Meli - Stroshein Zirconium vs. an Unknown Metal Angelica Meli and David Stroshein Macomb Mathematics Science Technology Center Chemistry 10C Jamie Hilliard, Mark Supal, Christine Dewey May 23, 2011 1 Meli - Stroshein Table Contents Introduction ................................................................................................ 1 Background ................................................................................................ 2 Review of Literature: Specific Heat ............................................................ 4 Review of Literature: Linear Thermal Expansion ....................................... 6 Problem Statement .................................................................................... 8 Experimental Design: Specific Heat ........................................................... 9 Experimental Design: Linear Thermal Expansion .................................... 12 Data and Observations: Specific Heat ..................................................... 14 Data and Observations: Linear Thermal Expansion................................. 18 Data Analysis and Interpretation: Specific Heat ....................................... 22 Data Analysis and Interpretation: Linear Thermal Expansion .................. 26 Conclusion ............................................................................................... 31 Application ............................................................................................... 33 Appendix A: Labquest .............................................................................. 34 Appendix B: Constructing a Calorimeter .................................................. 35 Appendix C: Jig ........................................................................................ 36 Works Cited ............................................................................................. 37 2 Meli - Stroshein Introduction: Determining whether an unknown metal is Zirconium may seem like an impossible feat, but a research project achieved this utilizing chemistry. This was accomplished by comparing two intensive properties of the metals. Intensive properties are used to identify a substance, regardless of the quantity. The objective of this experiment was to determine if the unknown metal was Zirconium. First, an experiment was performed to calculate the specific heat of the Zirconium metal sample. Next, the specific heat of the unknown metal sample was experimentally determined. These values were then compared to each other using a two-sample t -test to see if the metals were the same or different. Afterward, an experiment was executed to calculate the linear thermal expansion coefficient of the Zirconium sample. Subsequently, the linear thermal expansion coefficient of the unknown sample was experimentally ascertained. Again, a twosample t -test was implemented to interpret the data. The scientists lastly had to decide whether the metals were the same. They did this using percent error and a two-sample t -test. Since the data were of a fairly normal distribution, the p-value was reliable. The small p-value obtained allowed the scientists to conclude that the unknown metal was not Zirconium. As shown by this project, chemistry can be applied to a multitude of real-world problems, including the accurate determination of whether an unknown metal was Zirconium. 1 Meli - Stroshein Background: The element Zirconium was discovered in 1787 by Martin Heinrich Klaproth while analyzing jargon. In 1824, Jons Jacob Berzelius isolated it. Finally, in 1914, it was made into a pure form (Stwertka 117). Zirconium is obtained from mined baddeleyite (ZrO2). This goes through Sand Chlorination and the Kroll Process to isolate the Zirconium, as shown in Figures 1 and 2 (“Zirconium | Essential Information”). ZrO2 (s) 2Cl2 ( g ) 2C( g ) ZrCl4 (s) 2ClO( g ) Figure 1. Extraction of Zirconium Tetrachloride Starting With Baddeleyite ZrCl 4 (s) 2Mg (aq) 2MgCl 2 (aq) Zr (s) Figure 2. Extraction of Zirconium In Figure 1, zirconium dioxide reacts with two molecules of dichloride and two molecules of carbon to produce zirconium tetrachloride and two molecules of hypochlorite. Then, through the Kroll process in Figure 2, the Zirconium tetrachloride reacts with two molecules of magnesium, producing zirconium in its pure form and magnesium chloride (“Zirconium | Essential Information”). Intensive properties can be used to determine Zirconium’s unique characteristics. The density of Zirconium is 6.511 g/cm3, higher than that of water, which is 1 g/cm3 (“Density Chart of the Elements"). The specific heat of Zirconium is 0.27 J/g*ºC and is much lower than water’s being 0.39 J/g*ºC ("Specific Heat Capacity Table"). Zirconium’s