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Week 4,5,6 - Lecture Notes

Course: ENGR 213, Spring 2006
School: Cal Poly
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at Bioengineering the tissue level Specialized organization of cells Quote of the Day Only two things are infinite, the universe and human stupidity, and I'm not sure about the former. Albert Einstein HMMM 1 Learning Objectives Define tissues List the four tissue types Define tissue engineering and how engineering is involved Define the term biomaterial Explain biocompatibility Provide examples of tissue...

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at Bioengineering the tissue level Specialized organization of cells Quote of the Day Only two things are infinite, the universe and human stupidity, and I'm not sure about the former. Albert Einstein HMMM 1 Learning Objectives Define tissues List the four tissue types Define tissue engineering and how engineering is involved Define the term biomaterial Explain biocompatibility Provide examples of tissue engineering and biomaterials use Tissue Tissue: a group of cells and surrounding substances that function together to perform more specialized activities Four primary tissue types Epithelial Connective Muscle Nervous Epithelial Tissues Arranged in sheets Organized into glands Free surface Functions: Adapted for secretion One or more layers thick Form the interfaces of your body Absorption (e.g. small intestine) Secretion (e.g. glands) Transport (e.g. kidney tubules) Excretion (e.g. sweat glands) Protection (e.g. skin) Sensory Reception (e.g. taste buds) http://www.agen.ufl.edu/~chyn/age2062/lect/lect_19/lect_19.htm 2 Connective Tissue Most abundant and widely distributed Loose woven fibers around and between organs Protective capsules around organs Ligaments and tendons Blood Bone Cartilage Adipose tissue Specialized connective tissues include: http://www.agen.ufl.edu/~chyn/age2062/lect/lect_19/lect_19.htm Muscle Tissue Muscles comprise 40 to 50 percent of body weight Generate forces by contraction Three muscle types skeletal Smooth (found in walls of blood vessels) cardiac http://www.agen.ufl.edu/~chyn/age2062/lect/lect_19/lect_19.htm Nervous Tissue Neurons Conduct electrical impulses Glial cells Protect, support, nourish neurons http://www.agen.ufl.edu/~chyn/age2062/lect/lect_19/lect_19.htm 3 Tissue Material Complexity Bone Example Cortical Trabecular "Structure within a structure" Features at every scale cm mm m nm Trabecular Bone Cortical Bone Bone Scales Trabecular Bone Struts are circumferentially lamellar in form Blood vessel in center of strut Bone cells in the interlamellar spaces 4 Bone Cells Osteoblasts a bone forming cell Osteoclasts a specialized bone cell that enzymatically removes (excavates) bone Osteocytes retired osteoblasts that maintain the tissue. They are surrounded by bone and are interconnected Bone lining cell retired osteoblasts that regulate the passage of calcium in and out of the bone Tissue Engineering Tissue Engineering Central idea: Inducing the body to develop new tissues <perhaps organ systems eventually>, instead of replacing the tissue with an engineered device... An biomedical engineering discipline integrated with biology to create tissues or cellular products outside the body Diverse knowledge of molecular and cellular biology as well as chemical engineering, materials science, and other engineering disciplines 5 Examples Blunt Trauma to an extremity Highly comminuted fracture Amputate Tissue Engineering Solution In some way, yet unknown, create an environment that would cause the body to restore the damaged tissue. Currently, the skin is one of the most successful applications of tissue engineering Skin An example of epithelial tissue Skin is one of the largest structures of the body Replacement necessitated by Sensory Protective tramatic injury burn (12000 fatalities / year) cosmetic/vanity Microbe/disease Radiation (Sun/UV) Chemical Thermoregulation Secretion http://www.agen.ufl.edu/~chyn/age2062/lect/lect_19/lect_19.htm 6 Artificial Skin Scaffold Artificial Allograft derived Culture cells the scaffold Usually cultured in the presence of loads Dermal Grafts for Burn Victims Implant tissue The circulating stem cells target damaged tissue Cells deposit and adhere to the matrix Cells differentiate into tissue-specific cell types Differentiated cells elaborate the new matrix