Benchmarking of lamina failure tests from WWFE-I and WWFE-II with a three parameter micromechanics based matrix failure theory

Size: px
Start display at page:

Download "Benchmarking of lamina failure tests from WWFE-I and WWFE-II with a three parameter micromechanics based matrix failure theory"

Transcription

1 International Conference on Future Technologies for Wind Energy October 07-09, 03, Laraie, Wyoing, USA Bencharking of laina failure tests fro WWFE-I and WWFE-II with a three paraeter icroechanics based atrix failure theory Kedar A. Malusare*, Ray S. Fertig III** *Graduate Student, Mechanical Engineering, University of Wyoing, kalusar@uwyo.edu **Assistant Professor, Mechanical Engineering, University of Wyoing, rfertig@uwyo.edu Abstract The use of fiber reinforced coposites in the wind energy industry is growing rapidly. Owing to their increasing iportance, it is critical to develop tools to accurately predict their coplex behavior under different loading conditions. However, their heterogeneous icrostructure and inherent anisotropy ake failure prediction very difficult. Two well-known coposite failure bencharks, World-Wide Failure Exercise I (WWFE-I) and World-Wide Failure Exercise II (WWFE-II) copared leading failure theories fro around the world with one another and with actual test results. This paper presents a three-paraeter icroechanics-based coposite failure theory which uses constituent-level stresses to predict atrix-doinated coposite failure. A representative volue eleent (RVE) of the icrostructure is used to extract constituent stresses for use with the failure theory. The erit of the failure theory lies in its siplistic calibration which requires just three paraeters that can be obtained fro three standard coposite failure tests (transverse tension, transverse copression and in-plane shear). This theory is bencharked against laina failure test data fro WWFE-I and WWFE-II and copared with the failure theories that perfored coparatively well in WWFE-I and WWFE-II. Our results show that for ost of the test cases the predictions of the theory were in close agreeent with the test data. Key Words: Coposite aterials, failure odeling, bencharking, WWFE-I, WWFE-II Introduction Modern coposite aterials constitute a significant portion of engineered aterials arket ranging fro everyday products to sophisticated niche applications []. Unlike conventional hoogeneous aterials like etals, the properties of coposite aterials can be tailored to eet the structural deands of the end product, which results in significant weight and cost savings. One of the sectors where fibrous coposites are a lucrative choice of aterials is the wind energy sector. It is iportant to increase renewable energy production, particularly wind energy generation, to achieve the goal of reducing our dependency on fossil fuels. This can be realized by installing and expanding any on-shore and off-shore wind fars built with large and extralarge wind turbines. The durability and longevity of a wind turbine can be enhanced if the wind blade aterials have high stiffness and strength, and fatigue and environental resistance. Fibrous coposites have been utilized extensively in wind turbines because they offer all the above advantages. Wind turbine blades are exposed to a variety of coplex external loads originating fro wind, gravity and other natural eleents. In order to ensure durability of the turbine blade, reliable failure theories are needed that can predict failure of the blade aterials. The approach in this paper is to use ultiscale odeling to predict constituent-level failure. The focus of this work will be on bencharking an existing atrix failure criterion, coparing it with soe of the leading failure theories, and suggesting areas for enhanceent.

2 International Conference on Future Technologies for Wind Energy October 07-09, 03, Laraie, Wyoing, USA Failure Modeling The Maxiu Distortional Energy, or von Mises, criterion is the ost widely used criterion for predicting yielding in isotropic etals []. Coposite aterials, unlike etals, are anisotropic aking failure prediction a coplicated echanis. For coposite aterials, failure criteria can be broadly categorized into three groups: liit criteria, interactive criteria, and separate ode criteria [3]. The failure theories falling under liit criteria (e.g. axiu stress) predict failure load by coparing laina level stresses (, and ) with corresponding strengths separately. They do not consider interaction aong the different stresses and consequently give the ost conservative results. The interactive failure theories (e.g Tsai-Wu [4] and Tsai Hill) predict failure load using a quadratic or higher order polynoial equation which involves all the stress coponents. The onset of failure is assued when this equation is satisfied. Separate ode criteria are failure theories that have separate atrix failure criterion and fiber failure criterion. Failure load is predicted by equations which depend on either one or ore stress coponents. Hashin [5], Christensen [6] and Puck [7] failure criterion are soe of the exaples of separate ode failure criteria. Failure theories ay also be classified as eso-echanical or icroechanical depending upon the kind of stresses used to predict failure. Meso-echanical failure theories use laina level stresses to predict failure of a laina, whereas icro-echanical failure theories eploy constituent level stresses to predict failure of a constituent of a laina. To copare the different failure theories and assess the aturity of different coposite failure criteria, Soden, Kaddour and Hinton organized the World Wide Failure Exercises [8] [9]. These coposite failure bencharks contain detailed assessents of different theories and their approaches for predicting the failure response of polyer coposite lainates under coplex states of stress. The different failure theories were bencharked against carefully selected test cases after which they were assessed qualitatively. Puck [7], Zinoview [8], Tsai [9] and Bogetti [0] were ranked highest [] in the first World Wide Failure Exercise (WWFE-I) and Carrere [], Pinho [3], Cuntze [4] and Puck [5] were ranked highest [6] in the second World Wide Failure Exercise (WWFE-II) for their predictions and descriptions of failure echanics in coposite aterials. One ajor drawback that is evident in all these theories is the use of a substantially large nuber of input paraeters (fro 50-75) and thus difficult in calibrating the. The icroechanical atrix failure theory used in this paper requires three paraeters, which all have physical eaning, and utilizes volue-average constituent level stresses to predict failure of a constituent (atrix or fiber here) and thereby of the coposite. The erit of the failure theory lies in its siplistic calibration which is required to obtain the three paraeters required to predict failure load under any coposite state of stress. The atrix failure theory is outlined below [7] B t I t 0 B si s BsI s I h () where B,, t Bs Bs represent the coefficients of the stress invariants; I t, Is, Is, Ih represent the invariants of atrix stress tensor, represents the shear strength of the atrix, 0 and represents pressure strengthening due to copressive loading (~ 0.35) [8].

3 International Conference on Future Technologies for Wind Energy October 07-09, 03, Laraie, Wyoing, USA 3 The values of B i are deterined fro three coposite static failure tests: transverse tension, transverse copression, and in-plane shear, all of which involve failure of the atrix constituent. The invariants are coputed fro the volue average atrix stresses as follows I t I I s s () (3) (4) 4 (5) I h 33 where I t corresponds to the axiu tensile stress noral to the fiber, I s is related to the inplane shear, I s is related to the transverse shear, and I h represents the pressure on the axiu transverse shear. The fiber failure criterion is outlined below S f f or f S f (6) where fiber. f S is the longitudinal tensile strength of the fiber and f S copressive strength of the The constituent level stresses were extracted fro a Representative Volue Eleent (RVE) of an idealized icrostructure of a hexagonally packed fiber reinforced coposite, shown in Fig.. The RVE has periodic boundary conditions enforced on all its sides and was subjected to six types of loads,,,,,, which generated stresses in the fiber and the atrix regions. After extracting stresses fro the fiber and the atrix regions, volue average constituent stresses were coputed. There exists a apping between the coposite and constituent stresses, which can be used to copute constituent level stresses for any type of coposite load state. This apping can be coputed as shown below [9] Figure : The RVE with hexagonal fiber packing L f i c L f i i and L i (7) c L