linear thermal expansion coefficient is 5.7 m/(m*k) ("Coefficients of Linear Expansion"). Water’s is 51 m/(m*k), and thus its bonding energy is stronger than that of Zirconium ("Thermal Expansion"). Other intensive properties can be used to identify Zirconium than just these three. The melting 2 Meli - Stroshein point of Zirconium is 1852 ºC, which is higher than 32 ºC for water ("List of Elements of the Periodic Table”). Also, the boiling point of Zirconium is 4377 ºC and water’s is 100 ºC ("Chemical Elements.com”). All of these values mean that Zirconium’s atoms are held a lot tighter than water’s. This is because Zirconium is a solid and water is a liquid. The molecules in Zirconium have less room to move due to tighter bonds. Since these bonds are so strong, more energy is required to them, unlike water’s who are free moving. [Kr] 4d2 5s2. Figure 3. Electron configuration of Zirconium. Figure 3 shows Zirconium has four valence electrons. Zirconium has 40 protons, 40 electrons, and 51 neutrons (Watt 4-5). Thus, Zirconium’s atomic mass is 91 g/mol, which is slightly less than the median value (Chang A-6). The quantity of protons is what makes Zirconium unique among all elements, giving Zirconium its intensive properties for its identification. The 40 electrons show that it is in its ground state of no net charge. The 51 neutrons increase its atomic mass (Watt 5). This metal is used for the production of products because it is durable. One main use for zirconium is to coat a dental crown, allowing it to last long (“Zirconium Basic Uses”). On a much bigger scale, 90% of used zirconium is in nuclear reactors because zirconium has a low neutron-capture cross-section (“Neutron Capture”). By having a low neutron-capture cross-section, neutrons will not be lost as much (Stwertka 118). Review of Literature for Specific Heat: 3 Meli - Stroshein The specific heat of an element was an intensive property that was unique to every element. It can be used to figure out if the unknown metal was Zirconium because the specific heat of the unknown sample must match the specific heat of Zirconium. If there was no match, they were more than likely different metals, but that could be difficult to determine because the values of specific heat were close. For example, the specific heat of Zirconium was 0.27 J/g*ºC. Another metal, Niobium, has a specific heat of 0.26 J/g*ºC which was very close to Zirconium ("Specific Heat Capacity Table"). Other elements were even closer in value and it can be difficult to distinguish between elements. Specific heat was basically “the amount of heat required to change the heat content of exactly one gram of a material by exactly one degree Celsius (“Specific Heat”). On an atomic level, heat was absorbed by the atoms in the metal and they began to vibrate faster and faster as they heated up. This then raised the temperature of the metal and allowed for the determination of how much heat was needed to raise the temperature of one gram of the metal one degree Celsius (Pauling 326). To calculate specific heat, specific heat, s, was equal to the amount of heat released in Joules, q, divided by the quantity of the mass in grams, m, multiplied by the change in temperature, ∆T. s q m T In the experiments, the addition of the metal to the water changed the amount of heat in the system, which was enthalpy, and allowed for the calculating of specific heat. One experiment to test for specific heat was to heat up a metal to a desired temperature and to note what constant temperature it has reached. 4 Meli - Stroshein Then the metal was placed into a beaker filled with water and the temperature the water changed to was recorded. This was called the equilibrium because a balanced temperature was achieved. Then the specific heat was calculated and compared to known values ("Specific Heat Experiment" 1-12). Another experiment to identify the specific heat of a metal involved the use of a calorimeter. This isolated system prevented the loss of mass and heat so accurate results were obtained. First, a needed amount of water was weighed and then put into the calorimeter. After that, the metal was put in a tube containing boiling water to absorb heat. Finally the metal was moved quickly into the calorimeter and the equilibrium temperature of the water (“Calorimetry Specific Heat"). This experiment was used to identify if the unknown metal matched the known value of Zirconium because they tested an intensive property, which was specific heat, of the metal. The methods of the experiments were applicable to the design of the project because they tested the specific heat of the metal and allowed for the comparison to Zirconium’s specific heat. Therefore, allowing for the determination if the metals could possibly be the same or different. In these specific heat experiments, the metal exothermically released heat into the water. This was what caused it to have an endothermic absorption of heat and reach an equilibrium temperature. These changes in temperature and the masses of the metal and the water were what allowed the scientists to find out if the metal matched Zirconium. 