Creating an Exponential decay equation for given parameters

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SUMMARY

The discussion focuses on creating an exponential decay equation for mass flow, specifically aiming for the mass flow to reduce to half its original value in 60 seconds. The standard decay equation, m(t) = m0 * exp(-At), is modified to m(t) = m0 * (1/2)^(t/60) to achieve the desired steady state. The parameter A is calculated as A = -ln(1/2)/60, ensuring that the decay occurs correctly over the specified time frame. This formulation allows for precise control of mass flow in engineering applications.

PREREQUISITES
  • Understanding of exponential decay equations
  • Familiarity with natural logarithms and their properties
  • Basic knowledge of differential equations
  • Experience with mathematical modeling in engineering contexts
NEXT STEPS
  • Explore advanced mathematical modeling techniques for dynamic systems
  • Learn about the applications of exponential decay in fluid dynamics
  • Investigate the impact of varying parameters on system stability
  • Study the use of MATLAB or Python for simulating decay processes
USEFUL FOR

Engineers, researchers, and students involved in fluid dynamics, mathematical modeling, and control systems will benefit from this discussion, particularly those working on projects requiring precise mass flow management.

shakystew
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So, I am wanting to vary a parameter in an equation with respect to time.
  • Vary mass flow [ m(t) ] for an exponential decay to half its original value in around 60 seconds.
I know the regular decay equation where:
m(t)=m0*exp(-At)
but I want the value to approach a steady state at 60 seconds (i.e. I am decreasing my pump/mass-flow by one half over 60 seconds).

I need an equation which will allow this to occur.
 
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shakystew said:
So, I am wanting to vary a parameter in an equation with respect to time.
  • Vary mass flow [ m(t) ] for an exponential decay to half its original value in around 60 seconds.
I know the regular decay equation where:
m(t)=m0*exp(-At)
but I want the value to approach a steady state at 60 seconds (i.e. I am decreasing my pump/mass-flow by one half over 60 seconds).

I need an equation which will allow this to occur.
Is this homework?
 
It is not. It is for my current project for my research. I figured it out :)
 
Why not m(t) = m0 +B (exp(-A t)-1) with for example B=m0/2 or other adjusted values of A and B for better fit to the given conditions.
 
shakystew said:
So, I am wanting to vary a parameter in an equation with respect to time.
  • Vary mass flow [ m(t) ] for an exponential decay to half its original value in around 60 seconds.
I know the regular decay equation where:
m(t)=m0*exp(-At)
but I want the value to approach a steady state at 60 seconds (i.e. I am decreasing my pump/mass-flow by one half over 60 seconds).

I need an equation which will allow this to occur.
So you want m(60)= m0 exp(-60A)= (1/2)m0. Then you want exp(-60A)= 1/2 so -60A= ln(1/2), A= -ln(1/2)/60.
(Since 1/2< 1, ln(1/2)< 0 so A will be positive).
You have m(t)= m0e(-tln(1/2)/60))= m0etln((1/2)^(t/60))= m0(1/2)(t/60).

In fact, we could have argued from the first that it must be of that form- since it decreases by 1/2 every 60 seconds (exponential decay always decreases by the same fraction over the same time interval) the original amount must be multiplied by 1/2 every 60 seconds. In time t seconds, there are t/60 "60 second time intervals" so the original amount is multiplied by 1/2 t/60 times: (1/2)t/60.
 

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