Lab No. 2 - Bernoulli's Principle Lab

Objectives

  • Understand Bernoulli's Principle for laminar flow.
  • Understand the Equation of Continuity in fluid flow.

Physics Overview

Bernoulli's Principle along with the Equation of Continuity are the two central concepts to understand for describing laminar and inviscid flow. The former conveys the conservation of mechanical energy in fluid flow, while the latter conveys conservation of mass.


Consider the following experimental scenario: a mass \(m\) suspended in a can of water with the aid of a string as shown in Fig. 1. The volume of the mass is \(V\) and it has a uniform density \(\rho_0\), and we will assume it has a uniform cross-sectional area \(A_0\) and height \(h_0\), as shown. The tension in the string is \(T\). The can has a cylindrical cross-section of area \(A_1\) and it has a small orifice at the bottom, of cross-sectional area \(A_2\). Water streams out through the bottom orifice and the instantaneous velocity of the flow at the two cross-sections are \(v_1\) and \(v_2\) respectively.


a can with water that is draining from a small orifice at the bottom

Fig. 1: A mass \(m\) suspended in a can of water with the aid of a string. Water flows out from the orifice at the bottom and the tension changes as a function of time. Note that the view is slightly tilted so as to be able to see the 3D diagram.

The height of the top surface of the water-level is \(y(t)\), measured from the bottom of the can. The orifice is located at \(y=0\). The small mass is initially fully submerged and then as the water level gradually drops it will become partially submerged at some point, and then some time later, the water-level will drop below the suspended mass. Suppose that at some arbitrary time \(t\), the amount of the small mass submerged is \(h(t)\). When \(y(t) \geq y_0 + h_0\) then \(T=mg-F_B\) and when \(y(t)\leq y_0\) then \(T=mg\). In between the tension will vary as a function of time. We will derive this precise relationship, and we will disover that it varies quadratically as a function of time, between an upper bound of \(mg\) and a lower bound of \(mg-F_B\).


Let us however start by examining the flow of the water. We will assume that the flow is laminar. We can apply the equation of continuity as well as Bernoulli's Equation to cross-sections \(1\) and \(2\) and write:


\[A v_1 = A_2 v_2\label{eq:eq_cont}\] and


\[ \underbrace{\frac{1}{2}\rho v_1^2 + \rho g y(t) + P_0}_{\textrm{at cross-section~}1} = \underbrace{\frac{1}{2}\rho v_2^2 + 0 + P_0}_{\textrm{at cross-section~}2} \label{eq:bernoulli_eq}\].


Where \(\rho\) is the density of water and \(A\) is the cross-sectional area of the top surface of the water level at some arbitrary time. Note that when the water-level \(y(t) > y_0 + h_0\) then the cross-sectional area at the top surface of the water-level is \(A_1\), however, when the water-level drops below the top-most part of the small mass, then cross-sectional area at the top surface of the water-level becomes \(A_1-A_0\). Then again when \(y(t) < y_0 \) the cross-sectional area again becomes equal to \(A_1\). It is only when the small mass is partly submerged that the cross-sectional area is reduced. We can therefore write:


\[ \begin{align} A = \left\{ \begin{array}{cc} A_1 & \hspace{5mm} y(t) > y_0 + h_0 \\ A_1 - A_0 & \hspace{5mm} y_0 \leq y(t) \leq y_0 + h_0 \\ A_1 & \hspace{5mm} y(t) < y_0 \\ \end{array} \right. \end{align}\]


Substituting Eq. \eqref{eq:eq_cont} into Eq. \eqref{eq:bernoulli_eq} we get after some algebra:


\[\left(\frac{A^2}{A_2^2}-1 \right)v_1^2 = 2g y(t), \] which yields


\[ \implies v_1 = \sqrt{\frac{2gy(t)}{A^2/A_2^2-1}}~.\]


Recognizing that


\[v_1 = -\frac{dy(t)}{dt},\] we get:


\[ \frac{dy}{dt} = -\sqrt{\frac{2gy}{A^2/A_2^2-1}}~.\label{eq:dydt}\]


Where we have written \(y \equiv y(t)\) for brevity.


