37 research outputs found

    Gradient estimates for a nonlinear parabolic equation on smooth metric measure spaces with evolving metrics and potentials

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    This article presents new parabolic and elliptic type gradient estimates for positive smooth solutions to a nonlinear parabolic equation involving the Witten Laplacian in the context of smooth metric measure spaces. The metric and potential here are time dependent and evolve under a super Perelman-Ricci flow. The estimates are derived under natural lower bounds on the associated generalised Bakry-\'Emery Ricci curvature tensors and are utilised in establishing fairly general local and global bounds, Harnack-type inequalities and Liouville-type global constancy theorems to mention a few. Other implications and consequences of the results are also discussed.Comment: 41 page

    Nonlinear System Identification of Laboratory Heat Exchanger Using Artificial Neural Network Model

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    This paper addresses the nonlinear identification of liquid saturated steam heat exchanger (LSSHE) using artificial neural network model. Heat exchanger is a highly nonlinear and non-minimum phase process and often its working conditions are variable. Experimental data obtained from fluid outlet temperature measurement in laboratory environment is used as the output variable and the rate of change of fluid flow into the system as input too. The results of identification using neural network and conventional nonlinear models are compared together. The simulation results show that neural network model is more accurate and faster in comparison with conventional nonlinear models for a time series data because of the independence of the model assignment.DOI:http://dx.doi.org/10.11591/ijece.v3i1.195

    On Multiple Solutions to a Family of Nonlinear Elliptic Systems in Divergence Form Coupled with an Incompressibility Constraint

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    The aim of this paper is to prove the existence of multiple solutions for a family of nonlinear elliptic systems in divergence form coupled with a pointwise gradient constraint: \begin{align*} \left\{ \begin{array}{ll} \dive\{\A(|x|,|u|^2,|\nabla u|^2) \nabla u\} + \B(|x|,|u|^2,|\nabla u|^2) u = \dive \{ \mcP(x) [{\rm cof}\,\nabla u] \} \quad &\text{ in} \ \Omega , \\ \text{det}\, \nabla u = 1 \ &\text{ in} \ \Omega , \\ u =\varphi \ &\text{ on} \ \partial \Omega, \end{array} \right. \end{align*} where ΩRn\Omega \subset \mathbb{R}^n (n2n \ge 2) is a bounded domain, u=(u1,,un)u=(u_1, \dots, u_n) is a vector-map and φ\varphi is a prescribed boundary condition. Moreover P\mathscr{P} is a hydrostatic pressure associated with the constraint detu1\det \nabla u \equiv 1 and \A = \A(|x|,|u|^2,|\nabla u|^2), \B = \B(|x|,|u|^2,|\nabla u|^2) are sufficiently regular scalar-valued functions satisfying suitable growths at infinity. The system arises in diverse areas, e.g., in continuum mechanics and nonlinear elasticity, as well as geometric function theory to name a few and a clear understanding of the form and structure of the solutions set is of great significance. The geometric type of solutions constructed here draws upon intimate links with the Lie group SO(n){\bf SO}(n), its Lie exponential and the multi-dimensional curl operator acting on certain vector fields. Most notably a discriminant type quantity \Delta=\Delta(\A,\B), prompting from the PDE, will be shown to have a decisive role on the structure and multiplicity of these solutions.Comment: 24 page

    Gradient estimates for a nonlinear parabolic equation on smooth metric measure spaces with evolving metrics and potentials

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    This article presents new parabolic and elliptic type gradient estimates for positive smooth solutions to a nonlinear parabolic equation involving the Witten Laplacian in the context of smooth metric measure spaces. The metric and potential here are time dependent and evolve under a super Perelman-Ricci flow. The estimates are derived under natural lower bounds on the associated generalised Bakry-\'Emery Ricci curvature tensors and are utilised in establishing fairly general local and global bounds, Harnack-type inequalities and Liouville-type global constancy theorems to mention a few. Other implications and consequences of the results are also discussed

    On multiple solutions to a family of nonlinear elliptic systems in divergence form coupled with an incompressibility constraint

