Mechatronic Systems: cram pack

Formula sheets, the key method steps for every topic and 12 practice problems, with full solutions at the back.

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1Formulas and methods

DC motors

Armature circuit
V = E + IaRa
Back-EMF and torque
E = k·ω, T = k·Ia
Speed
ω = 2π·n/60, ω = (V − IaRa)/k
No-load speed and stall torque
ω0 = V/k, Tstall = k·V/Ra
Powers
Pin = V·Ia, Pdev = E·Ia = T·ω, Pout = Pdev − Prot
Starting
Istart = V/(Ra + Rst)
Speed regulation
SR = (n0 − nFL)/nFL
Maximum developed power
Pmax = V²/(4Ra)
Chopper drive
Va = D·Vdc

Method

  1. Draw the armature circuit: supply V, resistance Ra and the back-EMF E in series.
  2. Use V = E + Ia·Ra to link voltage, current and back-EMF.
  3. Use E = k·ω for speed and T = k·Ia for torque, with ω = 2π·n/60.
  4. For power and efficiency, start from V·Ia, subtract the copper loss Ia²·Ra and then the rotational losses.

Gears & gear trains

Meshing gears
n1·N1 = n2·N2
Torque
T2 = T1·(N2/N1)·η
Power
P = T·ω, ω = 2π·n/60
Compound train
total ratio = product of the stage ratios

Data acquisition & sampling

Nyquist criterion
fs > 2·fmax, fN = fs/2
Alias frequency
fa = |f − k·fs|, k = round(f/fs)
Step size
1 LSB = VFSR/2ᴺ
Quantisation error (rounding)
±½ LSB
Truncating ADC code
D = ⌊Vin/LSB⌋
Bits for a resolution r
2ᴺ ≥ span/r
Ideal SQNR, full-scale sine
SQNR = 6.02·N + 1.76 dB
Data rate
channels × fs × N bit/s
Multiplexed ADC
fs = 1/(n·(tc + tset))
UART
Tb = 1/baud; 8N1 = 10 bits per byte; bytes/s = baud/bits per frame
Baud rate divider
baud = fclk/(16·D)

Method

  1. Write down what is given: sampling rate, signal frequencies, number of bits, input range, baud rate.
  2. For sampling questions, compare each frequency with fs/2; a higher frequency appears at fa = |f − k·fs| with the nearest multiple of fs.
  3. For resolution questions, find 1 LSB = VFSR/2ᴺ, or the smallest N with 2ᴺ ≥ span/resolution.
  4. For data rates and UART links, count everything that is sent: channels, samples per second, bits or whole bytes per sample, and the start, parity and stop bits of every frame.

Wheatstone bridge & strain gauges

Divider voltages
Va = VsR2/(R1 + R2), Vb = VsR4/(R3 + R4)
Output
Vab = Va − Vb
Balance
R1/R2 = R3/R4
Slide-wire bridge
R/Rx = l/(100 − l)
Thévenin resistance
Rth = R1∥R2 + R3∥R4
Gauge factor
ΔR/R = GF·ε
Bridge output
quarter Vs·GF·ε/4, half Vs·GF·ε/2, full Vs·GF·ε
Small change, one arm
Vab ≈ Vs·ΔR/(4R)
Stress
σ = E·ε

Method

  1. Treat the bridge as two voltage dividers across the same supply.
  2. For balance, set R₁/R₂ = R₃/R₄ and solve for the unknown resistor.
  3. For an unbalanced bridge, find Va and Vb from the dividers and subtract; use the Thévenin equivalent when a meter loads the output.
  4. For strain gauges, convert strain to ΔR/R = GF·ε and use Vs·GF·ε/4, /2 or ×1 for a quarter, half or full bridge.

Steady-state error & PID control

System type
number of poles of G(s) at s = 0
Error constants
Kp = lim G(s), Kv = lim s·G(s), Ka = lim s²·G(s) (s → 0)
Step A
ess = A/(1 + Kp)
Ramp A·t
ess = A/Kv
Parabola A·t²/2
ess = A/Ka
PID controller
C(s) = Kp + Ki/s + Kd·s
Second-order target
s² + 2ζωns + ωn²
Overshoot and timing
%OS = 100·e−ζπ/√(1−ζ²), tp = π/ωd, ts ≈ 4/(ζωn)

Method

  1. Count the poles of the open loop C(s)·G(s) at s = 0: that is the system type.
  2. Work out the error constant that matches the input: Kp for a step, Kv for a ramp, Ka for a parabola.
  3. Apply ess = A/(1 + Kp), A/Kv or A/Ka, or solve it for the gain you need.
  4. For a damping or speed specification, write the closed-loop characteristic polynomial and match it with s² + 2ζω_n·s + ω_n².

2Practice problems

1.DC motorsMedium
T (N·m)n (rpm)Tst​ = ?n0​

A DC motor with k = 0.3 N·m/A and Ra = 1.5 Ω is connected to 24 V. Find its stall torque Tstall, the torque at zero speed.

V = 24 Vk = 0.3 N·m/ARa = 1.5 Ω
Tstall = N·m
2.DC motorsHard
+−120 VRs​ = ?Ra​ = 0.4 ΩM+−En = 500 rpmT = 3.6 N·m

A DC motor (k = 0.3 V·s/rad, Ra = 0.4 Ω) on a fixed 120 V supply drives a load of 3.6 N·m. Find the series resistance Rs that slows it down to 500 rpm.

V = 120 Vk = 0.3 V·s/radRa = 0.4 ΩT = 3.6 N·mn = 500 rpm
Rs = Ω
3.Gears & gear trainsMedium
N1​ = 15N2​ = 18

A 3 kW motor running at 2900 rpm drives a pinion with 15 teeth, which meshes with a gear with 18 teeth. Ignore losses. Find the output torque T2 on the gear shaft.

