the impact of the moisture content on the rheological properties was only present for the smaller particle size of bark and needle. Moreover, same-size particles from different fractions showed different flowability. This demonstrates the inherent variability of the biomass feedstocks attributes and their impact on the final product quality. So, it is extremely important to thoroughly quantify the impact of different material attributes on the performance of different unit operations along the supply chain, to understand the interplay between them and assess the critical parameters.
Under dynamic loading conditions, the granular flow behavior can be classified into three different regimes, namely, 1) quasi-static shearing, 2) inertial, and 3) intermediate transitional flows. While the quasi-static shearing flow regime represents one extreme that occurs in dense and confined granular assemblies, the inertial flow is the opposite extreme that is typically encountered in the dilute limit where the granular particles are loose and interacting mainly through uncorrelated binary collisions. Theoretical formulation of elastoplastic solids and the kinetic theory of dense gases can be adequately applied to the two different regimes, respectively. On the other hand, the intermediate transitional flow regime is so far still poorly understood. Thus, numerical experiments are needed to complement theoretical prediction and aid in bridging the gap between the microscopic properties and the macroscopic behavior of granular materials. The present research explores the challenges associated with the poor granular flowability of biomass feedstocks in different materials handling and feeding unit operations along with validation efforts using experiment. This includes screw feeder, roll screen, hopper, and compressive screw pump systems. Applications of several Discrete Element Method (DEM) models are sought to quantify the flowability of granular biomass feedstocks (using mass throughput and specific energy consumption as benchmarking metrics) and study the impact of different comminution techniques and preprocessing specifications on the performance of handling systems under consideration. Specifically, following quality-by-design approach, different critical material attributes (particle size, particle size distribution, particle shape, and moisture content) and critical process parameters were investigated. Effects of factors such as particle properties, inter-particle interactions and interlocking, wall friction, and surface roughness on jamming phenomena and transitions between flow regimes are simulated. Simulation results shed light on the fundamental mechanisms leading to jamming events and help advance the modeling of flow-related issues in industrial applications. This will enable the development of mitigating strategies and innovative solutions for optimizing biomass handling systems, improving process efficiency, and promoting sustainable bioenergy production.