Falling Dominos Martha Buckley MIT Department of Mathematics, Cambridge, MA 02139 [email protected] (Dated: May 16, 2003) Abstract The time taken for long lines of equally spaced dominos to fall was measured for several different chain lengths (30, 50, and 89 dominos). The time for the chain to fall was found to vary linearly with the number of dominos, which suggests that the wave of falling dominos approaches a constant velocity. A theoretical model of falling dominos was developed in order to predict the critical number of dominos needed for the wave to reach a constant velocity and the value of this constant velocity based on the parameters of the system (the domino height and the spacing between the dominos). The critical number of dominos was found to be nc = 1 − K ln(1−D/H) , where H is the domino height, D is the domino spacing, and K = 2.7, an empirically determined constant. The constant velocity was found to be v = √ 6gHD/H √ 1+αm / (2) √ ln( ) 1−αm 2 , where g is the acceleration due to gravity and αm = sin−1 (D/H). These theoretical predictions were compared to experimental results for a variety of different ratios of D/H. The theoretical predictions were in relatively good agreement with the experimental results for moderate ratios of D/H, but there was large discrepancies for very large and very small domino spacings. 1 INTRODUCTION Two basic questions come to mind when considering the toppling of dominos. The first is “mathematically how can we think of falling dominos?” The second is “why would one want to model falling dominos in the first place?” Interestingly, the answer to the first question provides insight into the second. Mathematically a line of dominos can be thought of as a regularly spaced array of marginally stable elements. The dominos are marginally stable because they are in an equilibrium position, but if a domino is displaced sufficiently from the equilibrium position, it will fall. If a destabilizing force is sufficient to topple one domino, the destabilization wave can propagate through the entire array of dominos. Now that we know how to understand falling dominos mathematically, it becomes apparent that the general model of a line of falling dominos can be used to understand a variety of different (and perhaps more useful) phenomenon. The domino effect can be used to describe the propagation of neuron firing in a synapse-coupled neural network. The model of falling dominos is essentially the discrete analogue of propagation phenomenon in exothermic (heat releasing) chemical reactions modeled by the reaction-diffusion equations. On a macroscopic scale, the domino effect can be used to describe the blow down of trees in ice-laden forests (Stronge, p.155) In short, the model developed to describe falling dominos has the potential to provide insight into a large number of similar physical phenomenon. PRELIMINARY EXPERIMENT In order to investigate the dynamics of falling dominos, I set up a basic preliminary experiment (see figure 1). H is the length of the dominos, W is the thickness of the dominos, and D is the spacing between the centers of the dominos (the numerical values for the dominos that I used are given in figure 1). Three lines of dominos of different lengths (30, 50, and 89 dominos) with equal spacing (D/H = 1/2) were set up. The dominos were toppled by leaning a domino (not counted as one of the line) against the first domino in the line with an angle α = sin−1 (D/H). A metal box was placed a distance D from the final domino so that when the final domino had fallen an angle α the noise would signify that all dominos had fallen. The time, T , taken for each line of dominos to fall is illustrated in figure 2 2. The time was found to linearly increase with the number of dominos, and the T-intercept occurred at T (0) = 0.194 ± .028. These two facts suggest that the wave velocity starts at a somewhat slower speed and increases to approach a constant velocity. THEORETICAL PREDICTIONS FOR THE CRITICAL NUMBER TO REACH A CONSTANT VELOCITY Our preliminary experiment led us the the hypothesis that the velocity of the wave of falling dominos approaches a constant. Now our goal is to create a mathematical model for falling dominos and attempt to determine the constant propagation velocity and the critical number of dominos needed to reach this velocity in terms of the parameters of the system. For clarity, we will label each domino with a number 1 through N and the time period over which the jth domino falls will be labeled τj . We model a falling domino as a rigid body which rotates about its right edge (see figure 3). The surface on which the the dominos are lined up is assumed to be flat and sufficiently rough that the dominos only pivot (do not slide) against this surface. The potential energy of the domino is given by P E = mg/2(cos α + W/H sin α) (1) where H is the height of the domino, W is the thickness of the domino, m is the mass of the domino, α is the angle which the domino have rotated from the vertical, and g is the acceleration due to gravity. We define a dimensionless variable U= PE = (cos α + W/H sin α) 1/2mgH (2) which is the ratio of the potential energy of the