4 International Conference on Future Technologies for Wind Energy October 07-09, 03, Laraie, Wyoing, USA 4 where, the subscript L denotes the load case, i denotes the six coponents of the stress vector, f denotes the fiber, denotes the atrix and c denotes the coposite. For exaple the apping functions for atrix constituent under a pure coposite load state are i c i (8) Thus for any coposite load state, the stress i in a constituent a is given by a i 6 L L a i c j (9) Results The focus of this work is to use the Fertig failure theory to predict failure of coposites and benchark it against laina failure test data [0][] fro well know coposite failure bencharks World Wide Failure Exercise-I (WWFE-I) and World Wide Failure Exercise-II (WWFE-II). The failure exercises contain in total twenty-six carefully selected test cases which include strength envelopes and stress-strain curves for a range of unidirectional and ultidirectional lainates. This failure theory is bencharked against seven strength envelopes for unidirectional lainae. These are ideal for evaluating failure criteria, whereas lainate level tests are appropriate for evaluating the cobination of failure criteria with progressive daage ethodology. The details of the test cases are included in Table. The results obtained were copared with leading theories fro WWFE-I and WWFE-II discussed above. Table Test Laina Material Loading case layup 0 E-glass/LY556 epoxy vs. 0 T300/BSL94C carbon/epoxy vs. 3 0 E-glass/MY750 epoxy vs. 4 0 T300/PR39 vs. ( ) E-glass/MY750 epoxy vs. 3 ( 3) 6 0 S-glass/epoxy vs. 3 ( 3) 7 0 Carbon/epoxy vs. 3 ( 3) The bencharking of the theory and its coparison with the leading failure theories is shown below. Test case : GRP laina under cobined transverse noral and shear loading The failure envelopes predicted by the Fertig failure theory for case are shown in Fig.. Figure (a) shows the failure envelope when the UD values provided by the WWFE-I authors were used as odel inputs. Figure (b) shows the failure envelope obtained when different UD values were

5 International Conference on Future Technologies for Wind Energy October 07-09, 03, Laraie, Wyoing, USA 5 used as inputs to the odel which yielded slightly better results. In both the cases (a) and (b), the theory fits the shape of the test data very well especially in the (, ) quadrant. In case (a), Fertig failure theory is conservative, especially in the (, ) quadrant. By choosing a different transverse copressive strength than the one given by the originators of the exercise, the theory predicts a failure envelope which is a little less conservative. Test case : GRP laina under cobined longitudinal and shear loading The failure envelopes predicted by the Fertig failure theory for test case are shown in Fig. 3. It can be seen that the theory captures the general shape of the experients very well except in the high-shear region. It is known that aterial inhoogeneity in a coposite gives rise to stress and strain fluctuations in the constituents. We have already shown that the volue average atrix stresses do not capture these stress/strain fluctuations in the constituents of the coposite aterial and thus all the strain energy of a constituent is not accounted for []. The bulk of this issing energy (about 30%) is due to fluctuations in the atrix constituent when the coposite is a under shear state of stress. Because our failure theory uses volue average constituent level stresses to predict failure of the constituents of the coposite aterial, the atrix failure in this high shear region is not captured well since the issing strain energy in the atrix constituent is ignored. The atrix failure theory needs to be augented with this issing energy to iprove the predictions for this test case.

6 International Conference on Future Technologies for Wind Energy October 07-09, 03, Laraie, Wyoing, USA 6 Test case 3: CFRP laina under cobined noral and longitudinal loading The failure predictions of our failure theory and a odified failure theory are shown in Fig. 4. Figure 4(a) shows the failure envelope obtained using the original Fertig failure theory. It can be seen that like ost of leading theories, the Fertig failure theory is very conservative in the, quadrant. Figure 4(b) shows the failure predictions of a odified Fertig failure theory which captures the shape of the experients better than any of the leading failure theories in WWFE-I. This odified approach first requires the calculation of the atrix stress concentration factor in an ideal icrostructure at the point of critical atrix failure under transverse tension. Figure 5 shows the fluctuations in the axiu principal atrix stress when the RVE with hexagonal fiber packing was subjected to transverse failure load.

7 International Conference on Future Technologies for Wind Energy October 07-09, 03, Laraie, Wyoing, USA 7 The atrix stress concentration factor ( ) can be coputed using the axiu and noinal (or volue average) stresses as follows (0) ax no where is the atrix stress concentration factor ax and are axiu principal and noinal atrix stresses respectively no The odified atrix failure criteria is as follows ax principal St VM or S VM () where ax principal is the axiu principal atrix stress VMl is the Von Mises stress in the atrix S is the transverse tensile strength of the atrix t S is the Von Mises strength of the atrix VM and is the atrix stress concentration factor The fiber failure criterion reains unchanged. In test case 3, it was observed that after the point of critical failure, the atrix failure was due to large principal stresses in the fiber direction. After this point even though the atrix was failing, the fiber could hold the coposite together but it now it was carrying a larger load. To calculate the resultant fiber stresses after atrix failure, the atrix properties were degraded as follows E 5% E () new new original 0.0% (3) original where new E and new and E original are the new and original Elastic oduli of the atrix respectively and original are the new and original poisons ratio of the atrix respectively. The new resultant fiber stresses were coputed fro the RVE with hexagonal fiber packing using the procedure discussed in the second section (Failure Modeling). The original fiber failure criterion and new fiber stresses were then used to copute failure load which represents catastrophic coposite failure. The odified approach was used to predict failure load in the (, ) and (, ) quadrants while the original Fertig failure theory was used in the reaining two quadrants. Test case 4: Cobined hydrostatic and shear loading The failure envelopes predicted by the Fertig failure theory for test case 4 are shown in Fig. 6. Figure 6(a) shows the failure envelope when the UD values provided by the authors were used as odel inputs and and Fig. 6(b) shows the failure envelope when different UD values were

8 International Conference on Future Technologies for Wind Energy October 07-09, 03, Laraie, Wyoing, USA 8 used as inputs to the odel and35. In both the cases (a) and (b), the theory fits the shape of the test data very well. When the shear strength of the 0 tubes is used as one of the odel inputs, the theory captures the test data of the 0 very well. When the UD values provided by the originators of the exercise are used, the pressure strengthening ter has to be reduced to 0. fro 0.35 to capture the failure of 90 tubes. Test case 5-7: The failure envelopes predicted by the Fertig failure theory for test cases 5-7, which are oitted for space, are very siilar to the other theories that have been copared. The exception is when the priary ode of failure is fiber kinking, where only two theories have been shown to be accurate, but require extensive calibration. Conclusions The failure envelopes fro the Fertig failure theory were copared with the laina failure test data fro WWFE-I and WWFE-II. It was concluded for ost of the test cases, the predictions of the theory were in close agreeent with the test data. The predictions of the theory were also siilar to the leading failure theories fro the WWFE exercises. However, the leading theories fro WWFE-I and WWFE-II require substantially ore input paraeters, which akes calibration very difficult. The erit of Fertig failure theory lies in its siplistic calibration, which requires just three paraeters that can be obtained fro three standard coposite failure tests (transverse tension, transverse copression and in-plane shear). The odified Fertig failure theory, which is a two paraeter theory, perfored better than any of the leading failure theories in predicting the strength of the coposite under cobined transverse and longitudinal loads (Test case 3). Under cobined longitudinal and shear loading (Test case ), the Fertig failure theory did not predict the failure loads when the coposite was under high-shear and lowlongitudinal stresses. It has already been shown that the volue average atrix stresses do not

9 International Conference on Future Technologies for Wind Energy October 07-09, 03, Laraie, Wyoing, USA 9 capture the stress/strain fluctuations in the constituents of the coposite aterial and thus all the strain energy of a constituent is not accounted for especially under shear loading. Moreover, for coonly used fiber volue fractions, alost all of the strain energy is due to the fluctuations in the atrix constituent. Consequently, only the atrix failure needs to be augented with this issing energy to iprove on the predictions for the particular test case. [] Jones, Robert M, vol.. London: Taylor & Francis, 975. [] Gibson, Ronald F, Principles of coposite aterial echanics, vol. Vol. 8. CRC press, 0. [3] I. Daniel, Failure of coposite aterials, Strain, vol. 43, no., pp. 4, 007. [4] S. W. Tsai and E. M. Wu, A general theory of strength for anisotropic aterials, Journal of coposite aterials, vol. 5, no., pp , 97. [5] Z. Hashin and A. Rote, A fatigue failure criterion for fiber reinforced aterials, Journal of coposite aterials, vol. 7, no. 4, pp , 973. [6] R. Christensen, Stress based yield/failure criteria for fiber coposites, International journal of solids and structures, vol. 34, no. 5, pp , 997. [7] A. Puck and H. Schürann, Failure analysis of FRP lainates by eans of physically based phenoenological odels, Coposites Science and Technology, vol. 58, no. 7, pp , 998. [8] P. A. Zinoviev, S. V. Grigoriev, O. V. Lebedeva, and L. P. Tairova, The strength of ultilayered coposites under a plane-stress state, Coposites science and technology, vol. 58, no. 7, pp. 09 3, 998. [9] K.-S. Liu and S. W. Tsai, A progressive quadratic failure criterion for a lainate, Coposites Science and Technology, vol. 58, no. 7, pp , 998. [0] T. A. Bogetti, C. P. Hoppel, V. M. Harik, J. F. Newill, and B. P. Burns, Predicting the nonlinear response and progressive failure of coposite lainates, Coposites science and technology, vol. 64, no. 3, pp , 004. [] M. J. Hinton, A. S. Kaddour, and P. D. Soden, A coparison of the predictive capabilities of current failure theories for coposite lainates, judged against experiental evidence, Copos. Sci. Technol., vol. 6, no. 3, pp , 00. [] N. Carrere, F. Laurin, and J. Maire, Microechanical-based hybrid esoscopic 3D approach for non-linear progressive failure analysis of coposite structures, Journal of Coposite Materials, vol. 46, no. 9 0, pp , 0. [3] S. Pinho, R. Darvizeh, P. Robinson, C. Schuecker, and P. Caanho, Material and structural response of polyer-atrix fibre-reinforced coposites, Journal of Coposite Materials, vol. 46, no. 9 0, pp , 0. [4] R. Cuntze and A. Freund, The predictive capability of failure ode concept-based strength criteria for ultidirectional lainates, Coposites Science and Technology, vol. 64, no. 3, pp , 004. [5] H. M. Deuschle and A. Puck, Application of the Puck failure theory for fibrereinforced coposites under three-diensional stress: Coparison with experiental results, Journal of Coposite Materials, vol. 47, no. 6 7, pp , 03. [6] A. Kaddour and M. Hinton, Maturity of 3D failure criteria for fibre-reinforced coposites: Coparison between theories and experients: Part B of WWFE-II, Journal of Coposite Materials, vol. 47, no. 6 7, pp , 03.

10 International Conference on Future Technologies for Wind Energy October 07-09, 03, Laraie, Wyoing, USA 0 [7] Ray S. Fertig, III, Bridging the gap between physics and large-scale structural analysis: a novel ethod for fatigue life prediction of coposites.. [Accessed: 04- Sep-0]. [8] C. P. Hoppel, T. A. Bogetti, and J. W. Gillespie, Literature Review-Effects of hydrostatic pressure on the echanical behavior of coposite aterials, Journal of Theroplastic Coposite Materials, vol. 8, no. 4, pp , 995. [9] Ray S. Fertig, III, A Coputationally Efficient Method For Multiscale Modeling Of Coposite Materials: Extending Multicontinuu Theory To Coplex 3d Coposites. [0] P. D. Soden, M. J. Hinton, and A. S. Kaddour, Biaxial test results for strength and deforation of a range of E-glass and carbon fibre reinforced coposite lainates: failure exercise benchark data, Coposites Science and Technology, vol. 6, no. 3, pp , Sep. 00. [] M. J. Hinton and A. S. Kaddour, Triaxial test results for fibre-reinforced coposites: The Second World-Wide Failure Exercise benchark data, Journal of Coposite Materials, Sep. 0. [] Kedar A. Malusare and Ray S. Fertig III, On the Use of Volue Average Constituent Stresses for Predicting Failure in Coposites, presented at the 54th AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynaics, and Materials Conference, Boston, Massachusetts, 03.

The members of the Committee approve the thesis of Kedar A. Malusare presented on 3/13/2014.

The members of the Committee approve the thesis of Kedar A. Malusare presented on 3/13/2014. To the University of Wyoing: The ebers of the Coittee approve the thesis of Kedar A. Malusare presented on 3/13/014. Dr. Ray S. Fertig, Chairperson Dr. Victor E. Ginting, External Departent Meber Dr. Mark.

More information

DIRECT NUMERICAL SIMULATION OF DAMAGE PROGRESSION IN LAMINATED COMPOSITE PLATES USING MULTI-SCALE MODELLING

DIRECT NUMERICAL SIMULATION OF DAMAGE PROGRESSION IN LAMINATED COMPOSITE PLATES USING MULTI-SCALE MODELLING DIRECT NUMERICAL SIMULATION OF DAMAGE PROGRESSION IN LAMINATED COMPOSITE PLATES USING MULTI-SCALE MODELLING DIRECT NUMERICAL SIMULATION OF DAMAGE PROGRESSION IN LAMINATED COMPOSITE PLATES USING MULTI-SCALE

More information

EFFECT OF SHEAR STRESS ON FATIGUE LIFE OF COMPOSITE LAMINATES

EFFECT OF SHEAR STRESS ON FATIGUE LIFE OF COMPOSITE LAMINATES 18 TH INTERNATIONAL CONFERENCE ON COMPOSITE MATERIALS Abstract EFFECT OF SHEAR STRESS ON FATIGUE LIFE OF COMPOSITE LAMINATES G. Mustafa 1 *, S.K. Ha 2, Y. Haung 2, K. Jin 2 1 Design Departent, AE Design,

More information

Strain Rate and Temperature Effects on the Nonlinear Behavior of Woven Composites

Strain Rate and Temperature Effects on the Nonlinear Behavior of Woven Composites ICCM 17 UK 29 Strain Rate and Teperature Effects on the Nonlinear Behavior of Woven Coposites Liqun Xing, Ken Reifsnider Departent of Mechanical Engineering University of South Carolina, Colubia, SC xingliqun@gail.edu

More information

FAILURE CRITERIA FOR FRP LAMINATES IN PLANE STRESS

FAILURE CRITERIA FOR FRP LAMINATES IN PLANE STRESS FAIURE RIERIA FOR FRP AINAE IN PANE RE arlos G. Dávila Aerospace Engineer, Analytical and oputational ethods Branch, enior eber, AIAA. NAA angley Research enter, Hapton, VA 368 Navin Jaunky enior cientist,

More information

A S Kaddour 1*, M J Hinton 2. Keywords: Triaxial, Failure, Criteria, WWFE-II, Benchmark, Envelopes, Hydrostatic pressure

A S Kaddour 1*, M J Hinton 2. Keywords: Triaxial, Failure, Criteria, WWFE-II, Benchmark, Envelopes, Hydrostatic pressure CHALLENGING LESSONS FROM THE SECOND WORLD- WIDE FAILURE EXERCISE (WWFE-II): PREDICTING FAILURE IN POLYMER COMPOSITE LAMINATES UNDER 3-D STATES OF STRESS A S Kaddour 1*, M J Hinton 2 1 QinetiQ, Farnborough,

More information

Chapter 3 Micromechanical Analysis of a Lamina Ultimate Strengths of a Unidirectional Lamina

Chapter 3 Micromechanical Analysis of a Lamina Ultimate Strengths of a Unidirectional Lamina Chapter 3 Microechanical Analysis o a Laina Ultiate Strengths o a Unidirectional Laina Dr. Autar Kaw Departent o Mechanical Engineering University o South Florida, Tapa, FL 33620 Courtesy o the Textbook

More information

Modelling of damage in composite materials using interface elements

Modelling of damage in composite materials using interface elements 5 th European LS-DYNA Users Conference Coposites Modelling of daage in coposite aterials using interface eleents Authors: W.G. Jiang, Departent of Aerospace Engineering, University of Bristol S.R. Hallett,

More information

Incorporating strain gradient effects in a multi-scale constitutive framework for nickel-base superalloys

Incorporating strain gradient effects in a multi-scale constitutive framework for nickel-base superalloys Incorporating strain gradient effects in a ulti-scale constitutive fraework for nickel-base superalloys Tiedo Tinga, Marcel Brekelans, Marc Geers To cite this version: Tiedo Tinga, Marcel Brekelans, Marc

More information

Long-term Life Prediction of CFRP Structures Based on MMF/ATM Method

Long-term Life Prediction of CFRP Structures Based on MMF/ATM Method The 5 th Coposites Durability Workshop (CDW-5, October 7 to 20, 200, Kanazawa Institute o Technology Long-ter Lie Prediction o CFRP Structures Based on MMF/ATM Method by Yasushi Miyano and Masayuki Nakada

More information

QUESTION BANK Composite Materials

QUESTION BANK Composite Materials QUESTION BANK Composite Materials 1. Define composite material. 2. What is the need for composite material? 3. Mention important characterits of composite material 4. Give examples for fiber material 5.