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    The aim of this paper is to prove the existence of multiple solutions for a family of nonlinear elliptic systems in divergence form coupled with a pointwise gradient constraint: \begin{align*} \left\{ \begin{array}{ll} \dive\{\A(|x|,|u|^2,|\nabla u|^2) \nabla u\} + \B(|x|,|u|^2,|\nabla u|^2) u = \dive \{ \mcP(x) [{\rm cof}\,\nabla u] \} \quad &\text{ in} \ \Omega , \\ \text{det}\, \nabla u = 1 \ &\text{ in} \ \Omega , \\ u =\varphi \ &\text{ on} \ \partial \Omega, \end{array} \right. \end{align*} where ΩRn\Omega \subset \mathbb{R}^n (n2n \ge 2) is a bounded domain, u=(u1,,un)u=(u_1, \dots, u_n) is a vector-map and φ\varphi is a prescribed boundary condition. Moreover P\mathscr{P} is a hydrostatic pressure associated with the constraint detu1\det \nabla u \equiv 1 and \A = \A(|x|,|u|^2,|\nabla u|^2), \B = \B(|x|,|u|^2,|\nabla u|^2) are sufficiently regular scalar-valued functions satisfying suitable growths at infinity. The system arises in diverse areas, e.g., in continuum mechanics and nonlinear elasticity, as well as geometric function theory to name a few and a clear understanding of the form and structure of the solutions set is of great significance. The geometric type of solutions constructed here draws upon intimate links with the Lie group SO(n){\bf SO}(n), its Lie exponential and the multi-dimensional curl operator acting on certain vector fields. Most notably a discriminant type quantity \Delta=\Delta(\A,\B), prompting from the PDE, will be shown to have a decisive role on the structure and multiplicity of these solutions

    Effect of the simultaneous curing and foaming kinetics on the morphology development of polyisoprene closed cell foams

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    Pianki o zamkniętych komórkach oparte na kauczuku poliizoprenowym (IR) wytworzono przez formowanie tłoczne z zastosowaniem azodikarbonamidu (ADC), jako chemicznego poroforu. Zbadano wpływ temperatury przetwarzania na rozkład ADC oraz na wulkanizację IR z użyciem ADC i bez ADC, w celu określenia wpływu tego parametru na końcową morfologię pianki i właściwości mechaniczne. Badanie kinetyczne wykazało, że do interpretacji danych eksperymentalnych odpowiedni jest model autokatalityczny. Stwierdzono, że energia aktywacji rozkładu ADC (Ea = 181,8 kJ/mol) jest znacznie wyższa niż wulkanizacji IR bez ADC (Ea = 79,6 kJ/mol) lub z ADC (Ea = 72,3 kJ/mol) Wynika z tego, że wraz ze wzrostem temperatury, szybkość rozkładu ADC wzrasta bardziej niż szybkość wulkanizacji kauczuku, więc należy przeprowadzić optymalizację procesu. Zwiększenie temperatury ze 140 do 150°C zmniejszyło średni rozmiar komórek z 355 do 290 μm, zwiększając jednocześnie gęstość komórek z 73 do 118 komórek/mm3. Dalszy wzrost temperatury doprowadził jednak, ze względu na równowagę pomiędzy koalescencją komórek a sieciowaniem, do zwiększenia rozmiaru komórek oraz niższej gęstości komórek. Dla zoptymalizowanej temperatury (150°C) pianki miały najwyższy moduł sprężystości przy ściskaniu oraz twardość.Closed cell foams based on polyisoprene rubber (IR) were produced via compression molding using azodicarbonamide (ADC) as a chemical blowing agent. The effect of processing temperature on ADC decomposition, as well as IR curing with and without ADC were studied to determine the effect of this parameter on the final foam morphology and mechanical properties. The kinetic study showed that the autocatalytic model is appropriate to represent the experimental data. The activation energy for ADC decomposition (Ea = 181.8 kJ/mol) was found to be much higher than for IR curing without (Ea = 79.6 kJ/mol) or with (Ea = 72.3 kJ/mol) ADC. This indicates that with increasing temperature the rate of ADC decomposition accelerates faster than rubber vulcanization, so an optimization must be performed. For example, increasing the temperature from 140 to 150°C decreased the average cell size from 355 to 290 μm while increased the cell density from 73 to 118 cell/mm3. But further temperature increase led to larger cell size and lower cell density because of a balance between cell coalescence and crosslinking. For the optimized temperature (150°C), the foams had the highest modulus of elasticity and hardness
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