5 Meli - Stroshein Review of Literature: Linear Thermal Expansion: Linear thermal expansion was the increase of an object’s length due to heating. This was explained by the kinetic molecular theory. When an object is heated, its atoms gain energy. Thus, they move faster and farther apart, which consequently increases the size of the object ("223 Physics Lab: Linear Thermal Expansion"). The equation to calculate the linear thermal expansion coefficient was the quantity of the object’s final length, L final , minus its initial length in meters, Linitial . This was then divided by the initial length, Linitial , multiplied by the quantity of the final temperature in Kelvin, T final , minus the initial temperature, Tinitial ("Thermal Expansion Equations Formulas Calculator - Linear Coefficient"). a L final Linitial Linitial (T final Tinitial ) Linear thermal expansion coefficient was an effective way to decide if the second metal rod was Zirconium ("Study of Heat Capacity Enhancement in Some Nanostructured Materials"). Since it was an intensive property, each metal had its own unique expansion coefficient. It was 5.7 for Zirconium ("Coefficients of Linear Expansion"). The linear thermal expansion coefficient of silver was 19.5 (10-6 m/m K), and 22.2 (10-6 m/m K) for aluminum ("Coefficients of Linear Expansion."). Thus, the bonds between the atoms of zirconium are weaker and less strongly attracted to each other than, with higher electronegativity and than that of silver or aluminum. On an atomic level, this was because zirconium has more shielding than aluminum. Zirconium has more energy levels. Also, 6 Meli - Stroshein Zirconium has fewer protons than Silver, so surrounding atoms are less attracted to it. In an experiment to measure linear thermal expansion of a metal rod, the scientist first measured the length of the rod at room temperature. Then, the scientist pumped heated water through it, an endothermic process for the metal. Each minute, the scientist recorded the length. From there, the coefficient was found. ("Thermal Expansion Expt"). Another experiment measured the linear thermal expansion coefficient with an apparatus. First, the length of the metal rod was measured. The rod and thermometer were placed into an apparatus, a tool for measuring the temperature and length. The hose from the boiler was attached to the metal jacket. Steam was passed through for five minutes. Meanwhile, the scientist measured the length and temperature every two minutes. The temperature was converted from Celsius to Kelvin. Afterward, the equation was used to find the linear thermal expansion coefficient ("Coefficient of Linear Thermal Expansion"). Additionally, linear thermal expansion was significant in industrial projects. Sidewalks and roads are built accounting for linear thermal expansion. It was important to see how much the object will expand, and whether this will cause cracks or potholes. An object of a high linear thermal expansion coefficient must be allowed to expand; otherwise, the object can get damaged. Thus, bridges have expansion joints ( "Temperature and Thermal Expansion."). In this way, linear thermal expansion has a role in the industrial world. 7 Meli - Stroshein Problem Statement: Is it possible to compare a known metal sample’s intensive properties to an unknown metal sample’s intensive properties to determine if they were the same? Hypothesis: If the values of specific heat and linear thermal expansion in of an unknown metal sample are compared against those of a known sample, then the unknown sample can be determined to be the same or different. Data Measured: To compute specific heat in J/g*˚C, the water in the calorimeter’s and the metal’s temperature was measured in degrees Celsius at the beginning and end of the experiment, the mass of the water in the calorimeter was measured in milliliters, and the metal’s mass was measured in grams. To calculate the linear thermal expansion coefficient, the length of the rod was measured in inches before it was heated, the change in length was measured in inches while it cooled down, and the metal’s temperature was measured in degrees Celsius before and after heating. 