b) Determine the 4-point Discrete Fourier Transform (DFT) of the below function: x(n)={ 0
1

(n=0,3)
(n=1,2)

Find the magnitude of the DFT spectrum, and sketch the result. (10 marks)

Answers

Answer 1

The correct answer is "The 4-point DFT of the given function is x(0)=2, x(1)=0, x(2)=0, and x(3)=0. The magnitude of the DFT spectrum is 2, 0, 0, 0. The graph of the magnitude of the DFT spectrum is as shown above."

The given function is;x(n)={ 0 1
​(n=0,3)
(n=1,2)
​The formula for Discrete Fourier Transform (DFT) is given by;

x(k)=∑n

=0N−1x(n)e−i2πkn/N

Where;

N is the number of sample points,

k is the frequency point,

x(n) is the discrete-time signal, and

e^(-i2πkn/N) is the complex sinusoidal component which rotates once for every N samples.

Substituting the given values in the above formula, we get the 4-point DFT as follows;

x(0) = 0+1+0+1

=2

x(1) = 0+j-0-j

=0

x(2) = 0+1-0+(-1)

= 0

x(3) = 0-j-0+j

= 0

The DFT spectrum for 4-point DFT is given as;

x(k)=∑n

=0

N−1x(n)e−i2πkn/N

So, x(0)=2,

x(1)=0,

x(2)=0, and

x(3)=0

As we know that the magnitude of a complex number x is given by

|x| = sqrt(Re(x)^2 + Im(x)^2)

So, the magnitude of the DFT spectrum is given as;

|x(0)| = |2|

= 2|

x(1)| = |0|

= 0

|x(2)| = |0|

= 0

|x(3)| = |0| = 0

Hence, the magnitude of the DFT spectrum is 2, 0, 0, 0 as we calculated above. Also, the graph of the magnitude of the DFT spectrum is as follows:
Therefore, the correct answer is "The 4-point DFT of the given function is x(0)=2, x(1)=0, x(2)=0, and x(3)=0. The magnitude of the DFT spectrum is 2, 0, 0, 0. The graph of the magnitude of the DFT spectrum is as shown above."

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Related Questions

Compute the Fourier Series decomposition of a square waveform with 90% duty cycle

Answers

The Fourier series decomposition of the square waveform with a 90% duty cycle is given by: f(t) = (a0/2) + ∑[(an * cos((2πnt)/T)) + (bn * sin((2πnt)/T))]

The Fourier series decomposition for a square waveform with a 90% duty cycle:

Definition of the Square Waveform:

The square waveform with a 90% duty cycle is defined as follows:

For 0 ≤ t < T0.9 (90% of the period), the waveform is equal to +1.

For T0.9 ≤ t < T (10% of the period), the waveform is equal to -1.

Here, T represents the period of the waveform.

Fourier Series Coefficients:

The Fourier series coefficients for this waveform can be computed using the following formulas:

a0 = (1/T) ∫[0 to T] f(t) dt

an = (2/T) ∫[0 to T] f(t) cos((2πnt)/T) dt

bn = (2/T) ∫[0 to T] f(t) sin((2πnt)/T) dt

where a0, an, and bn are the Fourier coefficients.

Computation of Fourier Coefficients:

For the given square waveform with a 90% duty cycle, we have:

a0 = (1/T) ∫[0 to T] f(t) dt = 0 (since the waveform is symmetric around 0)

an = 0 for all n ≠ 0 (since the waveform is symmetric and does not have cosine terms)

bn = (2/T) ∫[0 to T] f(t) sin((2πnt)/T) dt

Computation of bn for n = 1:

We need to compute bn for n = 1 using the formula:

bn = (2/T) ∫[0 to T] f(t) sin((2πt)/T) dt

Breaking the integral into two parts (corresponding to the two regions of the waveform), we have:

bn = (2/T) [∫[0 to T0.9] sin((2πt)/T) dt - ∫[T0.9 to T] sin((2πt)/T) dt]

Evaluating the integrals, we get:

bn = (2/T) [(-T0.9/2π) cos((2πt)/T)] from 0 to T0.9 - (-T0.1/2π) cos((2πt)/T)] from T0.9 to T

bn = (2/T) [(T - T0.9)/2π - (-T0.9)/2π]

bn = (T - T0.9)/π

Fourier Series Decomposition:

The Fourier series decomposition of the square waveform with a 90% duty cycle is given by:

f(t) = (a0/2) + ∑[(an * cos((2πnt)/T)) + (bn * sin((2πnt)/T))]

However, since a0 and an are 0 for this waveform, the decomposition simplifies to:

f(t) = ∑[(bn * sin((2πnt)/T))]

For n = 1, the decomposition becomes:

f(t) = (T - T0.9)/π * sin((2πt)/T)

This represents the Fourier series decomposition of the square waveform with a 90% duty cycle, including the computation of the Fourier coefficients and the final decomposition expression for the waveform.