to regenerate tissue www.bvmed.de/bilderpool/Bilder_Medizinprodukt... Tissue Engineering Engineered tissue can be used in patients who are in need of transplantation, eliminating problems such as shortage of donors and immune rejection. Several tissue types are in the process of being engineered: Pancreas Liver Skin Nerves Cornea Breast Bone Blood Muscle Cartilage Blood vessels 7 Cartilage Tissue Engineering More than one million patients every year suffer from some form of cartilage damage in the United States. The engineering of cartilage includes Isolation of young chondrocytes (cartilage cells) Seeding on a bio-resorbable porous scaffold Culturing on a bioreactor under the appropriate conditions Cells are seeded in a bioresorbable matrix to guide tissue development in a 3-dimensional way. The cell-matrix system is cultured for a period of time inside a bioreactor or culture vessel. Ulltimately, the new tissue is implanted into the patient. So far, none of the engineered cartilages produced around the world can guarantee to match the performance of natural articular cartilage. http://www.coe.neu.edu/research/berl/BERL_research_tissueeng.html Bioengineers and Materials Bioengineers use materials to make things! Cardiovascular/thoracic devices Orthopedic devices Dentistry devices and materials Environmental remediation Characterization of biologic tissue Engineering Materials Classes A material class is a set of materials with similar microstructural organization, and/or performance i.e. electronic configuration, bonding, structure, function, etc. Material Classes Metals Ceramics Polymers Semiconductors Composites Biomaterials 8 Engineering Materials Classes Material classes may include elements of other material classes. For example A certain metal may be a biomaterial However, not all biomaterials are metals And not all metals are biomaterials Material Properties A material property is an intrinsic characteristic that can be used to describe a material behavior Quality Stiffness Strength Fracture Resistance Wear Resistance Conductance Material Property Elastic Modulus Tensile Yield Fracture Toughness Hardness Resistivity Symbol E Sy K Rc (example) Stress Tensile stress, : Ft A rea, A Shear stress, : Ft A rea, A F Fs = Ft Ao Ft = original area before loading Fs Ao Fs F Ft Stress has units: N/m2 or lb/in2 9 Strain Tensile strain: = Lo L/2 /2 Lateral strain: - L = L wo wo Lo /2 L/2 Shear strain: /2 = tan /2 - /2 Strain is always dimensionless. /2 Simple Tensile Mechanical Properties Obtained by a tensile test Stress-Strain Testing Typical tensile specimen Typical tensile test machine Adapted from Fig. 6.2, Callister 6e. load cell extensometer gauge (portion of sample with = length reduced cross section) specimen moving cross head Other types of tests: --compression: brittle shafts. materials (e.g., concrete) --torsion: cylindrical tubes, 10 Modulus of Elasticity, E Slope of the linear portion of the stress-strain graph F 1 E Linearelastic Hooke's Law =E F simple tension test Units: E: [GPa] or [psi] Poisson's ratio, = - L metals: ~ 0.33 ceramics: ~0.25 polymers: ~0.40 Units: : dimensionless F F simple tension test L - 1 Elastic Shear modulus, G Slope of the linear portion Pressurevolume change curve =G Special relations for isotropic materials G= E 2(1 + ) M simple torsion test M 1 G 11 Yield Strength, y Stress at which noticeable plastic deformation has occurred. when p = 0.002 tensile stress, y engineering strain, p = 0.002 Tensile Strength, TS Maximum possible engineering stress in tension TS engineering stress Typical response of a metal strain Metals: occurs when noticeable necking starts. Ceramics: occurs when crack propagation starts. Polymers: occurs when polymer backbones are aligned and about to break. Other symbols UTS, UTS Biomaterials 12 Biomaterials Experts? Overview Background Traditional biomaterials New generation biomaterials The Future Conclusions Historical Uses of Biomaterials Earliest examples are sutures. Circa 4000 BC. Linen and adhesive plaster Horse hair, cotton, leather (600 BC) Catgut (2nd century) Silk (11th century) Wire (16th century) Violin strings (19th century) 13 Biomaterials? What are they... living, dead, animate, both, neither, something else??? Is a biomaterial biological? Is a biomaterial organic? Could a biomaterial be inorganic? Biomaterials: Definition YES! A biomaterial is any non-native substance -- typically man-made, but can be derived from living tissue -- that is systemically and pharmacologically inert and designed for implantation or incorporation with the living system. Clemson University Biomaterials Symposia Definition. Biomaterial A biomaterial is a nonviable material used in a medical device intended to interact with biologic systems Williams, D.F. (1987) Definitions in Biomaterials. Proceedings of a Consensus Conference of the European Society of Biomaterials, Chester, England, Mar 3-5, 1986, Vol 4, Elsevier, NY 14 Biomaterials Requirements Must not evoke adverse reactions (toxic, carcinogenic) or worse (death) The material must not interfere with, or modify (in a negative fashion), life processes such as wound healing. The material must not be damaged by being in the bodily environment (such as corrosion). The purpose is generally for functional replacement or interventional devices Uses of Biomaterials Biomaterials usage constitutes approximately $100 billion per year from medical device industry Medical uses (partial list from A to Z...): Arterial graft Heart valves Joint replacement Pacemakers Stents Zirconium knee joint Interdisciplinary Field Materials Science Surface chemistry Biochemists Biology Medicine Ethicists Lawyers 15 What is Biocompatibility? Materials that are biocompatible evoke minimal (at best no) adverse responses while in contact with the host, as well as maintaining material integrity over the intended service life. Host Human or animal Local tissue and distant systems/organs Response Dies, heals, carcinogenic, thrombogenic, etc. Contact Brief, <24 hours, <30 days, >30 days Implant, mucous membrane, skin, eye, etc. What is Biocompatibility? Foreign Not originating from the host (including autograft) Material Polymer, metal alloys, ceramics, silicone, xenograft, splinter, microspheres, collagen, etc. Affected Corrosion, cracking, degradation, color change, fracture, fatigue Long Term Implants Devices intended to be left in the body Fracture fixation plates Pacemakers Stents Dental implants 16 Soft Tissue Response to Implanted Biomaterials Non-toxic reactionEssence of Biocompatibility Typical Biological Response to Non-Toxic Implanted Materials (Cardiovascular or Soft Tissue) 1. 2. 3. 4. 5. 6. Implant Protein Adsorption (seconds) Thrombosis and Complement Activation (seconds to hours) Cellular Recognition (minutes to hours) Inflammation (days) Resolution (weeks/months) Foreign Body Reaction Giant cell formation & cytokine release 1 sec to 1 hr 2 10 days Protein adsorption Cellular attack/recognition 30 min 2 days 3+ weeks Fibrous Capsule 17 Time Course of Inflammation Thrombosis, Complement Activation Protein Adsorption J. Anderson, "Inflammation and the Foreign Body Response," Problems in General Surgery, 11, 147-160 (1994). Foreign Body Reaction Histology Slides of Silicone Implanted in SVC for 6 months 50 m 50 m Macrophages and FBGCs Acellular Fibrous Capsule Silicone Implant Haematoxylin and Eosin Nuclei - Purple/Black Masson's Trichrome Collagen - Blue Cytoplasm - Red Blood Responses Foreign Body Clotting system pathways activated Thrombus formation (clot) Restricting flow Thrombus embolization Strokes, heart attacks Blood cells damage (hemolysis) Surrounding tissues damage Bacterial colonization 18 Foreign Body Reaction Summary The body is designed to detect foreign materials The basic strategy is to either digest, or encapsulate the foreign body if removal is not possible From an engineering perspective, it is hoped that the device evokes minimal reaction Typical Implantable Materials Metals Ceramics Polymers Bioabsorbable Metals Strong (good) Wear resistant (good) Formable (good) Stiff (may not be so good) Chemically active (not so good) Stainless Steel (316LV) Titanium and titanium alloys Zirconium Nitinol Tantalum MP35N Co-Cr-(Mo) Alloys Gold Platinum and Pt-Ir 19 Ceramics Most biocompatible class of materials Chemically inert due to atomic bonding Easily sterilized (good) Generally brittle (bad) Generally hard (good) Some ceramic materials are naturally degraded by the body Some ceramic coatings may enhance device biocompatibility Zirconia Alumina Graphite Diamond Hydroxyapatite Bioglass Polymeric Materials Polymers represent a class of materials that are generally biocompatable Due primarily to atomic bonding stability Most biocompatable polymers are in pure form Generally polymers must be