8 Meli - Stroshein Experimental Design: Specific Heat: Materials: Calorimeter Zirconium samples A and B Unknown metal samples A and B Tap water Metal tongs Labquest Labquest Temperature Probe (0.01 ºC precision) Corning PC-35 Hot Plate Loaf pan (5.5” x 3” x 2”) OHAUS GA200 Scale (0.0001 g precision) 50 mL Graduated cylinder Thermometer (0.1 ºC precision) TI-Nspire calculator Procedures: *Safety Precaution: Wear gloves, lab coat and goggles. Also, be extra careful when dealing with heated equipment to avoid injury. 1. Construct the calorimeter (See Appendix A: Calorimeter Construction). An example of a calorimeter can be seen in Figure 4. 2. Put the temperature probe into the calorimeter through the hole in the calorimeter’s cap. 3. Fill the calorimeter with 40 mL of tap water using the graduated cylinder. 4. For each trial, randomly select Metal Sample A or B to use using the TI-Nspire calculator’s random integer function. 5. Record the weight of the metal sample before using it. 6. Fill the loaf pan with enough tap water to submerge the metal and place it on the hot plate. 7. Allow the water to heat up until it boils for three minutes. It should reach 100 ºC. 8. Place the metal sample into the water and let it stay in the loaf pan for five minutes. 9 Meli - Stroshein 9. Start recording the temperature of the calorimeter’s water with the Labquest and its temperature probe (See Appendix B) thirty seconds before adding the metal. 10. Continue recording the temperature for the rest of the experiment. At the beginning, this will be the initial temperature and at the end it will be the equilibrium temperature, which is where the line representing temperature stays constant on the Labquest’s graph. 11. After the five minutes, record the temperature of the water the metal is boiling in as the metal’s initial temperature. Assume it is the same as the water’s after the five minutes. 12. Once five minutes have elapsed, remove the metal from the loaf pan with the metal tongs and put it into the calorimeter. Be sure to do this quickly and close the cap right away to prevent heat loss. 13. Continue to record the equilibrium temperature inside the calorimeter for three minutes. 14. Uncap the calorimeter and remove the metal carefully and remove the Labquest temperature probe. 15. Repeat Steps 1-14 for each trial of the experiment using the unknown metals. The beaker with the heated water in Step 6 does not have to be emptied and can be reused for each trial performed. 16. Compute the specific heat for each trial after all necessary values have been obtained. 10 Meli - Stroshein Diagram: Graduated Metal Tongs Bread Pan Cylinder Calorimeters TI N-Spire Metal Samples Temperature Probe Thermometer Labquest Figure 4. Specific Heat Materials 11 Figure 4. Specific Heat Materials Meli - Stroshein Experimental Design: Linear Thermal Expansion: Materials: Thermometer (0.1 ˚C precision) TI-Nspire Calipers (0.0001 in precision) Metal Sample A or B Jig (0.001 in precision) Bread pan (5.5” x 3” x 2”) Corning PC-35 Hot Plate Metal Tongs Procedures: *Safety Precaution: Wear gloves, goggles, lab coat, and be careful when working with heated materials. 1. Randomize if Metal A or B is used using the TI-Nspire. 2. Measure the metal’s length using the caliper. 3. Record the metal sample’s length. 4. Record the temperature with the temperature probe. Assume it is the same as the water. 5. Place the metal in the boiling water for three minutes. Assume its temperature reaches that of the heated water. 6. Measure the temperature of the water using the thermometer. 7. Record the water’s temperature. 8. Remove the metal with the metal tongs and place it into the jig. 9. Use the jig, pictured in Figure 5, to measure the change in rod length using the dial indicator for 4 minutes. (See Appendix C: Jig). 10. Substitute the values obtained into the equation for linear thermal expansion. 11. Repeat Steps 1-10 for all 30 trials. 12 Meli - Stroshein Diagram: Jig Spray Bottle Calipers Graduated Cylinder TI-Nspire Bread Pan Metal Tongs Metal Samples Figure 5. Linear Thermal Expansion Main Materials Thermometer 13 Meli - Stroshein Data and Observations: Specific Heat: Table 1 Specific Heat Data Zirconium Initial Temp. (ºC) Trial Water Metal Equilibri um Temp. (°C) Change in Temp. (Cº) Water Metal Specifi c Heat Mass Metal (g) Water (mL) (J/g°C) 1 26.0 97.5 28.5 2.5 -69.0 26.7819 39 0.221 2 26.0 97.5 28.5 2.5 -69.0 26.7647 40 0.227 3 25.6 98.7 29.7 4.1 -69.0 26.7808 41 0.381 4 26.2 98.7 29.6 3.4 -69.1 26.7945 40 0.307 5 24.0 98.7 26.1 2.1 -72.6 26.7306 39 0.177 6 25.4 98.7 28.8 3.4 -69.9 26.6980 40 0.305 7 22.8 97.9 24.1 1.3 -73.8 26.6991 40 0.110 8 27.1 98.3 29.4 2.3 -68.9 26.7763 41 0.214 9 22.2 97.7 25.0 2.8 -72.7 26.7107 40 0.241 10 23.0 97.7 24.7 1.7 -73.0 26.7782 40 0.146 11 22.4 98.0 25.0 2.6 -73.0 26.6982 41 0.229 12 23.3 98.0 25.7 2.4 -72.3 26.7805 40 0.207 13 22.8 98.1 24.9 2.1 -73.2 26.7814 39 0.175 14 22.7 98.1 25.8 3.1 -72.3 26.6984 40 0.269 15 22.3 97.9 24.2 1.9 -73.7 26.7801 40 0.161 Aver age 0.223 In Table 1 were the data collected from the specific heat experiment for Zirconium. 