mardi 5 mars 2013

.......GOOD VIBRATIONS....…..from Rheo-Molding .....to Rheo-Fluidification........ to the Grain-Field Statistics

painting by Baptiste Ibar (2010) "Dual-Split"
http://www.baptisteibar.com



     My first attempts to influence the local structure of molded polymers with vibrational means were done in the basement of a MIT lab, way back in 1973, when I and a fellow student vibrated loud speakers (his) attached to a thin aluminum plate positioned on top of a heated plaque of polystyrene, while cooling those with dry ice. We blasted Pink-Floyd music as loud as we could hoping to modify the free volume content and distribution !  The plaque did look very different under polarized light. Yet, the idea was found ludicrous by my Ph-D supervisor who requested to stop such experiments.

But I was intrigued by the potential of the use of vibration in molding processing and refined my original idea a couple of years after I left MIT. I convinced  investors to build me a lab where I could design, build and test a vibratory compression molding machine I had in mind (I called it a “bb-machine” because it was designed to modify the amount of bb-grains in the glassy state-see later).  I worked for several years on small round specimens of polystyrene and polypropylene, 2 to 3 mm thick, submitting them to a pressure vibration history while cooling from a high molten temperature until they had solidified. The vibro-molded specimens were then cut into ASTM tensile bars and tested mechanically. I observed the important influence of vibration on mechanical properties, in particular a spectacular improvement in the stiffness and strength of the vibrated samples. These first results and concepts were published in a 1979 French patent letter, the first in a series of patents dedicated to the use of vibrational means during molding to modify properties of molded products. I called his new technology Rheomolding  to emphasize the particular importance of rheology on molding.  The main idea behind Rheomolding was the ability to raise at will the value of phase transitions by combining pressure and vibration, hence to provide means to “ Rheo-cool”, i.e. go beyond the limitations of cooling by conduction to produce super fast quench rates, regardless of sample thickness (see the Blog of September 14, 2012). I assumed that the large improvements in strength and stiffness observed for vibro-molded specimens were due to the fast Rheo-cooling rates, only achievable by combining true cooling rate and the effect of  a change of vibration frequency on the Tg or Tm of the polymeric melt. 

In a second phase of my research on the influence of vibrational means on molding, I designed and built several prototype machines capable of applying the vibrational pressure history to classical molding operations, such as injection molding and extrusion. This resulted in a new series of patent disclosures. The technology required that processors buy special equipment mounted on their existing extruders and injection molding machines, and be trained to know how to implement the resin specific vibrational parameters. One draw back of this new technology became apparent: any attempt to use vibration during molding without specific guidance to the correct frequency, amplitude of vibration and timing sequence, could potentially result in the degradation of the mechanical performance, not its improvement. Besides, on top of being rather difficult and expensive to install, the new technology did not raise the interest of resin manufacturers to the level expected, because, as one resin manufacturer put it:” once a customer has bought the proper equipment to be able to Rheomold my resin, what will prevent him from buying from my competitors?”.

Rheomoldingtm technology has become public property in Europe and throughout the world since September 2001.  

In 1994, I left the Company I had created to concentrate on the theoretical side of polymers. I worked for two years on perfecting the theoretical model I had developed at MIT in my Ph-D thesis and carried out simulation work of melt processing by computer, using C-Mold and working with the team of Prof. K.K. Wang at Cornell.  During that time, I also published a review of past work regarding manipulation of melt rheology by vibration, and a controversial paper questioning the validity of existing theories of polymer physics, especially with regard to spectroscopic and dielectric data (Do we Need a New Theory in Polymer Physics?).


Meanwhile, I continued to search for alternative ways to apply melt vibration to a melt without the inherent drawbacks attached to Rheomolding. In 1997, I was granted a new patent on vibrating gas inside (and outside) the mold cavity to produce a means to vibrate a melt during the filling stage of an injection molding process. This made vibration benefits available to the small processors, because of the small costs associated with the Vibration Gas Assisted Molding equipment (VIBROGAIMtm).

 About 10 years ago, in 1999 and 2001, I was granted two new patents related to an innovative technology of “disentanglement” of macromolecules to produce an ultimate control of viscosity of molten plastics prior to and/or during a molding operation. The technology (which I called EZ-Flow) was based on a new concept of entanglements derived from a generalization of the statistical model of conformers in collective interactions I had introduced in the lectures at Cornell. I had made a true breakthrough in inventing a new way to introduce the vibration of the melt without the need to have an external vibrator involved (although this was still a complementary option).  This was done through the insertion and the disposition of i-ribs (‘intelligent ribs) on the surfaces touching the melt as it passed through. I operated those i-ribs machines for several years, proving that I was right: it could decrease the melt viscosity of polymers and their blends by several orders of magnitude even preserve some of the viscosity reduction in pellets made up at the end of the treatment line.

The technology resulted in major benefits to plastic processors , especially to compounders who battled with viscosity issues as they increased the amount of additives (fibers, nanoparticles) in their masterbatches. The technology was very successful, yet the machines were big and expensive and limited to rather modest throughput rates, because the treatment efficiency depended on the residence time in the disentangling processor, a major drawback to address the high throughput rates of the commercial compounding lines (several tons per hour). Another breakthrough had to be made.

In 2007, I started an academic career, dedicating my time understanding what I thought were extraordinary results which the current theoretical models could not predict nor explain. My first task was to understand in depth the existing rheological models and question the meaning of the experiments I had conducted. This is why I studied with a lab dynamic rheometer  the effect of strain and how it differed or coupled with the effect of strain-rate (frequency). By focusing more and more on the way entanglements were mathematically described by the current models, I realized the limitations and shortcomings of their definition, especially under deformation conditions which brought the melt into the “non-linear” visco-elastic region, i.e. at higher strain.  