More information

Extension of CSRSM for the Parametric Study of the Face Stability of Pressurized Tunnels

Extension of CSRSM for the Parametric Study of the Face Stability of Pressurized Tunnels Extension of CSRSM for the Paraetric Study of the Face Stability of Pressurized Tunnels Guilhe Mollon 1, Daniel Dias 2, and Abdul-Haid Soubra 3, M.ASCE 1 LGCIE, INSA Lyon, Université de Lyon, Doaine scientifique

More information

DESIGN OF THE DIE PROFILE FOR THE INCREMENTAL RADIAL FORGING PROCESS *

DESIGN OF THE DIE PROFILE FOR THE INCREMENTAL RADIAL FORGING PROCESS * IJST, Transactions of Mechanical Engineering, Vol. 39, No. M1, pp 89-100 Printed in The Islaic Republic of Iran, 2015 Shira University DESIGN OF THE DIE PROFILE FOR THE INCREMENTAL RADIAL FORGING PROCESS

More information

ANALYTICAL INVESTIGATION AND PARAMETRIC STUDY OF LATERAL IMPACT BEHAVIOR OF PRESSURIZED PIPELINES AND INFLUENCE OF INTERNAL PRESSURE

ANALYTICAL INVESTIGATION AND PARAMETRIC STUDY OF LATERAL IMPACT BEHAVIOR OF PRESSURIZED PIPELINES AND INFLUENCE OF INTERNAL PRESSURE DRAFT Proceedings of the ASME 014 International Mechanical Engineering Congress & Exposition IMECE014 Noveber 14-0, 014, Montreal, Quebec, Canada IMECE014-36371 ANALYTICAL INVESTIGATION AND PARAMETRIC

More information

Density. Density 22/10/2015. Rules of Mixture for Elastic Properties. Materi ke-6

Density. Density 22/10/2015. Rules of Mixture for Elastic Properties. Materi ke-6 //5 Materi ke-6 Rules o Mixture or lastic Properties Nurun nayiroh, M.Si Rules o Mixture' adalah ekspresi ateatika yang eberikan beberapa properti dari koposit dala hal siat, kuantitas dan penataan bahan

More information

Experimental Design For Model Discrimination And Precise Parameter Estimation In WDS Analysis

Experimental Design For Model Discrimination And Precise Parameter Estimation In WDS Analysis City University of New York (CUNY) CUNY Acadeic Works International Conference on Hydroinforatics 8-1-2014 Experiental Design For Model Discriination And Precise Paraeter Estiation In WDS Analysis Giovanna

More information

Data-Driven Imaging in Anisotropic Media

Data-Driven Imaging in Anisotropic Media 18 th World Conference on Non destructive Testing, 16- April 1, Durban, South Africa Data-Driven Iaging in Anisotropic Media Arno VOLKER 1 and Alan HUNTER 1 TNO Stieltjesweg 1, 6 AD, Delft, The Netherlands

More information

Numerical simulations of isotropic and die compaction of powder by the discrete element method

Numerical simulations of isotropic and die compaction of powder by the discrete element method Nuerical siulations of isotropic and die copaction of powder by the discrete eleent ethod J-F. Jerier, B. Harthong, B. Chareyre, D. Ibault, F-V. Donzé & P. Doréus Laboratoire Sols, Solides, Structures,

More information

Numerical Modeling of Self-Compacting Mortar Flow Using Discrete Element Method

Numerical Modeling of Self-Compacting Mortar Flow Using Discrete Element Method Nuerical Modeling of Self-Copacting Flow Using Discrete Eleent Method - Technical Paper - Miansong HUANG *1, Xuehui AN *, Takayuki OBARA *3 and Masahiro OUCHI *4 ABSTRACT A nuerical odeling of Self-Copacting

More information

CHAPTER 5 THEORETICAL MODELING OF ELASTIC PROPERTIES

CHAPTER 5 THEORETICAL MODELING OF ELASTIC PROPERTIES 123 CHAPTR 5 THORTICAL MODLING OF LASTIC PROPRTIS 5.1 INTRODUCTION lastic properties are the basic quantities that are required durin desin and optiization of a lainated structure. An orthotropic laina/lainate

More information

REDUCTION OF FINITE ELEMENT MODELS BY PARAMETER IDENTIFICATION

REDUCTION OF FINITE ELEMENT MODELS BY PARAMETER IDENTIFICATION ISSN 139 14X INFORMATION TECHNOLOGY AND CONTROL, 008, Vol.37, No.3 REDUCTION OF FINITE ELEMENT MODELS BY PARAMETER IDENTIFICATION Riantas Barauskas, Vidantas Riavičius Departent of Syste Analysis, Kaunas

More information

ESTIMATION OF THE VISCOELASTIC PARAMETERS OF LAMINATED COMPOSITES. PART I. ANALYTICAL CONSIDERATIONS

ESTIMATION OF THE VISCOELASTIC PARAMETERS OF LAMINATED COMPOSITES. PART I. ANALYTICAL CONSIDERATIONS nd International Conerence danced Coposite aterials Engineering COT 8 9 October 8, Braso, Roania ESTITION OF THE VISCOELSTIC RETERS OF LINTED COOSITES. RT I. NLYTICL CONSIDERTIONS.Katouzian, S. Vlase,.V.Guian

More information

Excitability of guided waves in composites with PWAS transducers

Excitability of guided waves in composites with PWAS transducers Excitability of guided waves in coposites with PWAS transducers Yanfeng Shen and Victor Giurgiutiu Citation: AIP Conference Proceedings 65, 658 (25); doi:.63/.494666 View online: http://dx.doi.org/.63/.494666

More information

2 Q 10. Likewise, in case of multiple particles, the corresponding density in 2 must be averaged over all

2 Q 10. Likewise, in case of multiple particles, the corresponding density in 2 must be averaged over all Lecture 6 Introduction to kinetic theory of plasa waves Introduction to kinetic theory So far we have been odeling plasa dynaics using fluid equations. The assuption has been that the pressure can be either

More information

A DESIGN GUIDE OF DOUBLE-LAYER CELLULAR CLADDINGS FOR BLAST ALLEVIATION

A DESIGN GUIDE OF DOUBLE-LAYER CELLULAR CLADDINGS FOR BLAST ALLEVIATION International Journal of Aerospace and Lightweight Structures Vol. 3, No. 1 (2013) 109 133 c Research Publishing Services DOI: 10.3850/S201042862013000550 A DESIGN GUIDE OF DOUBLE-LAYER CELLULAR CLADDINGS

More information

An improved self-adaptive harmony search algorithm for joint replenishment problems

An improved self-adaptive harmony search algorithm for joint replenishment problems An iproved self-adaptive harony search algorith for joint replenishent probles Lin Wang School of Manageent, Huazhong University of Science & Technology zhoulearner@gail.co Xiaojian Zhou School of Manageent,