14 Meli - Stroshein Table 2 Specific Heat Observations Zirconium Trial Observations 1 Zirconium A, Scale 1, Labquest 6 2 Zirconium B, Scale 1, Labquest 6 3 Zirconium B, Scale 2, Labquest 6 4 Zirconium A, Scale 4, Labquest 6 5 Zirconium B, Scale 4, Labquest 6 6 Zirconium A, Scale 2, Labquest 6 7 Zirconium A, Scale 2, Labquest 6 8 Zirconium B, Scale 2, Labquest 6 9 Zirconium A, Scale1, Labquest 6 10 Zirconium B, Scale 4, Labquest 6 Zirconium A, Scale 1, Labquest 6, Calorimeter 11 shaken 12 Zirconium B, Scale 2, Labquest 6 13 Zirconium B, Scale 3, Labquest 6 14 Zirconium A, Scale 1, Labquest 6 15 Zirconium B, Scale 2, Labquest 6 In Table 2 were the observations of the specific heat experiment for Zirconium. 15 Meli - Stroshein Table 3 Unknown Metal Specific Heat Initial Temp. (ºC) Trial Water Metal Equilib rium Temp. (°C) Change in Temp. (Cº) Water Metal Specific Heat Mass Metal (g) Water (mL) (J/g°C) 1 22.2 97.5 40.7 18.5 -56.8 123.8445 40 0.440 2 22.9 97.5 41.5 18.6 -56.0 120.8949 41 0.471 3 23.3 99.4 39.2 15.9 -60.2 120.8216 39 0.357 4 24.0 99.4 38.5 14.5 -60.9 123.8443 40 0.322 5 28.5 97.9 41.1 12.6 -56.8 123.8485 41 0.307 6 27.6 97.9 41.4 13.8 -56.5 120.8773 40 0.338 7 32.8 97.8 42.2 9.4 -55.6 123.8640 39 0.223 8 32.0 97.8 41.8 9.8 -56.0 120.8958 39 0.236 9 32.8 98.2 44.1 11.3 -54.1 120.8250 41 0.297 10 32.3 98.2 43.4 11.1 -54.8 123.8430 39 0.267 11 31.4 98.4 42.9 11.5 -55.5 120.8236 40 0.287 12 33.3 98.4 41.9 8.6 -56.5 123.8617 40 0.206 13 31.9 98.2 42.3 10.4 -55.9 123.8545 41 0.258 14 31.6 98.2 42.3 10.7 -55.9 120.8954 40 0.265 15 23.8 98.6 42.7 18.9 -55.9 120.8243 40 0.468 Average 0.316 In Table 3 were the data collected from the specific heat experiment for the unknown metal. 16 Meli - Stroshein Table 4 Specific Heat Observations for Unknown Metal Trial Observations 1 Metal B, Scale 4, Labquest 6 2 Metal A, Scale 1, Labquest 6 3 Metal A, Scale 2, Labquest 6 4 Metal B, Scale 3, Labquest 6 5 Metal A, Scale2, Labquest 6 6 Metal B, Scale 4, Labquest 6 Metal A, Scale 2, Labquest 6, Issues grabbing 7 metal Metal B, Scale 1, Labquest 6, Issues grabbing 8 metal 9 Metal A, Scale 2, Labquest 6 10 Metal A, Scale 4, Labquest 6 11 Metal B, Scale 6, Labquest 6 12 Metal B, Scale 4, Labquest 6 13 Metal A, Scale 5, Labquest 6 14 Metal B, Scale 1, Labquest 6 15 Metal A, Scale 2, Labquest 6 In Table 4 were the observations from the specific heat experiment for the unknown metal. 17 Meli - Stroshein Data and Observations: Linear Thermal Expansion: Table 5 Linear Thermal Expansion Data Zirconium Trial Rod ΔL (in) Initial Initial Length Temp. (in) (ºC) Thermal Final Expansion Temp. Coefficient (ºC) (1/ºC x 106) 5.0870 98.5 18.6 2.460 2 A 0.0010 B 0.0010 5.0910 98.5 18.6 2.458 3 B 0.0011 5.0985 98.1 19.7 2.752 4 A 0.0007 5.0885 98.1 19.7 1.755 5 A 0.0010 5.0865 96.7 19.5 2.547 6 B 0.0011 5.0980 96.7 19.5 2.795 7 A 0.0010 5.0875 98.1 20.5 2.533 8 B 0.0010 5.0965 98.1 20.5 2.529 9 B 0.0010 5.0970 98.6 20.7 2.519 10 A 0.0010 5.0855 98.6 20.7 2.524 11 B 0.0009 5.0990 98.5 21.9 2.304 12 A 0.0010 5.0860 98.5 21.9 2.567 13 B 0.0010 5.0965 98.6 22.5 2.578 14 A 0.0010 5.0845 98.6 22.5 2.584 15 A 0.0010 5.0850 98.7 22.5 2.581 1 Average 2.499 In Table 5 were the data from the linear thermal expansion experiment for Zirconium. 18 Meli - Stroshein Table 6 Observations Thermal Expansion Zirconium Trial 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 Observations Jig 7, Caliper 7 Jig 11, Caliper 7 Jig 11, Caliper 7 Jig 7, Caliper 7 Jig 7, Caliper 7 Jig 11, Caliper 7 Jig 11, Caliper 7 Jig 7, Caliper 7 Jig 11, Caliper 7 Jig 7, Caliper 7 Jig 7, Jig shaken, Caliper 7 Jig 11, Caliper 7 Jig 7, Caliper 7 Jig 11, Caliper 7 Jig 11, Caliper 7 In Table 6 were the observations of the linear thermal expansion experiment for Zirconium. 19 Meli - Stroshein Table 7. Linear Thermal Expansion Data Unknown Metal Alpha Coefficient Initial Lengh (in) Initial Temp. (ºC) Final Temp. (ºC) 98.8 21.8 4.118 2 B 0.0015 4.7305 A 0.0030 4.8465 98.8 21.8 8.039 3 A 0.0021 4.8485 98.5 22.1 5.669 4 B 0.0022 4.7285 98.5 22.1 6.090 5 B 0.0023 4.7275 98.1 22.0 6.254 6 A 0.0030 4.8475 98.1 22.0 8.132 7 B 0.0030 4.7270 99.3 21.9 8.200 8 A 0.0025 4.8565 99.3 21.9 6.651 9 B 0.0029 4.7280 98.5 22.1 8.028 10 B 0.0040 4.7785 98.2 21.6 10.928 11 A 0.0025 4.8425 98.5 22.1 6.757 12 A 0.0031 4.8420 98.7 23.1 8.469 13 B 0.0030 4.7300 98.7 23.1 8.390 14 A 0.0050 4.7185 97.2 23.3 14.339 15 B 0.0031 4.8410 99.0 22.6 8.382 Trial Rod 1 ΔL (in) Average (1/ºC x 106) 7.876 In Table 7 were the data from the linear thermal expansion experiment for the unknown metal. 