By the end of 2009 I had read and studied all the theses of the University of Pau which dealt with polymer flow and rheology. I also studied the relevant references. I was now totally convinced that the established models of entanglements were too simplistic and missed the fundamental understanding of the concept of chain components interactions.  I started to believe and suggest that a new theory of polymer physics had to be presented not only to account for the spectroscopy results discussed in my paper of 1997 (Brillouin scattering, RMA results, Low frequency Raman), but also to account for rheology in the non-linear region. 

I generalized the equations of the Dual-Phase statistics, which applied to a macro-coil system of conformers of size M <  Me and discovered  that it gave birth to another level of split, the two dual-phase statistics, which I coined the Cross-Dual-Phase Statistical model. The interesting result was that the cross-dual-phases would only hold stable if the interpenetrating macro-coils were of a size superior to a critical value Me. This provided a definition of Me as the critical system size for a split of the dual-phase to occur and remain stable, an entirely new concept. The network of entanglement resulted from the interpenetration of one of the two dual-phases into the other, defining a network of channeling boundaries perpetually in motion. Using that definition of the entanglement network, I was able, in 2011, to develop the rheological equations responsible for linear and non-linear effects such as shear-thinning, normal force and strain softening. The width of the rubbery plateau with molecular weight, as well as the very existence of the rubbery plateau itself, could also be understood  and derived from the same concepts. 

Finally, I showed in 2012 that the sacred-saint exponent 3.4  found empirically for the molecular weight dependence of the Newtonian viscosity, which had driven so much attention from the de Gennes school of reptation, was in fact ill-defined  since it did not represent the sole influence of the molecular weight alone, incorporating also a mix of free volume contribution. The real molecular weight dependence was characterized by an exponent 5.3, not 3.4, at constant free volume contribution.

All in all, it appeared that the new physics which gave birth to the new concept of entanglement network through the stability of the crossed-dual-phase, was better adapted to the description of the experimental results I had obtained combining the effect of shear-thinning and strain softening, which I had called “Rheo-Fluidification”.

The innovation really came from the new statistics of the conformers I created to describe the interplay between the inter and intra molecular interactions between the conformers. Initially, in my thesis, I had described the conformational state of the bonds by a series of circularly bounded chained kinetic equations,  the way it is used in chemistry in the case of multi-stage chemical reactions. But, a few years later, after dropping the assumption that local order could stabilize thermodynamically the systems of interactions, I introduced a dissipative term between two “splitted” kinetic equations that provided the rate dependence of the population of the conformers. The presence of the dissipative term coupled the (b/F) statistics with the conformational statistics (transßà gaucheßàcis). This became the Dual-Phase statistics (the two phases being the b and F “local” phases), also called the Dual-Split Kinetics, which described the properties of single macro-coils and of interpenetrated macro-coils for M  <  Me. 

The solution of the dual nature of the interactions between the conformers (which were covalently intra-molecularly bonded along the chain and inter-molecularly interacting with neighboring conformers) was therefore represented by the formation and the fluctuation of bb-grains surrounded by F-conformers. The grain structure of the b-conformers came about intuitively from the notion that they locally interacted, forming, at least temporarily, a cooperative unit. The cohesion of the melt resulted from the local fluctuation of the grain formation and dissolution, giving the appearance of the delocalization of the grain structure in space (this was not true, of course, below Tg). At first, I associated the fluctuation with the thermal motion, but  I recently understood, with the introduction of the Grain-Field Statistics, that this was not a trivial  issue at all that it was, in fact, the most important theoretical problem I had to address and understand (with ramifications in all branches of physics).

Consider a “normal statistics”: the energy level between two states is constant, say DEo , which defines an homogeneous field. I define a Granular-Field  a fluctuating field, for instance a series of DEo values and 0 values over dt time intervals. The Grain-Field parameters would be associated with the amplitude DEo and the frequency corresponding to dt. This field is not homogeneous, it is granular. The granular aspect, in time, of the field can be described via a Fourier transform into a series of sine waves, so the problem of studying the response generated by a granular field is, in fact, equivalent to studying a variable field such as DE= DEoi +DEa sin(wt+Q).  This is a fascinating research on its own, which I will publish separately.

What interests me, in this communication, is the impact of introducing a grain-field into the dual-split kinetic equations, especially to describe the interactions between two interpenetrating macro-coil systems, leading to their self-diffusion. As I said above, the stability of the Cross-Dual-Phase solution is the consequence of the existence of the Granular Field. The very existence of entanglements would be due to the granular aspect of the field defining the conformational statistics!

Also, to make a long story short, it can be shown that the local grain structure, giving rise to the localization or delocalization of the bb-grains, derives from the fluctuation of the conformational field.  The frequency of the local fluctuation of density (due to the (b/F) <---> (c,g,F) statistics) is not simply due to thermal fluctuations, it is correlated to the parameters of the Grain-Field.


The Pink-Flow technology originated from this new understanding of the interactions between the conformers (summarized as “entanglements”) which came about from the theoretical work I conducted , making granular the conformation field of the dual-split equations. This was 2010-2011. It now appears possible to determine a specific set of processing conditions which can modify “plastically” the network of phase-entanglement (versus “visco-elastically” in the 1st generation of disentanglement processors) so that the major drawbacks of the first generation of machines could be overcome.  The 2nd generation Rheo-Fluidification technology is compact and adapted to the high throughput rates of the industry. Its efficiency  no longer depends on the residence time in the Rheo-Fluidizer. Validation tests are the next phase.

The GOOD VIBRATIONS are still on.