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4) Disc brakes are used on vehicles of various types (cars, trucks, motorcycles). The discs are mounted on wheel hubs and rotate with the wheels. When the brakes are applied, pads are pushed against the faces of the disc causing frictional heating. The energy is transferred to the disc and wheel hub through heat conduction raising its temperature. It is then heat transfer through conduction and radiation to the surroundings which prevents the disc (and pads) from overheating. If the combined rate of heat transfer is too low, the temperature of the disc and working pads will exceed working limits and brake fade or failure can occur. A car weighing 1200 kg has four disc brakes. The car travels at 100 km/h and is braked to rest in a period of 10 seconds. The dissipation of the kinetic energy can be assumed constant during the braking period. Approximately 80% of the heat transfer from the disc occurs by convection and radiation. If the surface area of each disc is 0.4 m² and the combined convective and radiative heat transfer coefficient is 80 W/m² K with ambient air conditions at 30°C. Estimate the maximum disc temperature.

Answers

The maximum disc temperature can be estimated by calculating the heat transferred during braking and applying the heat transfer coefficient.

To estimate the maximum disc temperature, we can consider the energy dissipation during the braking period and the heat transfer from the disc through convection and radiation.

Given:

- Car weight (m): 1200 kg

- Car speed (v): 100 km/h

- Braking period (t): 10 seconds

- Heat transfer coefficient (h): 80 W/m² K

- Surface area of each disc (A): 0.4 m²

- Ambient air temperature (T₀): 30°C

calculate the initial kinetic energy of the car :

Kinetic energy = (1/2) * mass * velocity²

Initial kinetic energy = (1/2) * 1200 kg * (100 km/h)^2

determine the energy by the braking period:

Energy dissipated = Initial kinetic energy / braking period

calculate the heat transferred from the disc using the formula:

Heat transferred = Energy dissipated * (1 - heat transfer percentage)

The heat transferred is equal to the heat dissipated through convection and radiation.

Maximum disc temperature = Ambient temperature + (Heat transferred / (h * A))

By plugging in the given values into these formulas, we can estimate the maximum disc temperature.

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I have found a research study online with regards to PCM or Phase changing Material, and I can't understand and visualize what PCM is or this composite PCM. Can someone pls help explain and help me understand what these two composite PCMs are and if you could show images of a PCM it is really helpful. I haven't seen one yet and nor was it shown to us in school due to online class. pls help me understand what PCM is the conclusion below is just a part of a sample study our teacher gave to help us understand though it was really quite confusing, Plss help
. Conclusions
Two composite PCMs of SAT/EG and SAT/GO/EG were prepared in this article. Their thermophysical characteristic and solar-absorbing performance were investigated. Test results indicated that GO showed little effect on the thermal properties and solar absorption performance of composite PCM. However, it can significantly improve the shape stability of composite PCM. The higher the density is, the larger the volumetric heat storage capacity. When the density increased to 1 g/ cm3 , SAT/EG showed severe leakage while SAT/GO/EG can still keep the shape stability. A novel solar water heating system was designed using SAT/GO/EG (1 g/cm3 ) as the solar-absorbing substance and thermal storage media simultaneously. Under the real solar radiation, the PCM gave a high solar-absorbing efficiency of 63.7%. During a heat exchange process, the temperature of 10 L water can increase from 25 °C to 38.2 °C within 25 min. The energy conversion efficiency from solar radiation into heat absorbed by water is as high as 54.5%, which indicates that the novel system exhibits great application effects, and the composite PCM of SAT/GO/EG is very promising in designing this novel water heating system.

Answers

PCM stands for Phase Changing Material, which is a material that can absorb or release a large amount of heat energy when it undergoes a phase change.