20 Meli - Stroshein Table 8 Linear Thermal Expansion Observations Unknown Metal Trial Observations 1 2 Metal A, Jig 7, Caliper 3, Air blew in room 3 Metal A, Jig 7, Caliper 3, Air blew in room 4 Metal B, Jig 10, Caliper 3, Air blew in room 5 Metal A, Jig 7, Caliper 3, Air blew in room 6 Metal B, Jig 10, Caliper 3, Air blew in room 7 Metal A, Jig 7, Caliper 3, Air blew in room 8 Metal B, Jig 10, Caliper 3, Air blew in room 9 Metal A, Jig 7, Caliper 3, Air blew in room 10 11 Metal B, Jig 10, Caliper 3, Air blew in room 12 Metal B, Jig 10, Caliper 3, Air blew in room 13 Metal A, Jig 7, Caliper 3, Air blew in room 14 15 Metal B, Jig 10, Caliper 3, Air blew in room Metal B, Jig 10, Caliper 3, Air blew in room Metal A, Jig 7, Caliper 3, Air blew in room Metal A, Jig 7, Caliper 3, Air blew in room In Table 8 were the observations of the linear thermal expansion experiment for the unknown metal. . 21 Meli - Stroshein Data Analysis and Interpretation: Specific Heat: Throughout the specific heat experiment, percent error was calculated to see the accuracy of the results (See Appendix D: Sample Calculations). The percent errors from the experiment were scattered, but for the most part the results were acceptable. These percent errors were displayed in Table 9. Table 9 contains percent errors for both Zirconium and unknown metals. These values were used to check if the data were viable or not. For Zirconium, it was optimal to be as close to 20% as possible while for the unknown it was best for it to be a lot more than 20%. There were some errors during the experiment. During specific heat, the metal cooled slightly during its transport from the bread pan to the calorimeter. This may have caused slightly inaccurate results. Also, a design flaw that contributed to some of the inaccuracy of the results was the insulation tape did not cover the entire calorimeter. Solving these errors would have possibly lowered the percent error and produced better results. 22 Meli - Stroshein Table 9 Percent Error for Specific Heat Percent Error (%) Trial 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 Average Zirconium 18.240 16.089 40.969 13.826 34.602 12.930 59.104 20.792 10.623 46.095 15.242 23.168 35.261 0.453 40.329 25.848 Unknown 63.018 74.554 32.114 19.169 13.8 25.249 17.51 12.518 9.8338 1.153 6.3019 23.827 4.562 1.8591 73.454 25.261 To examine the results of the specific heat experiment, a two sample t -test was used. This was appropriate because there were two independent samples, and the population means and standard deviations were unknown. The null hypothesis, H 0 : 1 2 , where 1 was the population mean of Zirconium’s specific heat and 2 population mean of the unknown metal’s specific heat. This was the standard hypothesis of the experiment. The alternative hypothesis, H a : 1 2 , was a hypothesis tested to see if the mean of specific heat for the unknown sample was not the same as the mean of specific heat for Zirconium. It had the same variables as the null hypothesis except it was tested to see if the 23 Meli - Stroshein specific heats were unequal. As shown in Figure 6 and Figure 7, the data was not skewed enough to really affect the results of the experiment. The data can then be further used for statistical tests. This was also confirmed in Figure 8 where the box plots were normally distributed and no outliers were apparent. Figure 6. Zirconium Probability Plot Figure 7. Unknown Probability Plot Figure 8. Comparison of Zirconium and Unknown Data The equation to test this was composed of the quantity of Zirconium’s average, x1 , minus the average of the unknown metal sample’s average, x 2 , divided by the square root of Zirconium’s standard deviation, s1 , divided by Zirconium’s sample size, n1 , plus the standard deviation of the unknown metal sample, s2 , 24 Meli - Stroshein divided by the unknown metal’s sample size, n2 . This equation determined the tvalue, which was later used to find the p-value. t x1 x 2 2 2 s1 s 2 n1 n2 Figure 9. Two-sample t -test along with Probability Graph Figure 9 showed the standard deviations and means. The low standard deviation meant that the data diverged very little from the mean, and it promotes the accuracy of the data. The mean shows the average value of data. In conjunction, they greatly increased the potency of the acquired data. The statistics led to the rejection of the null hypothesis. The metals were not the same based on their compared average specific heats. If the metals were the same, the scientists would obtain these results only 0.337% of the time. Figure 4 gave an illustration of just how much that probability value of 0.337% really was. From the bell curve in Figure 9, it was shown just how much that p-value really was. When this p-value was compared to an alpha level of 5.000%, the p-value was significant. These results would only occur 0.3161% of the, time making them very unlikely to have happened by chance alone. 