Putting


\[ \kappa = \sqrt{\frac{2g}{A^2/A_2^2-1}},\] we get:


\[ \frac{dy}{dt} = -\kappa y^{1/2}~. \label{eq:ode}\]


This is an ordinary differential equation and can be integrated with ease, however care must be taken when performing the integral as the prefactor \(\kappa\) depends on the height of the water level.


\[ \begin{align} \kappa = \left\{ \begin{array}{cc} \kappa_1 & \hspace{5mm} y(t) > y_0 + h_0 \\ \kappa_2 & \hspace{5mm} y_0 \leq y(t) \leq y_0 + h_0 \\ \kappa_1 & \hspace{5mm} y(t) < y_0 \\ \end{array} \right. \end{align}\] where:


\[\kappa_1 = \sqrt{\frac{2g}{A_1^2/A_2^2-1}}\] and


\[\kappa_2 = \sqrt{\frac{2g}{(A_1-A_0)^2/A_2^2-1}}.\]


Suppose the initial level of the water is \(y_m\) at \(t=0\). Then we can integrate this differential equation in Eq. \eqref{eq:ode} in three parts depending on the prefactor \(\kappa\). First we integrate from the initial water-level (\(y_m\)) to some arbitrary time before the water-level drops to \(y_0+h_0\). For the second part of the integral we will then integrate from when the water-level drops from \(y_0+h_0\) to some some arbitrary level \(y>y_0\), and finally we will integrate from when the water-level drops from \(y_0\) to some arbitrary height \(y < y_0 \). Thus, we will obtain three different expressions for \(y(t)\). We have to do the same integral three times, in the three different regimes.


First let us look at the regime \(y_0+h_0 < y(t) < y_m \):


\[ \int_{y_m}^y\frac{dy}{\sqrt{y}} = -\int_0^t \kappa_1 dt, \] which immediately yields,


\[ 2\left(\sqrt{y}-\sqrt{y_m}\right) = - \kappa_1 t \]


\[ \implies y(t) = \left(\sqrt{y_m} - \frac{1}{2}\kappa_1 t\right)^2; \qquad y_0+h_0 < y(t) < y_m \label{eq:first_regime}\]


The time it takes for the water-level to drop from \(y_m\) to \(y_0+h_0\) is:


\[ t_1 = \frac{2\left(\sqrt{y_m} - \sqrt{y_0+h_0}\right)}{\kappa_1} \label{eq:t1}\]


Next, let us look at the second regime; \(y_0 < y(t) < y_0+h_0 \):


\[ \int_{y}^{y_0+h_0}\frac{dy}{\sqrt{y}} = -\int_{t_1}^t \kappa_2 dt, \] which immediately yields,


\[ 2\left(\sqrt{y_0+h_0}-\sqrt{y}\right) = - \kappa_2 (t-t_1) \]


\[ y(t) = \left(\sqrt{y_0+h_0} - \frac{1}{2}\kappa_2 (t-t_1)\right)^2; \qquad y_0 < y(t) < y_0 + h_0 \label{eq:second_regime}\]


The time it takes for the water level to drop to \(y_0\) is given by:


\[t_2 = \frac{2\left(\sqrt{y_0+h_0} - \sqrt{y_0}\right)}{\kappa_2} - t_1 \label{eq:t2}\]


Compare Eq. \eqref{eq:second_regime} with Eq. \eqref{eq:first_regime}. Finally let us look at the third regime; \(0 < y(t) < y_0 \):


\[ \int_{y_0}^y\frac{dy}{\sqrt{y}} = -\int_{t_2}^t \kappa_1 dt, \] which immediately yields,


\[ 2\left(\sqrt{y}-\sqrt{y_0}\right) = - \kappa_1 (t-t_2) \]


\[ \implies y(t) = \left(\sqrt{y_0} - \frac{1}{2}\kappa_1 (t-t_2)\right)^2; \qquad 0 < y(t) < y_0 \label{eq:third_regime}\]


The time it takes for the water level to drop to \(y=0\) is given by:


\[ t_3 = \frac{2\sqrt{y_0}}{\kappa_1} - t_2. \]