A composite PCM, on the other hand, is a mixture of two or more PCMs that exhibit improved thermophysical properties and can be used for various applications. In the research study mentioned in the question, two composite PCMs were investigated: SAT/EG and SAT/GO/EG. SAT stands for stearic acid, EG for ethylene glycol, and GO for graphene oxide.

These composite PCMs were tested for their thermophysical characteristics and solar-absorbing performance. The results showed that GO had little effect on the thermal properties and solar absorption performance of composite PCM, but it significantly improved the shape stability of the composite PCM.

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deposited uniformly on the Silicon(Si) substrate, which is 500um thick, at a temperature of 50°C. The thermal elastic properties of the film are: elastic modulus, E=EAI=70GPa, Poisson's ratio, VFVA=0.33, and coefficient of thermal expansion, a FaA=23*10-6°C. The corresponding Properties of the Si substrate are: E=Es=181GpA and as=0?i=3*10-6°C. The film-substrate is stress free at the deposition temperature. Determine a) the thermal mismatch strain difference in thermal strain), of the film with respect to the substrate(ezubstrate – e fim) at room temperature, that is, at 20°C, b)the stress in the film due to temperature change, (the thickness of the thin film is much less than the thickness of the substrate) and c)the radius of curvature of the substrate (use Stoney formula)

Answers

Determination of thermal mismatch strain difference Let's first write down the given values: Ea1 = 70 GP a (elastic modulus of film) Vf1 = 0.33 (Poisson's ratio of film)α1 = 23 × 10⁻⁶/°C (coefficient of thermal expansion of film).

Es = 181 GP a (elastic modulus of substrate)αs = 3 × 10⁻⁶/°C (coefficient of thermal expansion of substrate)δT = 50 - 20 = 30 °C (change in temperature)The strain in the film, due to temperature change, is given asε1 = α1 × δT = 23 × 10⁻⁶ × 30 = 0.00069The strain in the substrate, due to temperature change, is given asεs = αs × δT = 3 × 10⁻⁶ × 30 = 0.00009.

Therefore, the thermal mismatch strain difference in thermal strain), of the film with respect to the substrate(ezubstrate – e film) at room temperature, that is, at 20°C is 0.0006. Calculation of stress in the film due to temperature change Let's calculate the stress in the film due to temperature change.

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A mesh of 4-node pyramidic elements (i.e. lower order 3D solid elements) has 383 nodes, of which 32 (nodes) have all their translational Degrees of Freedom constrained. How many Degrees of Freedom of this model are constrained?

Answers

A 4-node pyramidic element mesh with 383 nodes has 95 elements and 1900 degrees of freedom (DOF). 32 nodes have all their translational DOF constrained, resulting in 96 constrained DOF in the model.

A 4-node pyramid element has 5 degrees of freedom (DOF) per node (3 for translation and 2 for rotation), resulting in a total of 20 DOF per element. Therefore, the total number of DOF in the model is:

DOF_total = 20 * number_of_elements

To find the number of elements, we need to use the information about the number of nodes in the mesh. For a pyramid element, the number of nodes is given by:

number_of_nodes = 1 + 4 * number_of_elements

Substituting the given values, we get:

383 = 1 + 4 * number_of_elements

number_of_elements = 95

Therefore, the total number of DOF in the model is:

DOF_total = 20 * 95 = 1900

Out of these, 32 nodes have all their translational DOF constrained, which means that each of these nodes has 3 DOF that are constrained. Therefore, the total number of DOF that are constrained is:

DOF_constrained = 32 * 3 = 96

Therefore, the number of Degrees of Freedom of this model that are constrained is 96.

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Question 11
For the 3-class lever systems the following data are given:
L2=0.8L1 = 420 cm; Ø = 4 deg; 0 = 12 deg; Fload = 1.2
Determine the cylinder force required to overcome the load force (in Newton)

Answers

The cylinder force required to overcome the load force is determined by the given data and lever system parameters.

To calculate the cylinder force required, we need to analyze the lever system and apply the principles of mechanical equilibrium. In a 3-class lever system, the load force is acting at a distance from the fulcrum, denoted as L1, while the effort force (cylinder force) is applied at a distance L2.

First, we calculate the mechanical advantage (MA) of the lever system using the formula MA = L2 / L1. Given that L2 = 0.8L1, we can determine the MA as MA = 0.8.