25 Meli - Stroshein Data Analysis and Interpretation: Linear Thermal Expansion: Again, for the next experiment, which was linear thermal expansion, percent error was calculated as shown in Table 10. It was used as before to check and make sure the trials were done accurately. Zirconium’s results should be around 20% while the unknown results should be a lot over. The percent errors for the experiment were not where they should have been, but these percent errors were just a guide. Different statistical tests could be used to determine if Zirconium and unknown metals were the same. Many prominent errors caused the high percent error. The metal was not moved quickly enough from the bread pan into the jig. Also, it may not have always cooled to room temperature because not enough time was given to do so. There were many mistakes when moving the sample into the jig such as stalling and dropping it back in the water. Together, these lurking variables could have confounded the results. The dropping of the metal could have been caused by the design of the metal prongs that were used since it was hard to grab the metal with them. 26 Meli - Stroshein Table 10 Percent Error for Thermal Expansion Percent Error (%) Trial 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 Average Zirconium 56.837 56.870 51.721 69.217 55.323 50.966 55.562 55.640 55.815 55.715 59.575 54.968 54.766 54.659 54.723 56.157 Unknown 27.753 41.035 0.541 6.839 9.721 42.674 43.853 16.681 40.849 91.719 18.550 48.573 47.185 151.563 47.048 38.173 For linear thermal expansion experiment, a two-sample t -test was again performed. The two-sample t -test was appropriate because there were two samples that were independent of each other and the population means and standard deviations were unknown. The null hypothesis was H 0 : 1 2 , where 1 was the mean of Zirconium’s linear thermal expansion and 2 was the mean of the unknown metal’s linear thermal expansion. The alternative hypothesis, H a : 1 2 , was tested. The variables were the same as the null hypothesis. As shown in Figure 10 and Figure 11, the data were skewed and located far from the line in the probability plot. Thus, the results of the two-sample t -test may be 27 Meli - Stroshein unreliable. Also, in Figure 12, there were two box plots displaying the data. Figure 12 shows that the box plots for the unknown and known samples had strikingly different values. The data were distributed differently, and the sample means were far apart. Figure 10. Zirconium Probability Plot Figure 11. Unknown Probability Plot Figure 12. Comparison of Zirconium and Unknown Data The equation to test this was composed of the quantity of Zirconium’s average coefficient, x1 , minus the average of the unknown metal sample’s average coefficient, x 2 , divided by the square root of Zirconium’s standard deviation, s1 , divided by Zirconium’s sample size, n1 , plus the standard deviation of the unknown metal sample, s2 , divided by the unknown metal’s sample size, n2 . 28 Meli - Stroshein This equation determined the t-value, t , which allowed the p-value to be evaluated. t x1 x 2 2 2 s1 s 2 n1 n2 Figure 13. Two-Sample t -Test and Probability Graph Figure 13 showed the standard deviation. The low values of standard deviation mean little variance from the mean. The mean shows the average value. All these promote the validity of the data. There was a weakness with comparing huge quantities with minuscule quantities. The coefficient, as shown by the jig, was extremely small. In comparison, the mass was large. These could have contributed to the weaknesses of the experimental design because one small change could yield a huge effect. The statistical test results caused the failing to reject the null hypothesis. The metals were not the same, according the results from when their thermal expansion coefficients were compared. If the metals were the same, the scientists would obtain these results almost 0.000% of the time. This was displayed in Figure 13. The results were not obtained by chance alone. When 29 Meli - Stroshein this value was compared to an alpha level of 5%, the results of the experiment were statistically significant. However, due to the abnormality of the data, this statistical test should not fully be trusted. 