highly polymerized (mers may be carcinogenic) Polymers must not leach substances Fillers, plasticizers, colorants, etc. Polymers Polymers are large molecules made up of large numbers of repeating units H C H H H C C H H H H C C H H H H C C H H H C H Mer unit Classified as Thermoplastics, Thermosets, and Elastomers 20 Polmer Microstructure Polymer = many mers mer H H H H H H C C C C C C H H H H H H Polyethylene (PE) mer H H H H H H C C C C C C H Cl H Cl H Cl Polyvinyl (PVC) mer chloride H H H H H H C C C C C C H CH3 H CH3 H CH3 Polypropylene (PP) Adapted from Fig. 14.2, Callister 6e. Covalent chain configurations and strength: secondary bonding Linear Branched Cross-Linked Network Direction of increasing strength Adapted from Fig. 14.7, Callister 6e. Molecular Weight & Crystallinity Molecular weight, Mw: Mass of a mole of chains. Tensile strength (TS): often increases with Mw. Longer chains are entangled (anchored) better. smaller Mw larger Mw % Crystallinity: % of material that is crystalline. and E often increase with % crystallinity. Annealing causes crystalline regions to grow. % crystallinity increases.(TS): crystalline region amorphous region Adapted from Fig. 14.11, Callister 6e. (Fig. 14.11 is from H.W. Hayden, W.G. Moffatt, and J. Wulff, The Structure and Properties of Materials, Vol. III, Mechanical Behavior, John Wiley and Sons, Inc., 1965.) Tensile Response: Brittle & Plastic Near Failure (MPa) 60 x 40 brittle failure onset of necking near failure plastic failure x Initial 20 0 0 unload/reload 2 4 6 8 crystalline regions slide aligned,networked case crosslinked case semicrystalline case amorphous regions elongate crystalline regions align Stress-strain curves adapted from Fig. 15.1, Callister 6e. Inset figures along plastic response curve (purple) adapted from Fig. 15.12, Callister 6e. (Fig. 15.12 is from J.M. Schultz, Polymer Materials Science, Prentice-Hall, Inc., 1974, pp. 500-501.) 21 Tensile Response: Elastomer Case Compare to responses of other polymers: (MPa) x 60 brittle failure 40 plastic failure x brittle response 20 (aligned, cross linked 0 2 0 & networked case) initial: amorphous chains are plastic response kinked, heavily cross-linked. (semi-crystalline case) elastomer x 4 6 8 final: chains are straight, still cross-linked Deformation is reversible! Stress-strain curves adapted from Fig. 15.1, Callister 6e. Inset figures along elastomer curve (green) adapted from Fig. 15.14, Callister 6e. (Fig. 15.14 is from Z.D. Jastrzebski, The Nature and Properties of Engineering Materials, 3rd ed., John Wiley and Sons, 1987.) Thermoplastics Vs Thermosets Thermoplastics: little cross-linking ductile soften w/heating Polyethylene, polypropylene polycarbonate, polystyrene Thermosets: Extensive cross-linking (10 to 50% of mers) hard and brittle do NOT soften w/heating vulcanized rubber, epoxies,polyester resin, phenolic resin Biodegradation & Erosion Bio-as a prefix will be used to indicate processes that are influenced by biological agents Cells Enzymes Microorganisms Emphasizes the process is facilitated by biologic agents or physiologic conditions 22 Biodegradation Breakdown of a substance by biological means Chemical structure is broken down into smaller components Cleavage of covalent bonds Cannot strictly be considered as hydrolysis, such as poly(lactic acid) Sometimes called bioresorption or bioabsorption Bioerodable Polymers A water-insoluble polymer that is converted under physiologic conditions into water-soluble materials without regard to the specific mechanism involved in the erosion process The polymer backbone is not broken down Degradable Materials Variable life materials, may be short-, mid-, or long-life A degradable material is designed to function as a biomaterial for a pre-defined life, then be digested by the body, which evokes minimal foreign body reactions at any stage The by-products must be inert The rate of decomposition must be sufficiently slow to allow the device to function Some by-products can be metabolized... 