Next, we consider the angular positions of the lever system. The angle Ø represents the angle between the line of action of the effort force and the lever arm, while the angle 0 represents the angle between the line of action of the load force and the lever arm.

Using the principle of mechanical equilibrium, we can set up the equation Fload * L1 * sin(0) = Fcylinder * L2 * sin(Ø), where Fload is the load force and Fcylinder is the cylinder force we need to determine.

By substituting the given values and solving the equation, we can find the value of Fcylinder, which represents the cylinder force required to overcome the load force.

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Design a excel file of an hydropower turgo turbine in Sizing and Material selection.
Excel file must calculate the velocity of the nozel, diameter of the nozel jet, nozzle angle, the runner size of the turgo turbine, turbine blade size, hub size, fastner, angular velocity,efficiency,generator selection,frequnecy,flowrate, head and etc.
(Note: File must be in execl file with clearly formulars typed with all descriptions in the sheet)

Answers

Designing an excel file for a hydropower turbine (Turgo turbine) involves calculating different values that are essential for its operation. These values include the velocity of the nozzle, diameter of the nozzle jet, nozzle angle, runner size of the turbine, turbine blade size, hub size, fastener, angular velocity, efficiency, generator selection, frequency, flow rate, head, etc.

To create an excel file for a hydropower turbine, follow these steps:Step 1: Open Microsoft Excel and create a new workbook.Step 2: Add different sheets to the workbook. One sheet can be used for calculations, while the others can be used for data input, output, and charts.Step 3: On the calculation sheet, enter the formulas for calculating different values. For instance, the formula for calculating the velocity of the nozzle can be given as:V = (2 * g * H) / (√(1 - sin²(θ / 2)))Where V is the velocity of the nozzle, g is the acceleration due to gravity, H is the head, θ is the nozzle angle.Step 4: After entering the formula, label each column and row accordingly. For example, the velocity of the nozzle formula can be labeled under column A and given a name, such as "Nozzle Velocity Formula".Step 5: Add a description for each formula entered in the sheet.

The explanation should be clear, concise, and easy to understand. For example, a description for the nozzle velocity formula can be given as: "This formula is used to calculate the velocity of the nozzle in a hydropower turbine. It takes into account the head, nozzle angle, and acceleration due to gravity."Step 6: Repeat the same process for other values that need to be calculated. For example, the formula for calculating the diameter of the nozzle jet can be given as:d = (Q / V) * 4 / πWhere d is the diameter of the nozzle jet, Q is the flow rate, and V is the velocity of the nozzle. The formula should be labeled, given a name, and described accordingly.Step 7: Once all the formulas have been entered, use the data input sheet to enter the required data for calculation. For example, the data input sheet can contain fields for flow rate, head, nozzle angle, etc.Step 8: Finally, use the data output sheet to display the calculated values. You can also use charts to display the data graphically. For instance, you can use a pie chart to display the percentage efficiency of the turbine. All the sheets should be linked correctly to ensure that the data input reflects on the calculation sheet and output sheet.

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The open-loop transfer function of a unit-negative-feedback system has the form of
G(s)H(s) = 1 / s(s+1).
Please determine the following transient specifications when the reference input is a unit step function:
(1) Percentage overshoot σ%;
(2) Peak time tp;
(3) 2% Settling time t.

Answers

For the given open-loop transfer function 1 / (s(s+1)), the transient specifications when the reference input is a unit step function can be determined by calculating the percentage overshoot, peak time, and 2% settling time using appropriate formulas for a second-order system.

What is the percentage overshoot?

To determine the transient specifications for the given open-loop transfer function G(s)H(s) = 1 / (s(s+1)) with a unit step reference input, we need to analyze the corresponding closed-loop system.

1) Percentage overshoot (σ%):

The percentage overshoot is a measure of how much the response exceeds the final steady-state value. For a second-order system like this, the percentage overshoot can be approximated using the formula: σ% ≈ exp((-ζπ) / √(1-ζ^2)) * 100, where ζ is the damping ratio. In this case, ζ = 1 / (2√2), so substituting this value into the formula will give the percentage overshoot.

2) Peak time (tp):

The peak time is the time it takes for the response to reach its maximum value. For a second-order system, the peak time can be approximated using the formula: tp ≈ π / (ωd√(1-ζ^2)), where ωd is the undamped natural frequency. In this case, ωd = 1, so substituting this value into the formula will give the peak time.