30 Meli - Stroshein Conclusion: The hypothesis, an unknown metal can be compared to Zirconium to decide if the metals were the same by determining specific heat and thermal expansion coefficient of an unknown sample, was accepted. The samples had contrasting values for specific heat and linear thermal expansion. This was because these intensive properties were unique to each metal. Thus, they were used to determine if the metals were the same or different. The problem statement was if it was possible to compare two metal’s intensive properties to determine if they were the same or different. The experiments were conducted to answer this question. The hypothesis was accepted because of the data’s comparison to Zirconium’s specific heat and linear thermal expansion values. It was clear that the data for the Zirconium and unknown samples were starkly different. Thus, the samples they were unlikely to have the same identity. The large percent errors helped decide that the samples were not the same. Finally, the twosample t -test showed that it was incredibly unlikely for the metals to be the same due to extremely small p-values. These p-values meant that the results proved unlikely to have occurred by chance alone. In conjunction, these substantial forms of evidence proved that the unknown metal was not Zirconium. Although this experiment ran well, it displayed a few minor errors. During specific heat, the transport of the metal from the bread pan to the calorimeter was of long duration, and this caused a loss of heat, confounding the data. During linear thermal expansion, many difficulties arose while placing the sample 31 Meli - Stroshein into the jig. Often, it did not align precisely straight in the ridge of the jig, which results in inaccurate measurements. Measuring the metal’s change of length with the jig also was inaccurate because it was sometimes difficult to read the jig and mark the starting and stopping locations to obtain the change in length. To increase the validity of the data, the scientists could have transferred the metal from the bread pan more quickly to prevent the loss of heat from the metal. Also, it would have been prudent to have practiced placing a metal into the jig more often. Consequently, the data would have been more accurate. Additional experiments could have been performed to support the research. Other intensive properties could have been tested in these experiments. The scientists could have measured density. They would have found the volume after measuring diameter and length. Mass would have been found using a scale. Density would have been the quotient of mass divided by volume. Densities would have been found for the Zirconium and unknown metals. Then, these values would have been compared using a two-sample t test. Thus, the comparison of density values would have further revealed whether the unknown sample was Zirconium. 32 Meli - Stroshein Application: The scientists constructed a ring from Zirconium, represented in Figure 14. The diameter of the inner circle is 27 mm and the diameter of the outer circle is 40 mm. The height of the ring is 10 mm. This is just a sample ring, so other sizes of the ring can be made. This ring can be useful in many ways, but one of the most important is because Zirconium is resistant to corrosion when it comes in contact with oxygen, allowing for it to keep its shiny surface undamaged. Also, it is light weight and will last a long time. Therefore, it is long lasting for the consumer’s use. The mass of this ring is 45.15 g with a surface area of 3473.03 mm2. The cost to make this product would be around $6.77. 33 Meli - Stroshein Appendix A: Labquest: Materials: Labquest Temperature Probe Procedures: 1. Turn on the Labquest. 2. Plug the temperature probe into Channel 1 on the top of the Labquest. More temperature probes can be added if more than one trial is done at once. In Figure 9, two temperature probes are plugged in to do two trials. 3. On the far left tab, click rate. 4. Change collection to 2 samples per second. 5. Set length of trial to 240 seconds. 6. Press okay. 7. Press the play button to begin data collection. Figure 9. Labquest Set-up 34 Meli - Stroshein Appendix B: Constructing a Calorimeter: Materials: PVC Pipe (60 in by 3/4 in) PVC Pipe Cap (3/4 in diameter) Buzz Saw Cork (3/4 in diameter) Insulation tape Drill Procedures: 1. Take a PVC pipe and cut it to the length of seven inches using the buzz saw. 2. Cap one end with the PVC cap. 3. Wrap the pipe and the cap with the insulation tape until it is completely covered. 4. Drill a hole through the cork using a drill. 5. Put the cork in the hole opposite of the cap. The final product is displayed in Figure 15. 6. Put the temperature probe through the drilled hole. 7. Repeat Steps 1-6 for additional calorimeters. 7 in 3/4 in Figure 15. Constructed Calorimeter 35 Meli - Stroshein Appendix C: Jig: During the thermal expansion experiment, a jig was used to measure the change in length of the metal. 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