23 Biodegradable Materials Most commonly composed of polymers Often times are formed from block copolymers Degradation typically involves hydrolysable bonds Esters Carbonyls Amides Some Degradable Poly's O Poly(glycolic acid) * O C C H2 O H O C C CH3 n * Poly(lactic acid) * n * O Poly(-caprolactone) * C CH2 5 O n * Inert Polymers These polymers are intended for longterm use Highly stable Do not leach Few (if any) additives 24 Some Stable (Inert) Poly's CH3 Silicone Rubber * Si O CH3 F F n n * Teflon * C C F H H * F Polyethylene * C C H H n * Polymers Any polymer must be able to be sterilized Typical sterilization techniques Exposure to ethylene oxide Gamma irradiation Autoclave (pressure and steam) Polymers can be designed to selectively degrade with time Biomaterials: Some Common Sterilization Methods Ethylene oxide Lethal Can be problematic for polymers Pressure and Steam (Autoclave) Effective Simple, inexpensive Many polymers cannot be treated Gamma irradiation Lethal Possibly the best method, but very expensive Can damage polymers 25 Infection: Possible Strategies Surface coatings Hydroxyapatite Silver Antibiotic coatings Gentimicin Cell seeding Endothelialization Surface modified materials to prevent colonization of materials Dental Materials Dental Materials Dental biomaterials even include mercury (dental amalgams) Materials must not be susceptible to corrosion, fatigue, or fracture Microbiologically influenced corrosion can be problem Thermal expansion coefficients of material and tissue must be compatable Gold is still the best filling material available Composite materials are widely used 26 Some Orthopaedic Applications OUCH! OUCH! Hey, we can fix that! 27 IM Nails in the Femur Some Mechanics Issues Kinematics Stress Analysis Device Size MORE LATER... Materials Issues in Joints Low Friction High Hardness Fatigue Resistance Elastic Properties 28 Friction...Less is Better Responses to Foreign Objects Bone loss leading to loosening 1. Caused by sub-micron size particles (wear debris) -Hardness 2. Stress shielding -Stiffness (Elastic Modulus) 3. Infection Fracture Pain Development of an allergic response Corrosion products Metallosis A Joint Gone Bad... 29 Composite Femoral Stem Composite EPOCH femoral stems are 75% less stiff than a comparable cobalt-chromium 50% less stiff than a comparable titanium alloy implant. These implants have a cobalt-chromium alloy core surrounded by a flexible polymer material. The exterior surface is composed of a titanium fiber mesh that is designed to encourage bone in-growth Smaller sizes of the EPOCH Hip are manufactured from a titanium alloy and have a porous titanium fiber surface, but do not have the polymer middle layer found in the larger sizes. Composite Stem PolyaryletherKetone CoCr Alloy Porous Titanium Carbon Fiber Composite Stem Invibio Composite Hip Replacement system Carbon fiber reinforced PEEK Hydroxyapatite coated proximally Ceramic Femoral Head 30 Cardiovascular Biomaterials Requirements Must not evoke tissue and or blood responses Thrombosis - clotting Hemolysis - blood killing Device must not interfere with blood hemodynamics Estimated use of cardiovascular devices in the US Device Heart valves Mechanical Bioprosthetic Pacemakers Vascular Grafts Oxygenators (Cardiopulminary Bypass) Heart Assist Systems Intraaortic balloon pumps Ventricular assist devices (pulsitile, non-pulsitile) Total Artificial Hearts Implants 32000 20000 144000 160000 260000 31300 400 20+ Ball and Cage Valve 31 Current Designs Blood Vessels Polymers such as ePTFE, and woven Dacron work very well for a tissue replacement Polymers have the advantage of being heparinized Polymers should not "look like" proteins. (Nylon is an example -NH2, amine terminal group) long term implants will be resorbed Modeling Biologic Tissue Normal tissues are collagen rich All tissues are viscoelastic to some extent Viscoelastic solids can be represented using springs and dashpots Creep: Constant stress (strain increases over time) Relaxation: Constant strain (stress decreases over time) 32 Examples of Tissue Response to Rate of Loading Bone Stiffness is rate dependent Strength is rate dependent Fracture pattern is rate dependent Tendons Stiffness is rate dependent Strength is rate dependent Fracture Pattern Examples 33 Summary of Traditional Biomaterials Foreign body reaction is a natural course This reaction is not controlled The fibrous capsule can lead to device failure over time New Generation Biomaterials Foreign body reaction is surface driven Attempt to control foreign body reaction Short term is possible now Long-term solutions Combination of materials and tissue engineering Appropriate scaffolds and extra-cellular matrix Surface Modified Materials Surface chemistry and texture Non-fouling surfaces (no protein adsorption) Polyethylene glycol HO-(CH2-CH2-O)n-H Short term, in-vitro Not so good for long term, in vivo Heparin binding (non-thrombogenic) 34 PEG Background Molecular weights range from 200 to 10,000 Low MW PEG is clear, viscous liquid High MW PEG is soft, wax-like solid Solubility in polar solvents (water, ethanol, etc.) decreases with increasing MW Protein rejection excellent biocompatibility Applications Hydrogel PEG surface coatings Implants Nanoparticles Surface Coatings Source: Alcantar N, Aydil E, Israelachvili J. Polyethylene glycol-coated biocompatible surfaces. Journal of Biomedical Materials Research. 