More information

Model Fitting. CURM Background Material, Fall 2014 Dr. Doreen De Leon

Model Fitting. CURM Background Material, Fall 2014 Dr. Doreen De Leon Model Fitting CURM Background Material, Fall 014 Dr. Doreen De Leon 1 Introduction Given a set of data points, we often want to fit a selected odel or type to the data (e.g., we suspect an exponential

More information

Design of 25 KA Current Injection Transformer Core with Finite Element Method

Design of 25 KA Current Injection Transformer Core with Finite Element Method 1 Design of 5 KA Current Injection Transforer Core ith Finite Eleent Method HOSSEIN HEYDARI, MOHSEN ARIANNEJAD, FARAMARZ FAGHIHI Iran University of Science and Technology, Tehran, Iran Abstract.Since Current

More information

Feature Extraction Techniques

Feature Extraction Techniques Feature Extraction Techniques Unsupervised Learning II Feature Extraction Unsupervised ethods can also be used to find features which can be useful for categorization. There are unsupervised ethods that

More information

EFFECT OF SURFACE ASPERITY TRUNCATION ON THERMAL CONTACT CONDUCTANCE

EFFECT OF SURFACE ASPERITY TRUNCATION ON THERMAL CONTACT CONDUCTANCE EFFECT OF SURFACE ASPERITY TRUNCATION ON THERMAL CONTACT CONDUCTANCE Fernando H. Milanez *, M. M. Yovanovich, J. R. Culha Microelectronics Heat Transfer Laboratory Departent of Mechanical Engineering University

More information

A NEW STRENGTH TENSOR BASED FAILURE CRITERION FOR ANISOTROPIC MATERIALS

A NEW STRENGTH TENSOR BASED FAILURE CRITERION FOR ANISOTROPIC MATERIALS A NEW STRENGTH TENSOR BASED FAILURE CRITERION FOR ANISOTROPIC MATERIALS Paul V. Osswald, Technical University of Munich, Munich, Germany Tim A. Osswald, Polymer Engineering Center, University of Wisconsin-Madison,

More information

Uniaxial compressive stress strain model for clay brick masonry

Uniaxial compressive stress strain model for clay brick masonry Uniaxial copressive stress strain odel for clay brick asonry Heant B. Kaushik, Durgesh C. Rai* and Sudhir K. Jain Departent of Civil Engineering, Indian Institute of Technology Kanpur, Kanpur 208 016,

More information

SHAPE IDENTIFICATION USING DISTRIBUTED STRAIN DATA FROM EMBEDDED OPTICAL FIBER SENSORS

SHAPE IDENTIFICATION USING DISTRIBUTED STRAIN DATA FROM EMBEDDED OPTICAL FIBER SENSORS 16 H INERNAIONAL CONFERENCE ON COMPOSIE MAERIALS SHAPE IDENIFICAION USING DISRIBUED SRAIN DAA FROM EMBEDDED OPICAL FIBER SENSORS Mayuko Nishio*, adahito Mizutani*, Nobuo akeda* *he University of okyo Keywords:

More information

Research in Area of Longevity of Sylphon Scraies

Research in Area of Longevity of Sylphon Scraies IOP Conference Series: Earth and Environental Science PAPER OPEN ACCESS Research in Area of Longevity of Sylphon Scraies To cite this article: Natalia Y Golovina and Svetlana Y Krivosheeva 2018 IOP Conf.

More information

A Study of Electromagnetic Wave Propagation. in the Foam Core Sandwich Structures

A Study of Electromagnetic Wave Propagation. in the Foam Core Sandwich Structures ID-83 A Study of Electroagnetic Wave Propagation in the Foa Core Sandwich Structures H. J. Chun and H. S. Shin School of Electrical and Mechanical Engineering, Yonsei University 34, Shinchon-dong, Seodaeun-gu,

More information

Supplementary Information for Design of Bending Multi-Layer Electroactive Polymer Actuators

Supplementary Information for Design of Bending Multi-Layer Electroactive Polymer Actuators Suppleentary Inforation for Design of Bending Multi-Layer Electroactive Polyer Actuators Bavani Balakrisnan, Alek Nacev, and Elisabeth Sela University of Maryland, College Park, Maryland 074 1 Analytical

More information

Determination of fiber/matrix interface debond growth parameters from cyclic loading of single fiber composites

Determination of fiber/matrix interface debond growth parameters from cyclic loading of single fiber composites Deterination o iber/atrix interace debond growth paraeters ro cyclic loading o single iber coposites Andrejs Pupurs 1,, Janis Varna 1, Povl Brøndsted 3, Stergios Goutianos 3 1 Luleå University o Technology,

More information

An Inverse Interpolation Method Utilizing In-Flight Strain Measurements for Determining Loads and Structural Response of Aerospace Vehicles

An Inverse Interpolation Method Utilizing In-Flight Strain Measurements for Determining Loads and Structural Response of Aerospace Vehicles An Inverse Interpolation Method Utilizing In-Flight Strain Measureents for Deterining Loads and Structural Response of Aerospace Vehicles S. Shkarayev and R. Krashantisa University of Arizona, Tucson,

More information

Support Vector Machine Classification of Uncertain and Imbalanced data using Robust Optimization

Support Vector Machine Classification of Uncertain and Imbalanced data using Robust Optimization Recent Researches in Coputer Science Support Vector Machine Classification of Uncertain and Ibalanced data using Robust Optiization RAGHAV PAT, THEODORE B. TRAFALIS, KASH BARKER School of Industrial Engineering

More information

Accuracy of the Scaling Law for Experimental Natural Frequencies of Rectangular Thin Plates

Accuracy of the Scaling Law for Experimental Natural Frequencies of Rectangular Thin Plates The 9th Conference of Mechanical Engineering Network of Thailand 9- October 005, Phuket, Thailand Accuracy of the caling Law for Experiental Natural Frequencies of Rectangular Thin Plates Anawat Na songkhla

More information

Enhancing Prediction Accuracy In Sift Theory

Enhancing Prediction Accuracy In Sift Theory 18 TH INTERNATIONAL CONFERENCE ON COMPOSITE MATERIALS Enhancing Prediction Accuracy In Sift Theory J. Wang 1 *, W. K. Chiu 1 Defence Science and Technology Organisation, Fishermans Bend, Australia, Department

More information

Ensemble Based on Data Envelopment Analysis

Ensemble Based on Data Envelopment Analysis Enseble Based on Data Envelopent Analysis So Young Sohn & Hong Choi Departent of Coputer Science & Industrial Systes Engineering, Yonsei University, Seoul, Korea Tel) 82-2-223-404, Fax) 82-2- 364-7807

More information

Engineering Solid Mechanics

Engineering Solid Mechanics }} Engineering Solid Mechanics 1 (013) 69-76 Contents lists available at GrowingScience Engineering Solid Mechanics hoepage: www.growingscience.co/es Designing and anufacturing of a drop weight ipact test

More information

Coupling of plasticity and damage in glass fibre reinforced polymer composites

Coupling of plasticity and damage in glass fibre reinforced polymer composites EPJ Web of Conferences 6, 48 1) DOI: 1.151/epjconf/1648 c Owned by the authors, published by EDP Sciences, 1 Coupling of plasticity and damage in glass fibre reinforced polymer composites R. Kvale Joki

More information

Anisotropic reference media and the possible linearized approximations for phase velocities of qs waves in weakly anisotropic media

Anisotropic reference media and the possible linearized approximations for phase velocities of qs waves in weakly anisotropic media INSTITUTE OF PHYSICS PUBLISHING JOURNAL OF PHYSICS D: APPLIED PHYSICS J. Phys. D: Appl. Phys. 5 00 007 04 PII: S00-770867-6 Anisotropic reference edia and the possible linearized approxiations for phase