domino after rotating an angle α to the potential energy of the domino when it is in the vertical position. Because dominos are much taller than they are thick, W/H << 1 and we can neglect the term W/H sin α. Therefore, U ≈ cos α (3) For the rest of the analysis, we will be using this approximation and therefore will essentially be treating the dominos as lines, rather than rectangles. This has profound implications because it reduces the number of parameters which describe the dynamics of the falling dominos 3 from 4 (H, D, W , and g) to 3 (H, D, and g). Using dimensional analysis (Buckingham’s Pi Theorem), we know that this will reduced the number of dimensionless groups that we can form from 3 to 2. Now we must consider a line of equally spaced dominos. The first domino falls, and when it hits the second domino, it makes an angle α1 = sin−1 (D/H) with the vertical (see figure 4). The height of the position of impact above the plane on which the dominos rest is y1 = H cos α1 . The change in potential energy of the system after the first domino falls is ∆U1 = Ui − Uf = 1 − cos α1 . Now the second domino falls and hits the third domino (see figure 5). Just as the first domino, the second domino now makes an angle α1 with the horizontal and the height above the plane is y1 . However, the first domino continues to fall as the second domino is falling. We assume that contact is maintained between the dominos after impact and the dominos slide against each other without friction. The angle that the first domino makes with the vertical at the moment that the second domino impacts the third is α2 and the height above the plane is y2 = H cos α2 . We now seek to determine the change in potential energy of the system over the period τ2 . The important aspect to notice is that while the second domino rotates by an angle α1 , the first domino rotates by an angle α2 − α1 . Since the dominos are identical, this is equivalent to a single domino rotating by an angle α2 . Therefore, the change in potential energy of the system during the period τ2 is ∆2 U = Ui − Uf = 1 − cos α2 . In general, the angle that the first domino makes with the vertical after n dominos have toppled is αn and the height above the plane is yn = H cos αn (4) . The change in potential energy of the system in the interval τn is ∆Un = Ui − Uf = 1 − cos αn (5) Now that we have described a line of falling dominos mathematically, our goal is to find the critical number, nc , of dominos after which the wave of falling dominos reaches a constant velocity. Qualitatively, we would expect this to occur when αn is close to π/2. In this case ∆Un ≈ 1 and does not change from shock to shock. Quantitatively, we must relate αn to the ratio D/H in order to find nc . By similar triangles we find the relationship ∆sn H = yn−1 −yn , yn−1 where ∆sn is the diagonal distance between consecutive intersections (between dominos n 4 and n − 1, see figure 6). As one moves backward from the leading domino (the leading domino refers to the domino on the leading edge of the wave–ie all the dominos behind the leading domino have been knocked down and all those ahead are still standing), the dominos are closer and closer to horizontal. Therefore, ∆sn → D. We can substitute this into the expression that we derived using similar triangles to conclude that yn−1 −yn yn−1 = D/H. This equation can be manipulated to yield yn /yn−1 = 1−D/H, which states that the ratio between the heights of consecutive intersections of dominos is constant. This recursion relation between yn and yn−1 can be converted to an explicit expression for yn : yn = (1−D/H)n+1 y1 . Because cos αn = yn /H, we have that cos αn = (1 − D/H)n+1 y1 H (6) In order to find the critical number of dominos to reach a constant velocity, we must solve for the value of n (which we will denote nc ) where the αnc ≈ π/2 and cos αnc = ² << 1. Solving for nc yields nc = 1 − K ln(1 − D/H) (7) K is a constant that depends on H and ², but rather than attempt to compute K we leave K to be determined experimentally. In reality, the value of K would depend on the thickness W (or a dimensionless group W/H) in addition to the ration D/H. However, our current model assumes that the thickness of the dominos is essentially zero (they are lines rather than rectangles). Therefore, it is most reasonable to allow K to be determined experimentally. EXPERIMENTAL DETERMINATION OF nc Our next goal was to determine experimentally the critical number of dominos needed for the wave to reach a constant velocity. In order to determine nc it was essential to measure the time period τi between impacts very accurately. Because this time period is on the order of 10−2 to 10−3 seconds, a high speed camera was necessary. A digital high speed camera was used at a frame rate of 500 frames per second with a 1/3600 second exposure time. Because the integration time was so short (in order to minimize blurriness), it was necessary to illuminate the (white) dominos strongly against a black background using a high-watt halogen lamp. The first 8-10 dominos were placed in the field of view of the camera, and the 5 first domino was toppled by leaning a domino (not one of the dominos