In this post, I want to introduce my doctorate research without assuming any engineering knowledge.
From Spring 2010 until the Autumn of 2013, I was a PhD candidate living in Vienna, Austria and working at the University of Natural Resources and Life Sciences. Before working in Vienna, I completed my Masters degree in Civil and Environmental Engineering at the University of Edinburgh.
Granular materials are a broad class of materials that are encountered everyday - salt, pills, breakfast cereal, sand, rice, soil, landslides are all granular materials. They are ubiquitous and occur in many different sizes and varieties.
Silos are a common type of container for storing granular materials. You pour the granular material in from the top, store it for a while, and then dispense the material in controlled quantities from the bottom.
My research focussed on quantifying how changes in gravity affected the material contained inside a silo, particularly whilst the silo was being emptied. This is pertinent because engineers and scientists do not yet have a scientific understanding of how granular materials behave. Whilst gravity clearly affects a granular materials, we cannot say exactly how.
This means we can’t use analytical methods to quantify the physics that occur in a real system. Instead we use empirical methods (approximations, guesses, rules-of-thumb, and knowledge of what worked in previous similar situations). This isn’t necessarily bad, but it is less efficient and less reliable than an analytical approach.
I built a small model silo (30cm tall) and put it into quite a large centrifuge (3 metre diameter). By rotating the model silo around the centre of the centrifuge at a constant speed I could simulate a higher gravity. I added high-speed cameras, pressure sensors and weighing scales so that I could measure how the material was moving once I opened the silo outlet and the silo began to empty. Photos of the experimental model I built can be seen below.
I also programmed a computer model (using the commercial PFC 3D software and working in the FISH scripting language) to simulate and investigate if the same behaviours could be observed numerically as physically.
The class of computer model I used is known as DEM (Discrete Element Modelling). These models work by considering every grain of material individually, usually as a sphere. If one sphere overlaps with another (i.e. the distance between the two particle centres is less than the sum of their radiuses) then a force proportional to the overlap size repels the two spheres away from each other. This simple approach is repeated over every grain or particle in the model, and produces life like behaviour in many situations. It has many advantages over “continuum” based techniques that model groups of grains as if they were all just one big particle with unusual properties. DEM has one massive limitation, though. It requires huge amounts of computational resources - and this limits its use in industrial scenarios outside. Until computers become much, much more powerful, DEM will only be used for theoretical research and niche applications.
When gravity increases by a factor of \(x\), both the discharge rate and local velocities within the silo increase by \(\sqrt(x)\) .
That’s good to know if you’re planning on storing stuff on the moon, but it’s also a useful step towards explaining exactly why bulk granular materials behave the way they do.
An overview of my research, my doctorate thesis and published papers can be downloaded below. PDFs containing 3D models and movies require flash to render, and Adobe Reader Desktop must be used in order to view them.
- PhD Thesis (2013)
- Modeling silo discharge in a centrifuge (Powder Technology)
- Experimental investigation of flow and segregation behaviour of bulk solids in silos under high gravity conditions (Particles 2013 conference proceedings)
- Centrifugal modelling of granular flows (Eurofuge conference proceedings)
- Overview of research (PhD defence, 2013)