More information

Fatigue Life Prediction in Composite Materials

Fatigue Life Prediction in Composite Materials Autodesk Helius PFA 2017 Fatigue Lie Prediction in Coposite Materials Predicting atigue lie in coposites is challenging because even siple load states lead to coplex behavior in the individual iber and

More information

Xiaoming Mao. Department of Physics and Astronomy, University of Pennsylvania. Collaborators: Tom Lubensky, Ning Xu, Anton Souslov, Andrea Liu

Xiaoming Mao. Department of Physics and Astronomy, University of Pennsylvania. Collaborators: Tom Lubensky, Ning Xu, Anton Souslov, Andrea Liu Xiaoing Mao Departent of Physics and Astronoy, University of Pennsylvania Collaborators: To Lubensky, Ning Xu, Anton Souslov, Andrea Liu Feb., 009 What is isostaticity? Isostatic systes are at the onset

More information

Journal of Solid Mechanics and Materials Engineering

Journal of Solid Mechanics and Materials Engineering Journal o Solid Mechanics and Materials Engineering First Order Perturbation-based Stochastic oogeniation Analysis or Short Fiber Reinorced Coposite Materials* Sei-ichiro SAKATA**, Fuihiro ASIDA** and

More information

Random Vibration Fatigue Analysis with LS-DYNA

Random Vibration Fatigue Analysis with LS-DYNA 1 th International LS-DYNA Users Conference Siulation() Rando Vibration Fatigue Analysis with LS-DYNA Arnaud Ringeval 1, Yun Huang 1 CIMES, France 36 rue Marc Lefrancq, Les Ateliers Nuériques, 593 Valenciennes,

More information

Statistical analysis of the mechanical properties of composite materials

Statistical analysis of the mechanical properties of composite materials Statistical analysis of the echanical properties of coposite aterials E. Barbero, J. Fernández-Sáez, C. Navarro* Departent of Mechanical Engineering, Carlos III University of Madrid, Avda. de la Universidad,

More information

Fatigue Analysis of Wind Turbine Composites using Multi-Continuum Theory and the Kinetic Theory of Fracture

Fatigue Analysis of Wind Turbine Composites using Multi-Continuum Theory and the Kinetic Theory of Fracture Fatigue Analysis of Wind Turbine Composites using Multi-Continuum Theory and the Kinetic Theory of Fracture P. Greaves a, P. McKeever a, R. G. Dominy b, T. Koziara b a Narec, Offshore House, Albert Street,

More information

Chapter 8. Lecture Notes Dr. Rakhmad Arief Siregar Kolej Universiti Kejuruteraan Utara Malaysia

Chapter 8. Lecture Notes Dr. Rakhmad Arief Siregar Kolej Universiti Kejuruteraan Utara Malaysia Chapter 8 Screw, Fasteners and the Design of Nonperanent Joint Lecture Notes Dr. Rakhad Arief Siregar Kolej Universiti Kejuruteraan Utara Malaysia Mechanical Engineering Design Sixth Metric Edition J.E.

More information

Crash and Impact Simulation of Composite Structures by Using CAE Process Chain

Crash and Impact Simulation of Composite Structures by Using CAE Process Chain Crash and Impact Simulation of Composite Structures by Using CAE Process Chain Madhukar Chatiri 1, Thorsten Schütz 2, Anton Matzenmiller 3, Ulrich Stelzmann 1 1 CADFEM GmbH, Grafing/Munich, Germany, mchatiri@cadfem.de

More information

EVALUATION OF DESIGN PROVISIONS FOR IN-PLANE SHEAR IN MASONRY WALLS COURTNEY LYNN DAVIS

EVALUATION OF DESIGN PROVISIONS FOR IN-PLANE SHEAR IN MASONRY WALLS COURTNEY LYNN DAVIS EVALUATION OF DESIGN PROVISIONS FOR IN-PLANE SHEAR IN MASONRY WALLS By COURTNEY LYNN DAVIS A thesis subitted in partial fulfillent of the requireents for the degree of MASTER OF SCIENCE IN CIVIL ENGINEERING

More information

ME 582 Advanced Materials Science. Chapter 2 Macromechanical Analysis of a Lamina (Part 2)

ME 582 Advanced Materials Science. Chapter 2 Macromechanical Analysis of a Lamina (Part 2) ME 582 Advanced Materials Science Chapter 2 Macromechanical Analysis of a Lamina (Part 2) Laboratory for Composite Materials Research Department of Mechanical Engineering University of South Alabama, Mobile,

More information

Plastic ductile damage evolution and collapse of plates and shells

Plastic ductile damage evolution and collapse of plates and shells Plastic ductile daage evolution and collapse of plates and shells I. Kreja 1 & R. Schidt 2 1 Technical University of Gdansk, Poland 2 Aachen University of Technology, Gerany Abstract This paper deals with

More information

Passive Damping Characteristics of Carbon Epoxy Composite Plates

Passive Damping Characteristics of Carbon Epoxy Composite Plates Journal of aterials Science and Engineering A 6 (1-2) (2016) 35-42 doi: 10.17265/2161-6213/2016.1-2.005 D DAVID PUBLISHIG Passive Damping Characteristics of Carbon Epoxy Composite Plates Dileep Kumar K

More information

FINITE ELEMENT BASED VIBRATION FATIGUE ANALYSIS OF A NEW TWO- STROKE LINEAR GENERATOR ENGINE COMPONENT. M. M. Rahman, A. K. Ariffin, and S.

FINITE ELEMENT BASED VIBRATION FATIGUE ANALYSIS OF A NEW TWO- STROKE LINEAR GENERATOR ENGINE COMPONENT. M. M. Rahman, A. K. Ariffin, and S. International Journal of Mechanical and Materials Engineering (IJMME), Vol. (7), No. 1, 63-74. FINITE ELEMENT BASED VIBRATION FATIGUE ANALYSIS OF A NEW TWO- STROKE LINEAR GENERATOR ENGINE COMPONENT M.

More information

BUCKLING OF WING SPARS UNDER COMBINED LOADING

BUCKLING OF WING SPARS UNDER COMBINED LOADING 5 TH INTERNATIONAL CONGRESS OF THE AERONAUTICAL SCIENCES BUCLING OF WING SPARS UNDER COMBINED LOADING David ennedy*, Dharesh C. Patel*, Carol A. Featherston* *Cardiff School of Engineering, Cardiff University,

More information

IDENTIFICATION OF STABILITY OF CONCRETE TUNNEL LINING USING COUPLED MODELING

IDENTIFICATION OF STABILITY OF CONCRETE TUNNEL LINING USING COUPLED MODELING IDENTIFICATION OF STABILITY OF CONCRETE TUNNEL LINING USING COUPLED MODELING Kaila Weiglová, Technical University in Brno, Institute of Geoechanics, Brno, Czech Republic Petr Procházka*, Czech Association

More information

Multiscale Approach to Damage Analysis of Laminated Composite Structures

Multiscale Approach to Damage Analysis of Laminated Composite Structures Multiscale Approach to Damage Analysis of Laminated Composite Structures D. Ivančević and I. Smojver Department of Aeronautical Engineering, Faculty of Mechanical Engineering and Naval Architecture, University

More information

2.141 Modeling and Simulation of Dynamic Systems Assignment #2

2.141 Modeling and Simulation of Dynamic Systems Assignment #2 2.141 Modeling and Siulation of Dynaic Systes Assignent #2 Out: Wednesday Septeber 20, 2006 Due: Wednesday October 4, 2006 Proble 1 The sketch shows a highly siplified diagra of a dry-dock used in ship

More information

The Stress Distribution in the Composite Materials with Locally Curved Fibers

The Stress Distribution in the Composite Materials with Locally Curved Fibers Journal of Conteporary Applied Matheatics V. 7, No, 207, June IN 2222-5498 The tress Distribution in the Coposite Materials with Locally Curved Fibers Hubet Aliyev Abstract. Nowadays coposite aterials