Combining Eqs. \eqref{eq:first_regime}, \eqref{eq:second_regime} and \eqref{eq:third_regime} we get a piece-wise continuous function for \(y(t)\) given by:


\[ \begin{align} y(t) = \left\{ \begin{array}{cc} \left(\sqrt{y_m} - \frac{1}{2}\kappa_1 t\right)^2; & \hspace{5mm} 0 \leq t < t_1 \\ \left(\sqrt{y_0+h_0} - \frac{1}{2}\kappa_2 (t-t_1)\right)^2; & \hspace{5mm} t_1 \leq t < t_2 \\ \left(\sqrt{y_0} - \frac{1}{2}\kappa_1 (t-t_2)\right)^2; & \hspace{5mm} t_2 \leq t < t_3\\ \end{array} \label{eq:ytfull} \right. \end{align} \]


We can immediately take the derivative of Eqs. \eqref{eq:ytfull} to get:


\[ \begin{align} -v_1=\frac{dy}{dt} = \left\{ \begin{array}{cc} \frac{1}{2}\kappa_1^2 t - \kappa_1 \sqrt{y_m}; & \hspace{5mm} 0 \leq t < t_1 \\ \frac{1}{2}\kappa_2^2 (t-t_1) - \kappa_2 \sqrt{y_0+h_0}; & \hspace{5mm} t_1 \leq t < t_2 \\ \frac{1}{2}\kappa_1^2 (t-t_2) - \kappa_1 \sqrt{y_0}; & \hspace{5mm} t_2 \leq t < t_3\\ \end{array} \label{eq:dydtfull} \right. \end{align} \] \(v_2\) can be determined according to Eq. \eqref{eq:eq_cont}.


Presently, let us turn our attention to the small mass and the balance of forces on it. At any given time the net force on the small mass is zero, therefore we can write:


\[F_B + T = mg\]


\[ \implies T = mg - F_B \label{eq:T}\]


Taking the derivative of Eq. \eqref{eq:T} with respect to time we obtain:


\[ \frac{dT}{dt} = -\frac{dF_B}{dt} \label{eq:dTdt}\]


Now, the buoyant force is given by Archimedes's Principle as the weight of the volume of water displaced by the submerged mass. The buoyant force on the small mass depends on the submerged height \(h(t)\). Then, the volume of water displaced is given by \(V(t) = A_0 h(t)\) and subsequently the buoyant force is given by:


\[ \begin{align} F_B = \left\{ \begin{array}{cc} \rho A_0 h_0 g; & \hspace{5mm} 0 \leq t < t_1 \\ \rho A_0 g \left[ \left(\sqrt{y_0+h_0} - \frac{1}{2}\kappa_2 (t-t_1)\right)^2 - y_0 \right]; & \hspace{5mm} t_1 \leq t < t_2 \\ 0; & \hspace{5mm} t_2 \leq t < t_3\\ \end{array} \label{eq:FBfull} \right. \end{align} \]


Upon examining Eqs. \eqref{eq:FBfull} it is immediately evident that the buoyant force is constant in the time interval \(0 < t \leq t_1\) and in the time interval \(t_2 < t \leq t_3\), but changes with time in the time interval \(t_1 < t \leq t_2\). This means that the tension in the string is therefore also constant in the first and last interval and varies with time in the second interval. Let us take the derivate of the buoyant force given in Eqs. \eqref{eq:FBfull} to get:


\[ \begin{align} \frac{dF_B}{dt} = \left\{ \begin{array}{cc} 0; & \hspace{5mm} 0 \leq t < t_1 \\ \rho A_0 g \left[ \frac{1}{2}\kappa_2^2 (t-t_1) - \kappa_2 \sqrt{y_0+h_0} \right]; & \hspace{5mm} t_1 \leq t < t_2 \\ 0; & \hspace{5mm} t_2 \leq t < t_3\\ \end{array} \label{eq:dFBdt} \right. \end{align} \]