2000; 51: 343-351. Available at: http://www3.interscience.wiley.com/cgibin/abstract/72509278/ABSTRACT. 35 Surface Coatings Benefits of excellent biocompatibility on virtually any substrate Must be chemically bonded to surface, otherwise biofluid solvents remove PEG chains Amorphous silica (SiO2) deposited via PECVD Water plasma treatment creates high density of surface silanol (Si-OH) bonds Exposure to low MW (~400) PEG vapor Silanol groups react with hydroxyl groups, form covalent bonds (Si-O-C) Long-term non-fouling surfaces Most surface modified materials work better in-vitro The physiologic milieu is more complex than we know Stealth biomaterials may be unobtainable Controlling the Fibrous Capsule Surface Microarchitecture Porosity Non porous Thick capsule 5-15 microns Favorable to tissue ingrowth 36 Synthesis of New Biomaterials Hydrogels Hydrophilic cross-linked polymer structure Can absorb up to 1,000 times their dry weight in water Bond character determines biodegradation Chemically stable or biodegradable Physical hydrogels molecular entanglements, secondary bonds Chemical hydrogels covalent crosslinking Hydrogels Saturated flexible, soft, elastic Primary bound water Secondary bound water Applications: Contact lenses Tissue engineering matrices Wound closure implants 37 Tunable Structure Swelling behavior can be adjusted by various methods Complexing pH Sensitivity Temperature sensitivity Becomes a sort of "smart" material Stimulus Complex formation Complexing Insoluble macromolecular structure formed by polymers with affinity for one another Increased cross-links decrease in swelling Drug release rate will decrease Smart Material Biomaterials Science: An introduction to materials in medicine, 2nd Ed. (2004). Elsevier, NY 38 Cell Entrapment Immobilizing cells in the hydrogel forms the basis of tissue Islets of Langerhans Cartilage Photopolymerization is a common method for developing hydrogel scaffolds Allows for 3-D structures Biodegradable Cell-sheet engineering Biomimetics Biomimetic biomaterials Nacre is known to be osteoinductive Creating osteoinductive materials based on nacre Bioactive materials incorporate short oligopeptides (RGD) to emulate the ECM Acellular materials derived from tissues that include tissue growth factors 39 Patterned Biomaterials Photolithography and other fabrication techniques can be used for MEMs or patterned materials Falconneta, D.; Csucsb, G.; Grandina, H.M.; Textora, M. (2006) Surface engineering approaches to micropattern surfaces for cell-based assays. Biomaterials 27:30443063 Summary Current materials used in devices will persist for the next 10-20 years Deeper understanding of the foreign body reaction will minimize the foreign body reaction Controlling the reaction will be realized by surface chemistry, biology, and materials science collaboration Elastic Behavior Stress is proportional to strain Linear Constant of proportionality is called elastic modulus, E 900 800 700 Stress, MPa 600 500 400 300 200 100 0 0 0.01 0.02 0.03 0.04 0.05 Strain, mm/mm = E 40 Modeling of Tissue We might do this... Viscous Behavior Newtonian Fluid Stress proportional to strain rate 800 700 600 S tress, M P a 500 400 300 200 100 0 0 500 1000 1500 Strain Rate mm/mm/s & = Maxwell Model An elastic element A viscous element Series configuration Total strain is sum of individual elements E T = e + & & & T = e + 41 Maxwell Model Substituting the constitutive models into the strain rate equation produces a first order ordinary differential equation with constant coefficients & & & T = e + & & E = E E & = = e = & & + = E = E 1 Maxwell Model Relaxation response: Apply a constant strain, the stress will tend toward zero over time. & + =0 B.C. (0) = o Stress, MPa 1 50 40 30 20 10 0 0 20 40 60 Time, Days 0.006 Strain, mm/mm 0.005 0.004 0.003 0.002 0.001 0 = o exp - t ( ) Viscoelastic Summary Given simple spring and dashpot model, find relaxation time Set up a simple viscoelastic model ODE Sketch creep or relaxation response 42