More information

Comparison Studies on Dynamic Packaging Properties of Corrugated Paperboard Pads

Comparison Studies on Dynamic Packaging Properties of Corrugated Paperboard Pads Engineering, 2010, 2, 378-386 doi:10.4236/eng.2010.25049 Published Online May 2010 (http://www.scirp.org/journal/eng) Coparison Studies on Dynaic Packaging Properties of Corrugated Paperboard Pads Abstract

More information

Modeling and Analysis of Thermal Bimorph Using COMSOL

Modeling and Analysis of Thermal Bimorph Using COMSOL Modeling and Analysis of Theral Biorph Using COMSOL Rachita Shettar *, Dr B G Sheeparaatti 2 Basaveshwar Engineering college Bagalkot- 587102 *Corresponding author: D/o J.H Shettar, #156B Shivananda nagar,

More information

Mass Efficiency in Mechanical Design

Mass Efficiency in Mechanical Design Proceedings of the World Congress on Engineering 008 Vol II WCE 008, July - 4, 008, London, U.K. Mass Efficiency in Mechanical Design Subbiah Raalinga Abstract Using the axiu strain energy density in a

More information

Successive Model-Updating of the dynamic behaviour of casing bodies on a practical example of an axial piston pump

Successive Model-Updating of the dynamic behaviour of casing bodies on a practical example of an axial piston pump Successive Model-Updating of the dynaic behaviour of casing bodies on a practical exaple of an axial piston pup Ulrich Bittner Bosch Rexroth, Horb, Gerany Suary: These days, generally all new products

More information

RATE-DEPENDENT OFF-AXIS COMPRESSIVE STRENGTH OF A UNIDIRECTIONAL CARBON/EPOXY LAMINATE AT HIGH TEMPERATURE

RATE-DEPENDENT OFF-AXIS COMPRESSIVE STRENGTH OF A UNIDIRECTIONAL CARBON/EPOXY LAMINATE AT HIGH TEMPERATURE 16 TH INTERNATIONAL CONFERENCE ON COMPOSITE MATERIALS RATE-DEPENDENT OFF-AXIS COMPRESSIVE STRENGTH OF A UNIDIRECTIONAL CARBON/EPOXY LAMINATE AT HIGH TEMPERATURE Masamichi KAWAI *, Satoru SAITO **, Jian-Qi

More information

Seismic Analysis of Structures by TK Dutta, Civil Department, IIT Delhi, New Delhi.

Seismic Analysis of Structures by TK Dutta, Civil Department, IIT Delhi, New Delhi. Seisic Analysis of Structures by K Dutta, Civil Departent, II Delhi, New Delhi. Module 5: Response Spectru Method of Analysis Exercise Probles : 5.8. or the stick odel of a building shear frae shown in

More information

BIAXIAL STRENGTH INVESTIGATION OF CFRP COMPOSITE LAMINATES BY USING CRUCIFORM SPECIMENS

BIAXIAL STRENGTH INVESTIGATION OF CFRP COMPOSITE LAMINATES BY USING CRUCIFORM SPECIMENS BIAXIAL STRENGTH INVESTIGATION OF CFRP COMPOSITE LAMINATES BY USING CRUCIFORM SPECIMENS H. Kumazawa and T. Takatoya Airframes and Structures Group, Japan Aerospace Exploration Agency 6-13-1, Ohsawa, Mitaka,

More information

An analytical relation between relaxation time spectrum and molecular weight distribution

An analytical relation between relaxation time spectrum and molecular weight distribution An analytical relation between relaxation tie spectru and olecular weight distribution Wolfgang Thi, Christian Friedrich, a) Michael Marth, and Josef Honerkap b) Freiburger Materialforschungszentru, Stefan-Meier-Straße

More information

CONTRIBUTIONS TO ULTRASONIC WELDING OF INTELLIGENT COMPOSITE MATERIALS USED IN VEHICLE MANUFACTURING

CONTRIBUTIONS TO ULTRASONIC WELDING OF INTELLIGENT COMPOSITE MATERIALS USED IN VEHICLE MANUFACTURING The 4th International Conference Advanced Coposite Materials Engineering COMAT 01 18-0 October 01, Brasov, Roania CONTRIBUTIONS TO ULTRASONIC WELDING OF INTELLIGENT COMPOSITE MATERIALS USED IN VEHICLE

More information

Determining a Function for the Damping Coefficient of a laminated Stack

Determining a Function for the Damping Coefficient of a laminated Stack DOI: 10.435/UB.OVGU-017-093 TECHNISCHE MECHANIK, 37, -5, (017), 161 170 subitted: June 9, 017 Deterining a Function for the Daping Coefficient of a lainated Stack C. Zahalka, K. Ellerann The design of

More information

COS 424: Interacting with Data. Written Exercises

COS 424: Interacting with Data. Written Exercises COS 424: Interacting with Data Hoework #4 Spring 2007 Regression Due: Wednesday, April 18 Written Exercises See the course website for iportant inforation about collaboration and late policies, as well

More information

Envelope frequency Response Function Analysis of Mechanical Structures with Uncertain Modal Damping Characteristics

Envelope frequency Response Function Analysis of Mechanical Structures with Uncertain Modal Damping Characteristics Copyright c 2007 Tech Science Press CMES, vol.22, no.2, pp.129-149, 2007 Envelope frequency Response Function Analysis of Mechanical Structures with Uncertain Modal Daping Characteristics D. Moens 1, M.

More information

Assessment of wind-induced structural fatigue based on joint probability density function of wind speed and direction

Assessment of wind-induced structural fatigue based on joint probability density function of wind speed and direction The 1 World Congress on Advances in Civil, Environental, and Materials Research (ACEM 1) eoul, Korea, August 6-3, 1 Assessent of wind-induced structural fatigue based on oint probability density function

More information

Simulation of Geomechanical Behavior during SAGD Process using COMSOL Multiphysics

Simulation of Geomechanical Behavior during SAGD Process using COMSOL Multiphysics Siulation of Geoechanical Behavior during SAGD Process using COMSOL Multiphysics X. Gong 1, R.Wan *2 Departent of Civil Engineering, University of Calgary, Calgary, Alberta, Canada. *Corresponding author:

More information

INTERNATIONAL JOURNAL OF CIVIL AND STRUCTURAL ENGINEERING Volume 2, No 1, 2011

INTERNATIONAL JOURNAL OF CIVIL AND STRUCTURAL ENGINEERING Volume 2, No 1, 2011 INTERNATIONAL JOURNAL OF CIVIL AND STRUCTURAL ENGINEERING Volue, No 1, 11 Copyright 1 All rights reserved Integrated Publishing services Research article ISSN 976 499 Coparison of various shear deforation

More information

ID 1163 CURE MONITORING OF THERMOSETTING RESIN COMPOSITES BY LACOMTECH DIELECTROMETRY

ID 1163 CURE MONITORING OF THERMOSETTING RESIN COMPOSITES BY LACOMTECH DIELECTROMETRY ID 63 CURE MONITORING OF THERMOSETTING RESIN COMPOSITES BY LACOMTECH DIELECTROMETRY Jae Wook Kwon and Dai Gil Lee Departent of Mechanical Engineering, Korea Advanced Institute of Science and Technology,

More information

Uniaxial Concrete Material Behavior

Uniaxial Concrete Material Behavior COMPUTERS AND STRUCTURES, INC., JULY 215 TECHNICAL NOTE MODIFIED DARWIN-PECKNOLD 2-D REINFORCED CONCRETE MATERIAL MODEL Overview This tehnial note desribes the Modified Darwin-Peknold reinfored onrete

More information

2. A crack which is oblique (Swedish sned ) with respect to the xy coordinate system is to be analysed. TMHL

2. A crack which is oblique (Swedish sned ) with respect to the xy coordinate system is to be analysed. TMHL (Del I, teori; 1 p.) 1. In fracture echanics, the concept of energy release rate is iportant. Fro the fundaental energy balance of a case with possible crack growth, one usually derives the equation where