Substituting Eqs. \eqref{eq:dFBdt} into Eq. \eqref{eq:dTdt}, we get:


\[ \begin{align} \frac{dT}{dt} = \left\{ \begin{array}{cc} 0; & \hspace{5mm} 0 \leq t < t_1 \\ -\rho A_0 g \left[ \frac{1}{2}\kappa_2^2 (t-t_1) - \kappa_2 \sqrt{y_0+h_0} \right]; & \hspace{5mm} t_1 \leq t < t_2 \\ 0; & \hspace{5mm} t_2 \leq t < t_3\\ \end{array} \label{eq:dTdtfull} \right. \end{align} \]


Comparing the second expressions in Eqs. \eqref{eq:dTdtfull} and \eqref{eq:dydtfull} we see that:


\[ \frac{dT}{dt} = \rho A_0 g v_1(t) \qquad;\quad t_1 \leq t < t_2 \] which yields:


\[v_1(t) = \frac{1}{\rho A_0 g}\cdot\frac{dT}{dt} \qquad;\quad t_1 \leq t < t_2 \label{eq:v1fromdTdt}\]


In the first and last intervals in Eqs. \eqref{eq:dTdtfull} the tension in the string is constant; it is only in the second interval that tension varies with time. The differential equation in Eq. \eqref{eq:dTdtfull} can be readily integrated to give tension as a function of time in the second interval. Let us rewrite just the differential equation in the second interval:


\[ \frac{dT}{dt} = -\rho A_0 g \left[ \frac{1}{2}\kappa_2^2 (t-t_1) - \kappa_2 \sqrt{y_0+h_0} \right]; \qquad t_1 \leq t < t_2\]


Integrating yields:


\[ \int_{(mg-\rho A_0 h_0 g)}^{T} dT = \int_{t_1}^t -\rho A_0 g \left[ \frac{1}{2}\kappa_2^2 (t-t_1) - \kappa_2 \sqrt{y_0+h_0} \right] dt \]


This is straight-forward to integrate and immediately yields after some simplification:


\[ T(t) = -\alpha t^2 + \beta t + \gamma; \qquad t_1 \leq t < t_2. \]


Where \(\alpha,~\beta,\) and \(\gamma\) are constants given by:


\[ \begin{align} \alpha &= \frac{1}{4}\rho A_0 g \kappa_2^2\\ \beta &= \rho A_0 g \kappa_2 \sqrt{y_0 + h_0} + \frac{1}{2}\rho A_0 g \kappa_2^2 t_1\\ \gamma &= mg - \rho A_0 h_0 g - \rho A_0 g \kappa_2 \sqrt{y_0 + h_0} t_1 - \frac{1}{4}\rho A_0 g \kappa_2^2 t_1^2 \end{align}\]


Therefore the magnitude of the tension can be written as:


\[ \begin{align} T(t) = \left\{ \begin{array}{cc} mg - \rho A_0 h_0 g \quad; & \hspace{5mm} 0 \leq t < t_1 \\ -\alpha t^2 +\beta t + \gamma \quad; & \hspace{5mm} t_1 \leq t < t_2 \\ mg \quad\qquad\qquad; & \hspace{5mm} t_2 \leq t < t_3\\ \end{array} \label{eq:Tfull} \right. \end{align} \]


Taking the derivative of the tension with respect to time we get:


\[ \begin{align} \frac{dT}{dt} = \left\{ \begin{array}{lc} 0 \qquad; & \hspace{5mm} 0 \leq t < t_1 \\ -2\alpha t +\beta \quad; & \hspace{5mm} t_1 \leq t < t_2 \\ 0 \qquad; & \hspace{5mm} t_2 \leq t < t_3\\ \end{array} \label{eq:dTdtfull_compact} \right. \end{align} \]


Substituting the second equation of Eq. \eqref{eq:dTdtfull_compact} into Eq. \eqref{eq:v1fromdTdt} we get \(v_1(t)\) as:


\[ \boxed{v_1(t) = \frac{-2\alpha t +\beta}{\rho A_0 g} \qquad;\quad t_1 \leq t < t_2} \label{eq:v1final} \] and we can immediately determine \(v_2(t)\) as:


\[ \boxed{v_2(t) = \frac{(A_1-A_0)(\beta-2\alpha t)}{\rho A_2 A_0 g} \label{eq:v2final} \qquad;\quad t_1 \leq t < t_2.}\]


If you would like to learn more about Bernoulli's Equation, see the following video.