3) 2% settling time (ts):

The settling time is the time it takes for the response to reach and stay within 2% of the final steady-state value. For a second-order system, the settling time can be approximated using the formula: ts ≈ 4 / (ζωn), where ωn is the natural frequency. In this case, ωn = 1, so substituting this value into the formula will give the 2% settling time.

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Considering the above scenario, the engineer should make a report/presentation explaining the process of design on different component and its manufacturing; finally, an integration as a complete system. (Process of VR design (constraints and criteria), components of manufacturing a fountain including audio system and lights display and any other auxiliary (fire-works display, multiple screen and advertising screens)

Answers

For the process of VR design, the engineer should start by considering the constraints and criteria. The engineer should first consider the specific requirements of the client in terms of the design of the fountain. The constraints may include the size of the fountain, the materials that will be used, and the budget that the client has allocated for the project.



After considering the constraints and criteria, the engineer should start designing the fountain using virtual reality technology. Virtual reality technology allows engineers to design complex systems such as fountains with great accuracy and attention to detail. The engineer should be able to create a virtual model of the fountain that incorporates all the components that will be used in its manufacture, including the audio system and the lights display.

Once the design is complete, the engineer should then proceed to manufacture the fountain. The manufacturing process will depend on the materials that have been chosen for the fountain. The engineer should ensure that all the components are of high quality and meet the specifications of the client.

Finally, the engineer should integrate all the components to create a complete system. This will involve connecting the audio system, the lights display, and any other auxiliary components such as fireworks displays and multiple screens. The engineer should also ensure that the fountain meets all safety and regulatory requirements.

In conclusion, the engineer should prepare a report or presentation that explains the process of designing and manufacturing the fountain, including all the components and the integration process. The report should also highlight any challenges that were encountered during the project and how they were overcome. The engineer should also provide recommendations for future improvements to the design and manufacturing process.

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Determine the design heating load for a residence, 30 by 100 by 10 ft (height), to be located in Windsor Locks, Connecticut (design indoor temperature is 72 F and 30% RH and outdoor temperature is 3 F and 100% RH), which has an uninsulated slab on grade concrete floor (F-0.84 Btu/ft). The construction consists of Walls: 4 in. face brick (R=0.17), % in plywood sheathing (R=0.93), 4 in. cellular glass insulation (R=12.12), and / in. plasterboard (R=0.45) Ceiling/roof: 3 in. lightweight concrete deck (R=0.42), built-up roofing (R=0.33), 2 in. of rigid, expanded rubber insulation (R=9.10), and a drop ceiling of 7 in, acoustical tiles (R=1.25), air gap between rubber insulation and acoustical tiles (R=1.22) Windows: 45% of each wall is double pane, nonoperable, metal-framed glass with 1/4 in, air gap (U-0.69) Doors: Two 3 ft by 7 A, 1.75 in. thick, solid wood doors are located in each wall (U-0.46) All R values are in hr ft F/Btu and U values are in Btu/hr ft F units. R=1/U.

Answers

Design Heating Load Calculation for a residence located in Windsor Locks, Connecticut with an uninsulated slab on grade concrete floor and different construction materials is given below: The heating load is calculated by using the formula:

Heating Load = U × A × ΔTWhere,U = U-value of wall, roof, windows, doors etc.A = Total area of the building, walls, windows, roof and doors, etc.ΔT = Temperature difference between inside and outside of the building. And a drop ceiling of 7 in,

acoustical tiles (R = 1.25)Air gap between rubber insulation and acoustical tiles (R = 1.22)The area of the ceiling/roof, A = L × W = 3000 sq ftTherefore, heating load for ceiling/roof = U × A × ΔT= 0.0813 × 3000 × (72 - 3)= 17973 BTU/hrWalls:4 in.

face brick (R = 0.17)0.5 in. plywood sheathing (R = 0.93)4 in. cellular glass insulation (R = 12.12)And 0.625 in. Therefore, heating load for walls = U × A × ΔT= 0.0731 × 5830 × (72 - 3)= 24315 BTU/hrWindows:

45% of each wall is double pane, nonoperable, metal-framed glass with 1/4 in. air gap (U = 0.69)Therefore, heating load for doors = U × A × ΔT= 0.46 × 196 × (72 - 3)= 4047 BTU/hrFloor:

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