whose falling time τ i is to be measured) at an angle α1 = sin−1 (D/H) against the first domino. The time at which each domino impacted the next domino was determined by stepping sequentially through each frame and determining the first frame in which the next domino was displaced. These times were subtracted in order to find the time period τi between the impacts of dominos i-1 and i and dominos i and i+1. Since the dominos are separated by a distance D, the velocity of the ith domino is vi = D/τi . The evolution of vi for D/H = .5 is illustrated in figure 7. As expected from theoretical predictions, experimentally vi was found to approach a constant within a relatively short number of dominos. The experimentally determined value of nc for a range of different ratios of D/H is plotted and compared to the theoretical predictions in figure 8. The experiment matched theoretical predictions relatively closely, although due to the finite resolution of the camera and difficulties in determining the exact frame where impact has occurred, there is likely a fair amount of error in the determination of nc . Unfortunately, this error is difficult to quantify so I chose not to include error bars. One thing to notice is that the theoretical model seems to predict that nc → ∞ as D/H → 0. However, it is important to keep in mind that D is the distance between the centers of the dominos. Since our theoretical model currently neglects the finite thickness of the dominos, it is possible for D/H → 0, but in reality the minimal value of D/H is W/H, where W is the thickness of the dominos. The vertical red line in figure 7 indicates the smallest possible value of D/H. THEORETICAL PREDICTIONS FOR THE CONSTANT PROPAGATION VELOCITY Now we attempt to make a theoretical prediction of the constant propagation velocity that will be reached after the nc dominos have fallen. Our basic method will be to use an energy balance argument in order to determine the instantaneous angular acceleration ω ∗ of the leading domino (after nc dominos have fallen) when it impacts the next domino. Then, we will use Newton’s law to find a second order differential equation describing the dynamics of the system, and the geometry of the system and the value of ω∗ will provide the initial conditions necessary to uniquely solve this differential equation. As derived earlier (see figure 2 and equation 1) the potential energy of a single domino 6 that makes an angle α with the vertical is P E = 1/2mgH(cos α + W/H cos α), and for W/H << 1, P E ≈ 1/2mgH cos α. The constant propagation velocity is observed after n c dominos and αnc ≈ π/2. Therefore, (∆P E)nc = 1/2mgH (8) Assuming that the collision is perfectly elastic, all this potential energy will be transferred to the kinetic energy of the leading domino. The kinetic energy of a body rotating about a fixed point is KE = 1/2Iω∗2 (9) where I is the moment of inertia of the domino about the axis of rotation and ω∗ = dα dt is the instantaneous angular velocity of the leading domino about the fixed point at the instant that it impacts the next domino. The moment of inertia of a domino rotating about its edge is I = 1/3m(H 2 + W 2 ) ≈ 1/3mH 2 for W << H. Equating the expressions for the potential and kinetic energy and solving for ω∗ yields the expression ω∗ = s 3g H (10) This result is interesting because it hypothesizes that the angular velocity of the leading domino at the instant of impact is independent of the spacing between the dominos. However, an experimental determination of the instantaneous angular velocity upon impact is quite difficult and verification of this result with experiment was not attempted at this time. However, the angular velocity at impact found using energy conservation can be used in order to solve for τ , the time between successive collisions in the constant velocity regime. We assume that during its fall, the leading domino is accelerated primarily by gravity. The torque Γ (the letter τ is generally used to indicate torque, but since we have defined τ to be the time between collisions, we will use Γ for torque) created by gravity about the axis of rotation is Γ = mg sin α (11) where α is the angle that the leading domino makes with the vertical. By Newton’s law Γ = Iω 0 where I is the moment of inertia about the axis of rotation and ω = (12) dα dt is the instantaneous angular velocity of the leading domino. Substituting (11) into Newton’s law yields the 7 differential equation 3g d2 α = sin α 2 dt 2H (13) This differential equation must be solved subject to the conditions that −1 0 α(0) = 0, α(τ ) = sin (D/H), and α (τ ) = q 3g/H (14) The first two conditions state that the domino starts off in a vertical position (at t = 0) and at time τ it impacts the next domino, spaced at a distance of D. The third condition states that the instantaneous angular velocity at the time of impact is ω(τ ) = ω∗ = exactly the expression that we derived above. q 3g , H which is For D/H in the range [0,.9] (which is certainly the case for a chain of dominos since for D < H no propagation will occur), the solution to (12) subject to the initial conditions (13) is well approximated by q 1 + αm / (2) √ ) τ = (3g/H)1/2 ln( 1 − αm / 2 (15) where αm = sin−1 (D/H). Therefore, the constant propagation velocity is V = D/τ , where √ τ is defined as above. A dimensionless propagation velocity V∗ = V / 3gH can be defined and V∗ = √ 2D/H √ 1+αm /√2 ln( 1−α ) m/ 2 (16) The theoretical prediction of the constant propagation velocity is shown by the solid line in figure 9. EXPERIMENTAL MEASUREMENT OF THE CONSTANT PROPAGATION VELOCITY We now attempt to experimentally verify that a constant propagation velocity is reached and experimentally determine this velocity for a variety of different ratios of D/H. A long line of equally spaced dominos was set up (the number of dominos N >> nc ), and the digital camera focused on 5-7 dominos near the end of the chain. Because N >> nc , the propagation velocity certainly should have reached a constant. As before, the time that each successive domino impacts the next was determined by stepping sequentially through each frame, and the time τi between the collisions of dominos i-1 and i and i and i+1 was determined by subtracting. The values of τi were averaged and the error in the measurement 8 was determined by finding the standard deviation, στ , of the measurements. The velocity v = D/τ was calculated and the error was determined using the error propagation formula √ σv = D/τ 2 στ . The experimentally determined dimensionless velocity V∗ = V / 3gH with appropriate error bars is compared to the theoretical predictions in figure 9. The theoretical predictions were in relatively good agreement with the experimental results for moderate ratios of D/H, but there was large discrepancies for very large and very small domino spacings. As mentioned before, our current theoretical model neglects the finite thickness of the dominos, essentially treating the dominos as line segments. However, in reality the dominos have finite thickness W and since D is the distance between their centers, the minimal value of D/H is W/H (as indicated by the vertical red line in figure 8). It is clear that neglecting the thickness of the dominos is a worse and worse approximation for smaller ratios of D/H (and the approximation is completely invalid for D/H < W/H. This provides some insight into why the for small domino spacing there was a considerable discrepancy between the theoretically predicted velocity and the experimentally determined velocity. The theoretically predicted velocity and the experimentally determined velocity also disagree significantly for very large spacings (D/H ≈ 1). This is due to the fact that the approximation that the dominos fall by pivoting only and do not slide on the surface upon which they are resting becomes worse as the angle that the dominos fall through before impacting on the next domino get larger. The fact that the dominos were not merely falling by pivoting for large spacing was apparent when they were viewed with the digital camera. Dominos were sliding all over the place, and the final resting positions were quite scattered rather than being in a neat line. CONCLUSIONS AND FURTHER WORK The theoretically determined critical number of dominos needed to reach a constant velocity was found to be in close agreement with the experimentally determined values for a wide range of ratios of D/H. However, there are still problems due to the finite resolution of the camera because for very small spacings the time between the frames is of the same order of magnitude as the time that it takes a domino to fall. There is also considerable difficulty in visually determining the frame in which the impact occurs. It might be possible to write 9 a program to determine the time of impact, in order to both achieve greater accuracy and save the considerable headache of stepping through the frames one by one. The theoretically determined constant propagation velocity matched the experimental results well for moderate spacing, but the theory broke down for both small and large spacing (D/H ≈ W/H and D/H ≈ 1). The breakdown for small spacings was due to the fact that the current theory neglects the finite thickness of the dominos. It would certainly be possible to develop similar theory, albeit more complicated, to take into account the thickness of the dominos. This theory might also allow the value of K to be calculated theoretically (because K depends on the final angle at which the dominos rest, which depends on the ratio W/D, in addition to depending on the ratio D/H ). The breakdown for large spacing is most likely due to sliding of dominos on the plane that they rest upon. This could be rectified by placing sand paper on the table in order to reducing sliding. Developing a theory to account for sliding would be quite difficult. Another shortcoming of our model is that it does not take into account the coefficient of restitution. When a domino impacts on another, it bounces back slightly. By assuming sliding contact is maintained between the dominos we have completely neglected this bouncing. Finally, our model does not consider any dissipative effects (All collisions are assumed to be elastic, and the dominos slide against each other without friction.) However, in reality, the collisions between the