Apparatus

For carrying out the experiment you will need the following equipment (see Fig. 2):

  • iOLab Device and corresponding USB Dongle.
  • A computer with iOLab data logging software installed.
  • A number of books.
  • A tea bag with string.
  • Scotch tape.
  • A small pebble or a rock.
  • A can with a small hole at the bottom.
  • A rubber stopper.
  • Some water.
  • A measuring tape.
  • A large vessel to catch the water.
apparatus for equipment

Fig. 2: Figure showing apparatus needed for carrying out the Bernoulli's Principle lab. Clockwise from the top left: some thread, e.g. sewing thread will suffice, a can with a small hole at the bottom with a rubber stopper inserted, a small pebble or rock, a tea bag.

Give it a go!

give_it_a_go

Procedure

The video below shows what you will be doing in the lab today.


The procedure to be followed for doing the experiment is given below:


Recording the string tension as the water drains:


You should have the equipment set up from the Archimedes' Principle lab, but if not then follow steps \(1\) to \(8\) below. If you already have the equipment setup from before then you can jump to step \(9\):


  1. Cut open the tea bag at the bottom of the tea bag and empty out the tea.
  2. Insert the small pebble into the tea bag and tape over with a scotch tape generously to fully enclose the pebble; see Fig. 3. When done, your pebble should be housed snugly inside the tea bag and the tape should render the tea bag water-proof.
  3. Find a suitable table with a relatively flat top.
  4. Next tie a piece of string about \(15~\textrm{cm}\) long to top of the iOLab device. At the bottom of the iOLab device attach the eye bolt to the force probe. Refer to Fig. 4.
  5. Next find a suitable hardbound book, one which is at least \(4-5~\textrm{cm}\) thick and at least \(25~\textrm{cm}\) long.
  6. Tie a loop of string about one end of the book. Refer to Fig. 4.
  7. Attach the loose end of the string which is attached to the top of the iOLab device to the loop of string which is tied around one end of the book (see Fig. 4). Ultimately, you must be able to suspend your iOLab device as shown in Fig. 4. When properly suspended, the strings should form a "Y" shape as can be seen in Fig. 4.
  8. Finally attach the tea bag string that holds the pebble to the eye bolt at the bottom of the iOLab device as shown in Fig. 5.
  9. Place the book with the iOLab device attached to it over the edge of the table as shown in Fig. 4, so that the iOLab device is suspended, and the pebble is in turn suspended from the eye bolt at the bottom of the device.
  10. Measure the height of the pebble. Take three measurements and average them.
  11. Measure the diameter of the pebble at three(\(3\)) locations along its height and take the average. Use this average value to estimate its approximate cross-sectional area, treating the pebble as a cylinder.
  12. Measure the diameter of the can. Note that the diameter of the orifice at the bottom of the can is \(3.175~\textrm{mm}\). Use these values to determine the approximate cross-sectional areas of the top of the can and the orifice, respectively.
  13. Place the empty can with the stopper on the floor directly beneath the suspended pebble.
  14. Raise the height of the can with the aid of books placed underneath the can to raise it enough such that the pebble is fully inside the can and suspended approximately in the centre of the can; see Fig. 6. Turn the can to ensure that the stopper points in a direction away from the books.
  15. Now fill the can with water. The water level should be at least \(2~\textrm{cm}\) above the top-most part of the pebble. Measure the height of the water-level, measured upwards from the location of the orifice.
  16. Measure (very approximately) the height to the bottom of the submerged pebble, again measured upwards from the location of the orifice.
  17. Place a large vessel underneath the can to collect water once the stopper is removed.
  18. Now, turn the iOLab device on and select the force probe on the iOLab software. Record data for about \(20~\textrm{s}\).
  19. While the data is recording, gently remove the rubber stopper from the small orifice at the bottom of the can, allowing the water to drain out of the can and into the vessel placed below it. Wait until all the water has drained out before stopping the recording of data.

wrapped pebble

Fig. 3: A pebble inserted into a tea bag and wrapped with scotch tape.

how to suspend the iolab device

Fig. 4: Image showing how to suspend the iOLab with the aid of some string and a book.

suspended pebble

Fig. 5: Image showing how to suspend the pebble from the iOLab device.

suspended pebble

Fig. 6: Image showing how to suspend the pebble such that it is submerged inside the water in the can.