More information

Fast Structural Similarity Search of Noncoding RNAs Based on Matched Filtering of Stem Patterns

Fast Structural Similarity Search of Noncoding RNAs Based on Matched Filtering of Stem Patterns Fast Structural Siilarity Search of Noncoding RNs Based on Matched Filtering of Ste Patterns Byung-Jun Yoon Dept. of Electrical Engineering alifornia Institute of Technology Pasadena, 91125, S Eail: bjyoon@caltech.edu

More information

Bayesian Approach for Fatigue Life Prediction from Field Inspection

Bayesian Approach for Fatigue Life Prediction from Field Inspection Bayesian Approach for Fatigue Life Prediction fro Field Inspection Dawn An and Jooho Choi School of Aerospace & Mechanical Engineering, Korea Aerospace University, Goyang, Seoul, Korea Srira Pattabhiraan

More information

Supplementary Materials for

Supplementary Materials for advances.scienceag.org/cgi/content/full/3/4/e160890/dc1 Suppleentary Materials for Direct 4D printing via active coposite aterials Zhen Ding, Chao Yuan, Xirui Peng, Tiejun Wang, H. Jerry Qi, Martin L.

More information

Kinetic Theory of Gases: Elementary Ideas

Kinetic Theory of Gases: Elementary Ideas Kinetic Theory of Gases: Eleentary Ideas 17th February 2010 1 Kinetic Theory: A Discussion Based on a Siplified iew of the Motion of Gases 1.1 Pressure: Consul Engel and Reid Ch. 33.1) for a discussion

More information

A Note on the Applied Use of MDL Approximations

A Note on the Applied Use of MDL Approximations A Note on the Applied Use of MDL Approxiations Daniel J. Navarro Departent of Psychology Ohio State University Abstract An applied proble is discussed in which two nested psychological odels of retention

More information

Chapter 6 1-D Continuous Groups

Chapter 6 1-D Continuous Groups Chapter 6 1-D Continuous Groups Continuous groups consist of group eleents labelled by one or ore continuous variables, say a 1, a 2,, a r, where each variable has a well- defined range. This chapter explores:

More information

This is a repository copy of Initiation and Propagation of Transverse Cracking in Composite Laminates.

This is a repository copy of Initiation and Propagation of Transverse Cracking in Composite Laminates. This is a repository copy of Initiation and Propagation of Transverse racking in oposite Lainates. White Rose Research Online URL for this paper: http://eprints.whiterose.ac.uk/146/ Article: Ye, J., La,

More information

PLY LEVEL UNCERTAINTY EFFECTS ON FAILURE OF COMPOSITE

PLY LEVEL UNCERTAINTY EFFECTS ON FAILURE OF COMPOSITE 7th European Workshop on Structural Health Monitoring July 8-11, 2014. La Cité, Nantes, France More Info at Open Access Database www.ndt.net/?id=17206 PLY LEVEL UNCERTAINTY EFFECTS ON FAILURE OF COMPOSITE

More information

Chapter 8 Deflection. Structural Mechanics 2 Dept of Architecture

Chapter 8 Deflection. Structural Mechanics 2 Dept of Architecture Chapter 8 Deflection Structural echanics Dept of rchitecture Outline Deflection diagras and the elastic curve Elastic-bea theory The double integration ethod oent-area theores Conjugate-bea ethod 8- Deflection

More information

NUMERICAL MODELLING OF THE TYRE/ROAD CONTACT

NUMERICAL MODELLING OF THE TYRE/ROAD CONTACT NUMERICAL MODELLING OF THE TYRE/ROAD CONTACT PACS REFERENCE: 43.5.LJ Krister Larsson Departent of Applied Acoustics Chalers University of Technology SE-412 96 Sweden Tel: +46 ()31 772 22 Fax: +46 ()31

More information

Passive Damping Characteristics of Carbon Epoxy Composite Plates

Passive Damping Characteristics of Carbon Epoxy Composite Plates Journal of Materials Science and Engineering A 6 (-) 35-4 doi:.765/6-63/6.-.5 D DAVID PUBLISHING Passive Damping Characteristics of Carbon Epoxy Composite Plates Dileep Kumar K * and V V Subba Rao Faculty

More information

Ch 12: Variations on Backpropagation

Ch 12: Variations on Backpropagation Ch 2: Variations on Backpropagation The basic backpropagation algorith is too slow for ost practical applications. It ay take days or weeks of coputer tie. We deonstrate why the backpropagation algorith

More information

Study on inhomogeneous perforation thick micro-perforated panel sound absorbers

Study on inhomogeneous perforation thick micro-perforated panel sound absorbers Journal of Mechanical Engineering and Sciences (JMES ISSN (Print: 2289-4659; e-issn: 223-838 Volue, Issue 3, pp. 235-2362, Deceber 26 Universiti Malaysia Pahang, Malaysia DOI: https://doi.org/.5282/jes..3.26.2.28

More information

POD-DEIM MODEL ORDER REDUCTION FOR THE MONODOMAIN REACTION-DIFFUSION EQUATION IN NEURO-MUSCULAR SYSTEM

POD-DEIM MODEL ORDER REDUCTION FOR THE MONODOMAIN REACTION-DIFFUSION EQUATION IN NEURO-MUSCULAR SYSTEM 6th European Conference on Coputational Mechanics (ECCM 6) 7th European Conference on Coputational Fluid Dynaics (ECFD 7) 1115 June 2018, Glasgow, UK POD-DEIM MODEL ORDER REDUCTION FOR THE MONODOMAIN REACTION-DIFFUSION

More information

LAMINATION THEORY FOR THE STRENGTH OF FIBER COMPOSITE MATERIALS

LAMINATION THEORY FOR THE STRENGTH OF FIBER COMPOSITE MATERIALS XXII. LAMINATION THEORY FOR THE STRENGTH OF FIBER COMPOSITE MATERIALS Introduction The lamination theory for the elastic stiffness of fiber composite materials is the backbone of the entire field, it holds

More information

EVALUATION OF A SIMPLIFIED METHOD FOR THE DETERMINATION OF THE NON LINEAR SEISMIC RESPONSE OF RC FRAMES

EVALUATION OF A SIMPLIFIED METHOD FOR THE DETERMINATION OF THE NON LINEAR SEISMIC RESPONSE OF RC FRAMES EVALUATIO OF A SIMPLIFIED METHOD FOR THE DETERMIATIO OF THE O LIEAR SEISMIC RESPOSE OF RC FRAMES 9 Misael REQUEA And A. Gustavo AYALA SUMMARY In this paper a siplified ethod is developed for the evaluation

More information

Kinetic Theory of Gases: Elementary Ideas

Kinetic Theory of Gases: Elementary Ideas Kinetic Theory of Gases: Eleentary Ideas 9th February 011 1 Kinetic Theory: A Discussion Based on a Siplified iew of the Motion of Gases 1.1 Pressure: Consul Engel and Reid Ch. 33.1) for a discussion of

More information

The Development of a Generalised Jet Mixing Model for the Derivation of Exclusion Zones in Hazardous Area Classification

The Development of a Generalised Jet Mixing Model for the Derivation of Exclusion Zones in Hazardous Area Classification The Developent of a Generalised Jet Mixing Model for the Derivation of Exclusion Zones in Hazardous Area Classification Katherine McCobe, Peter Tait, Jason Whitley LogiCas Ltd. 33 Boundary Street, Spring

More information

Numerical predictions of the anisotropic. viscoelastic response of uni-directional fibre composites

Numerical predictions of the anisotropic. viscoelastic response of uni-directional fibre composites Nuerical predictions o the anisotropic viscoelastic response o uni-directional ibre coposites M.V. Pathan a, V.L. Tagarielli a,, S.Patsias b a Departent o Aeronautics, Iperial College London, South Kensington

More information