dominos will not be completely elastic and energy will be dissipated due to friction as the dominos slide against each other. Despite these shortcomings, our model did a decent job of predicting the critical number and the constant propagation velocity. The theoretical predictions of nc matched experiment well for a range of values of D/H. The theoretical predictions for the constant propagation velocities were within the error bars of the experimentally measured values for both experimental data points with moderate spacing between the dominos. Finally, it must be noted that there were significant errors in the experimental technique which could be reduced significantly using more sophisticated techniques and equipment. It is possible that further experiment might yield better agreement between the theoretical predictions and the experimental results (ie the disagreement may be due to inaccurate experiments as well as shortcomings of the model). Acknowledgments: Thanks to Thomas Peacock for suppling the dominos and the lab in which the experiments were done, and helping me set up the experiment. A special thanks 10 W H D FIG. 1: A regularly spaced array of dominos. The height of the dominos is H, the thickness W , and the distance between the centers of the dominos is D. In our experiment H = 5cm, W = .8, and D was varied. to the Edgerton Center for the use of their high-speed digital camera. [1] Clanet, Christophe, “Dominos Race” Beyond Science, p.1-13. [2001] [2] Stronge, W.J. and D. Shu, “The domino effect: successive destablization by cooperative neighbors”. Proceedings of the Royal Society of London, vol A 418, p.155-163, 1988. [3] Bert, Charles W. “Falling Dominos” SIAM Review, Vol 28. No 2, June 1986. 11 Time for String of Dominos to Fall 2.2 time to fall (seconds) 2 1.8 1.6 1.4 1.2 1 0.8 30 40 50 60 70 number of dominos 80 FIG. 2: The total time, T , taken for each of three lines of dominos of different lengths (N=30, 50, and 89 dominos) to fall. A linear fit to the equation T = τ N + T0 was applied to the data, and τ and T0 were determined to be τ = 0.0227 ± .0102 and T0 = 0.194 ± .028. The variation of T with N was extremely linear (the fit had an error of χ2 = .01), which suggests that the wave velocity starts at a somewhat slower speed and rapidly increases to approach a constant velocity. 12 W H α α H/2 cosα W/2sin α FIG. 3: A model of a domino rotating about its right edge after being toppled by a disturbance traveling in the +x direction (from left to right). The position of the center of mass is indicated by the large black dot. 13 y1 H α1 D FIG. 4: One Falling Domino: The first domino in the chain falls and hits the second domino. At the instant of impact the first domino makes an angle α1 = sin−1 (D/H) with the vertical. The height of the position of impact above the plane on which the dominos rest is y1 = H cos α1 . The change in potential energy of the system after the first domino falls is ∆U = Ui − Uf = 1 − cos α1 . 14 y1 α1 H α2 y2 α1 D D FIG. 5: Two Falling Dominos: After falling,the second domino now makes an angle α 1 with the horizontal and the height above the plane is y1 . The first domino continues to fall as the second domino is falling and makes an angle α2 with the vertical at the moment that the second domino impacts the third and the height above the plane is y2 = H cos α2 . We now seek to determine the change in potential energy of the system over the period τ2 . The change in potential energy of the system during the period τ2 is ∆U2 = Ui − Uf = 1 − cos α2 . 15 H α1 α2 α3 y1 y2 y3 D ∆ s2 H y1 y2 ∆s 3 y1 - y2 ∆ s2 = y H 1 y2 y3 ∆ s 3 = y2 - y3 y2 H FIG. 6: Similar triangles are used to relate the height of the position of impact (and hence the angle that the domino makes with the vertical at the instant of impact) to the diagonal distance between impacts. The similar triangles are shown for the first three impacts. 16 Evolution of Propagation Velocity for D/H=.5 110 100 90 velocity 80 70 60 50 40 30 20 10 1 2 3 4 domino number 5 6 FIG. 7: This figure shows the experimentally determined propagation velocity for the first 7 dominos for D/H = .5. The velocity starts off essentially increasing linearly with domino number and then it levels off at a constant velocity after nc ≈ 5 dominos. 17 7 Critical Number to Reach Constant Velocity 16 D/H=W=H 14 12 Nc 10 8 6 4 2 0 0.1 0.2 0.3 0.4 0.5 0.6 D/H 0.7 0.8 0.9 FIG. 8: This figure compares the theoretical prediction (solid line) for n c (as a function of D/H) to the experimentally determined values of nc for a range of values of D/H (indicated by *’s). Close agreement between experiment and theory was found. 18 1 Constant Propagation Velocities 1.4 1.2 D/H=W/H V/sqrt(3gH) 1 0.8 0.6 0.4 0.2 0 0.1 0.2 0.3 0.4 0.5 D/L 0.6 0.7 0.8 0.9 FIG. 9: This figure compares the theoretical prediction for the constant propagation velocity (solid line) to the experimentally measured velocities (*’s with error bars). Relatively good agreement between theory and experiment was achieved for small and moderate spacings (small to moderate ratios of D/H), but for large spacing the theory broke down. 19 1
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