Data Analysis


The following video shows how to analyse the collected data for determining the string tension in the so-called first and the last regimes; i.e., when the pebble is fully submerged and the buoyant force is constant and second when the water level has fallen below the pebble and it is fully exposed, hence the buoyant force is zero.


Figure 7 below shows how to determine the average value of the tension in the string during the time when the pebble is fully submerged in the water. This corresponds to the tension in the string when the water drains, however the pebble remains fully submerged.



average value of tension when pebble is fully submerged

Fig. 7: Image showing how to determine the average value of the tension in the string when the pebble is fully submerged.

Figure 8 below shows how to determine the average value of the tension in the string during the time when the water level is below the pebble and there is no buoyant force.



average value of tension when the water level drops below the pebble

Fig. 8: Image showing how to determine the average value of the tension in the string when there is no buoyant force on the pebble. This happens when the water level falls below the pebble as it drains out of the can.

In order to carry out your calculations use as the density of water \(\rho = 1000~\textrm{kg/m}^3\).


The video below show you how to export your data into a CSV file so that you can carry out the analysis on the data using a spreadsheet software.



The following video shows how to analyse the collected data in MS Excel for determining the string tension in the so-called second regime; i.e., when the pebble is partly submerged and the buoyant force gradually diminishes as the water level drops in the can.


Once you have analysed the data for the changing tension in the string while the water drains, you should obtain a plot that looks similar to the one shown in Fig. 9.

example plot of tension

Fig. 9: Sample plot of the tension in the string as a function of time, as the water drains from the can.

From the equation for the trendline (a polynomial of order \(2\), you should be able to get the experimental values for \(\alpha\) and \(\beta\), which are the coefficients of the two leading order terms in the equation. Thus, for the sample data shown in Fig. 9, the values are \(\alpha = 5\times 10^{-5}~\textrm{N/s}^2\) and \(\beta = 0.0134~\textrm{N/s}\), your values will of course be different and will depend on a number of factors, such as the dimensions of the pebble, its density et cetera.


Finally, the video below shows you how to determine the time intervals \(t_1\) and \(t_2\) experimentally. These experimentally determined values can be compared with the theoretical exstimates from Eqs. \eqref{eq:t1} and \eqref{eq:t2}.



Report Considerations

Make sure you include the following in your lab report:

  • Include two (\(2\)) plots of force sensor reading for the experiment, distinctly showing the regimes when the tension in the string is constant. (see Figs. \(7\) and \(8\) above).
  • Include one (\(1\) example snapshot showing your analysis of the data for the string tension. (see Fig. \(9\) above).
  • Describe the sources of error in your experiment. What can you say about the different assumptions that are made?
  • Include a data table of your measured quantities such as the table shown in Table 1 below.
  • Include a data table comparing theoretical and experimental quantities such as the table shown in Table 2 below.
  • Once you have obtained theoretical and experimental values for \(\alpha\) and \(\beta\) (see Table 2 below), obtain theoretical and experimental versions for the velocities \(v_1(t)\) and \(v_2(t)\) using Eqs. \eqref{eq:v1final} and \eqref{eq:v2final}. Make two (\(2\)) separate plots showing theoretical and experimental plots of \(v_1\) and \(v_2\) as functions of time for comparison. Remember these expressions are only valid when \(t_1 \leq t < t_2 \), therefore in your plots choose the time variable accordingly.
Questions to answer in the discussion section.
  • Explain whether or not the assumption that the pebble is a cylinder is justified?
  • Would the time it takes for the can to completely drain be different, if the pebble were not immersed at all to begin with?
  • Is it justified to call the flow laminar, why or why not?

Table of measured quantities

Table 1: Sample table of measured quantities.

Table of comparison

Table 2: Sample table of comparison between theoretical and experimenally obtained quantities.