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Analogous Physical Systems. BIOE 4200. Creating Mathematical Models. Break down system into individual components or processes Need to model process outputs as function of inputs and process states Models can be obtained experimentally Measure output using a range of inputs
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Analogous Physical Systems BIOE 4200
Creating Mathematical Models • Break down system into individual components or processes • Need to model process outputs as function of inputs and process states • Models can be obtained experimentally • Measure output using a range of inputs • Models can be obtained theoretically • Derive equations using physical principles • This lecture will focus on physical principles
Theoretical Modeling • Many real physical systems can be modeled using a combination of ideal elements • Processes represent “lumped” parameters • Idealized mechanical systems use point masses, springs, dampers • Idealized electrical circuits use resistors, capacitors, inductors • Assume spatial (3-D) properties do not affect the results of your model • Different types of idealized physical systems are governed by the same equations
Physical Variables • Physical quantities can be categorized in two groups • “Through” variables • Quantities that pass through ideal element • Value of through variable is same going into and coming out of ideal elements • “Across” variables • Quantities are measured across ideal elements • Values do not make sense unless they are measured relative to a reference point
Physical Variables • Force is a through variable because of Newton’s 3rd law • Pulling on one end of spring produces equal and opposite force on other end • Velocity, pressure and temperature are across variables because they are relative • Pressure must be measured across two points • Temperature difference is relevant in heat transfer • Velocity is relative – Newtonian frame of reference
Ideal Elements • Categorize ideal elements by how energy is transferred within the process • Processes generally transfer energy from one source to another or convert energy from one form to another • Energy dissipation – energy entering process is dissipated as heat loss • Capacitive storage – energy entering the process is accumulated as velocity or charge • Inductive storage – energy entering the process is stored as a force or electric field
Mathematical Relationships • Energy Dissipation • Through ~ Across • Energy dissipated ~ Across2 or Through2 • Capacitive Storage • Through ~ d(Across)/dt • Energy stored ~ Across2/2 • Inductive Storage • Across ~ d(Through)/dt • Energy stored ~ Through2/2