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INDV 102-092 Week#6 question It is okay for me to send you grades over email. Mitsunobu Matsuzaki Question: Identify 5 key point from Chapter 3 in ,Global Problems and illustrate these points with concrete examples from the video. When I watched the
Arizona - INDV - 102
It is okay for me to send you grades over email. &quot;INVD 102-092 Gillespie Week #4, Mitsunobu Matsuzaki&quot; 1: What is a disciplined working class? Identity and describe in depth in your own words two forms of indirect resistance and two forms of direct r
Arizona - INDV - 102
TRAD101 Mitsunobu Matsuzaki Dances with wolves Time flies. This phrase just fits in the movie. It took about three hours to watch this movie; however, I did not feel it to be a long movie. As it was the first time that I watched a kind of Indian movi
Arizona - INDV - 102
inDV102-092 #10 It is okay for me to send you grades over email. Mitsunobu Matsuzaki 1: What global processes contribute to poverty? Why have the optimistic projections that the impoverished countries of Africa, Asia, and Latin America would follow p
Arizona - SOC - 277
Midterm Exam, Form A Instructions: Put your full name, your student ID number and the particular Form letter (Form A or Form B) that appears on your exam. For each question, one of the four answers is correct. Even if you have a doubt, select the BES
Arizona - SOC - 277
Midterm Exam, Form B Instructions: Put your full name, your student ID number and the particular Form letter (Form A or Form B) that appears on your exam. For each question, one of the four answers is correct. Even if you have a doubt, select the BES
Arizona - ECON - 200
KEY1. 2. 3.(D) (B) (B)4. 5. 6. 7. 8.(A) (E) (E) (C) (C)9. 10.(C) (B)11. 12.(BC) (AC)13. 14. 15. 16. 17.(AB) (B) (AC) (C) (E)Economists believe that, in a world of selfish and rational people, easy money never sits around waiting
Arizona - ECON - 200
KeyThe supply curve shifts to the right in the short run, and it shifts even further in the long run. This causes the price to fall at first and then continue to fall as the supply curve continues to shift. Another equally correct way to reach the
Arizona - ECON - 200
Price Controls in Competitive Markets1. 2. 3. 4. Motivation for price controls. Price floors. Price ceilings. Efficiency losses.Price ControlsPrice controls are laws that set the market price or put limits on it.Floors and CeilingsA price flo
Arizona - ECON - 200
Competitive FirmsDefinitionA competitive firm is one that is so small relative to its market that it has effectively no control over its price. The individual competitive firm's demand curve has infinite elasticity (is horizontal), even though the
Arizona - SOC - 277
Competitive Markets1. Competitive Markets. 2. Market supply and demand. 3. Quantities supplied, demanded, and traded. 4. Adjustment to equilibrium.Competitive MarketsA competitive market is one in which: (1) Sellers provide identical goods and bu
Arizona - ECON - 200
Economic Cost and Profit1. Three cost concepts.a. Direct cost. b. Sunk cost. c. Opportunity cost.2. Opportunity vs. acquisition cost. 3. Economic cost and profit.Does it make sense to pursue a career in professional tennis?The specific proble
Arizona - ECON - 200
Entry1. 2. 3. 4. Free entry. Implications of free entry. Normal profits. Barriers to entry.Free EntryA market has free entry if, in the long run: (1) New firms can freely enter the market. (2) Every firm in the market has the same long run cost c
Arizona - ECON - 200
Thomas MalthusLaw of Diminishing Returns&quot;An Essay on the Principle of Population&quot; (1798).1. 2. 3. 4.Malthusian entry. Law of Diminishing Returns. The Future. Technical efficiency. Breeding leads to exponential population growth. Food suppli
Arizona - ECON - 200
Marginal and Average Cost1. 2. 3. 4. 5. Cost. Marginal cost. Average cost. Properties of the AC curve. What shifts cost curves?Firm's CostsC(Q) means: the cost of producing Q units, assuming that the firm is technically efficient, and accounting
Arizona - ECON - 200
Profit-Maximizing Price and Quantity1. 2. 3. 4. New Formula for Profits. Shutdown Rule Marginal Rule. Optimal Markup.New Formula for ProfitsRecall: Recall: Profit = RC = C/Q = AC x Q = PxQAC =&gt; C Recall: RProfit = P x Q - AC x Q = (P - AC) x
Arizona - ECON - 200
Price and Product DiscriminationPrice DiscriminationPrice discrimination refers to charging different buyers different prices for the same product. The markup rule implies that a firm maximizes profits by setting a higher markup in the market with
Arizona - ECON - 200
Basic Supply and Demand Shifts1. Basic method of S&amp;D analysis. 2. What shifts the supply curve? 3. What shifts the demand curve?Changes in demand (D) vs. changes in quantity demanded (DS)When economists say that demand increases, they mean that t
Arizona - ECON - 200
Advanced Supply and Demand1. The impact of elasticity. 2. Changes in expected future prices. 3. Long run effects.Impact of ElasticityThe relative impact of a curve shift on price and quantity depends on the elasticity of the curve that is not shi
Arizona - ECON - 200
Professor G.J. Swanson Economics 200 Review Questions Set 3 1. When personal computers were first introduced in the 1980s, their price exceeded $5,000. Since then, the price has decreased dramatically. Use supply and demand analysis to explain the pr
Arizona - ECON - 200
Professor G.J. Swanson REVIEW QUESTIONS SET #2 1. 2. 3. What is the law of demand? What is the difference between a change in demand and a change in quantity demanded? Explain how the law of demand shows that the everyday concept of &quot;need&quot; is not a
Arizona - ECON - 200
Economics 200Professor G.J. Swanson REVIEW QUESTIONS SET #11. 2. 3.Define economics, microeconomics, and macroeconomics. Why economics is considered one of the Social Sciences? The best way to eliminate scarcity is to lower the prices of the s
Arizona - ANS - 215
ANS 215 ANATOMY AND PHYSIOLOGY OF DOMESTIC ANIMALS STUDY GUIDE CHAPTER TWO I. Physiochemical Properties of Solutions A. What parts of a cell membrane (protein or lipids) account for the diffusion of water-soluble substances? What parts are considered
Arizona - ANS - 215
ANS 215 ANATOMY AND PHYSIOLOGY OF DOMESTIC ANIMALS STUDY GUIDE CHAPTER 1 I. The cell, its structure and functions a. What separates the cell cytoplasm from interstitial fluid? the cellmembraneb. What are organelles? i. Highly organize physical str
Arizona - ACCT - 201
AN ALGORITHM APPROACH TO COST OF GOODS MANUFACTURED AND SOLDRAW MATERIALSWORK IN PROCESSFINISHED GOODSBEGINNING INVENTORY (FINISHED GOODS) BEGINNING INVENTORY (WORK IN PROCESS) BEGINNING INVENTORY RM (RAW MATERIALS) PURCHASES of RM (NET) RAW
Arizona - ACCT - 201
Here is a good one: Try it1.MelissaCo uses a job order costing system and applies overhead to work in process based on observed machine hours. During the period, MelissaCo incurs actual overhead costs amounting to $1,200,000. At the end of the pe
Arizona - ACCT - 201
Here is a good one: Try it1.MelissaCo uses a job order costing system and applies overhead to work in process based on observed machine hours. During the period, MelissaCo incurs actual overhead costs amounting to $1,200,000. At the end of the pe
Arizona - ACCT - 201
Consider each of the following items. Classify each item as either a PRODUCT cost or a PERIOD (S,G&amp;A) cost. If you identify an item as a PRODUCT cost, determine whether that cost would be DIRECT OR INDIRECT.a. b. c. d. e. f. g. h. i. j. k. l. m. n.
Arizona - ACCT - 201
Jessica Co. uses a job order costing system that applies overhead to WIP using a predetermined overhead application rate. You are provided with the following information related to Jessica's accounting period ended 12/31/06: Estimated OH (on 9/8/05)
Arizona - ACCT - 201
Jessica Co. uses a job order costing system that applies overhead to WIP using a predetermined overhead application rate. You are provided with the following information related to Jessica's accounting period ended 12/31/06: Estimated OH (on 9/8/05)
Arizona - ACCT - 201
DO THIS TODAY!This is an example of a question (based ONLY on the material learned through chapter 2) that you might find on the exam if I were to test you on the material through chapter 2 only. It is longer than a quiz, but less involved than the
Arizona - ACCT - 201
DO THIS TODAY!This is an example of a question (based ONLY on the material learned through chapter 2) that you might find on the exam if I were to test you on the material through chapter 2 only. It is longer than a quiz, but less involved than the