P = 3 kWn1 = 2900 rpmN1 = 15N2 = 18η = 100%
T2 = N·m
4.Gears & gear trainsHard
Ns​ = 24ring fixedNp​ = 15nc​ = ?

In a planetary gear set the sun gear has 24 teeth and each planet gear has 15 teeth. The ring gear is held fixed and the sun is driven at 1440 rpm. Find the speed nc of the planet carrier.

Ns = 24Np = 15ns = 1440 rpm
nc = rpm
5.Data acquisition & samplingMedium
tTs​ = 1/fs​f = 18.5 kHzfs​ = 10 kHz

An 18.5 kHz sine wave is sampled at 10 kHz without an anti-aliasing filter. At which frequency fa does it appear in the samples? Give it in kHz.

f = 18.5 kHzfs = 10 kHz
fa = kHz
6.Data acquisition & samplingHard
SD0​D1​D2​D3​D4​D5​D6​D7​1/fbaud​24 MHz / (16·D)

A microcontroller with a 24 MHz clock sets its UART baud rate as fclk/(16·D), with D a whole number rounded to the nearest value. The target is 38400 baud. Find the percentage error of the real baud rate (positive when it is too fast).

fclk = 24 MHztarget = 38400 Bd
e = %
7.Wheatstone bridge & strain gaugesMedium
+−15 V120 Ω120 Ω + ΔR120 Ω120 Ωab+−182.9 mV

A bridge with four 120 Ω arms is supplied with 15 V. When the sensor R₂ changes, the output reads Vab = 182.9 mV. Find the exact change ΔR of R₂.

Vs = 15 VR = 120 ΩVab = 182.9 mV
ΔR = Ω
8.Wheatstone bridge & strain gaugesHard
+−2.5 V350 Ω350 Ω + ΔR350 Ω350 Ωab+−0.75 mV

A strain gauge (GF = 2) on a member with E = 200 GPa forms a quarter bridge excited with 2.5 V. The output reads 0.75 mV. Find the axial stress σ in MPa.

Vs = 2.5 VGF = 2Vo = 0.75 mVE = 200 GPa
σ = MPa
9.Steady-state error & PID controlMedium
R(s)+K = 20110s + 1C(s)−

A process G(s) = 1/(10s + 1) is controlled by a proportional gain K = 20 in a unity-feedback loop. Find the steady-state error ess for a step, as a percentage of the step size.

G(s) = 1/(10s + 1)K = 20
ess = %
10.Steady-state error & PID controlHard
R(s)+Kp​ + Ki​/s1s + 2C(s)−

A PI controller C(s) = Kp + Ki/s drives the plant G(s) = 1/(s + 2) in a unity-feedback loop. The closed loop must have ωₙ = 6 rad/s and ζ = 0.6. Find the integral gain Ki.

G(s) = 1/(s + 2)ωₙ = 6 rad/sζ = 0.6
Ki =
11.Step responseMedium
t (s)y(t)3

A system has the transfer function G(s) = 180/(s² + 10s + 60) and receives a unit step input. Find the natural frequency ωn in rad/s.

G(s) = 180/(s² + 10s + 60)
ωn = rad/s
12.Step responseHard
R(s)+Ks(s + 20)G(s)C(s)−

A unity negative feedback loop has G(s) = K/(s(s + 20)). Find the gain K that gives a step response with 30 % overshoot.

G(s) = K/(s(s + 20))%OS = 30 %
K =

3Solutions

1.DC motors

Answer: Tstall = 4.8 N·m

DC motor: the armature is a resistance Ra in series with the back-EMF E, so V = E + Ia·Ra. The back-EMF grows with speed, E = k·ω, and the torque with current, T = k·Ia, with the same motor constant k (V·s/rad = N·m/A) in SI units. Convert speeds with ω = 2π·n/60. The developed power is E·Ia = T·ω; the input power is V·Ia, and the copper loss Ia²Ra and the rotational loss make the difference. The speed falls in a straight line with torque, ω = V/k − Ra·T/k², from the no-load speed V/k to zero at the stall torque k·V/Ra. At standstill E = 0, so the starting current V/Ra is large unless a resistor limits it.

Stall current

Ia = V/Ra = 24/1.5 = 16 A

Stall torque

Tstall = 0.3·16 = 4.8 N·m

Answer

Tstall = 4.8 N·m
2.DC motors

Answer: Rs = 8.291 Ω

DC motor: the armature is a resistance Ra in series with the back-EMF E, so V = E + Ia·Ra. The back-EMF grows with speed, E = k·ω, and the torque with current, T = k·Ia, with the same motor constant k (V·s/rad = N·m/A) in SI units. Convert speeds with ω = 2π·n/60. The developed power is E·Ia = T·ω; the input power is V·Ia, and the copper loss Ia²Ra and the rotational loss make the difference. The speed falls in a straight line with torque, ω = V/k − Ra·T/k², from the no-load speed V/k to zero at the stall torque k·V/Ra. At standstill E = 0, so the starting current V/Ra is large unless a resistor limits it.

Current and back-EMF

Ia = 3.6/0.3 = 12 A
E = 0.3·52.36 = 15.71 V

Series resistance

Ra + Rs = (120 − 15.71)/12 = 8.691 Ω
Rs = 8.291 Ω

Answer

Rs = 8.291 Ω

The resistor wastes 1194 W; a chopper controls the speed with far less loss.

3.Gears & gear trains

Answer: T2 = 11.85 N·m

Gear trains: meshing gears have the same speed at the teeth, so n₁·N₁ = n₂·N₂: the gear with fewer teeth turns faster. Gears on one shaft turn at the same speed. Power is passed on (minus losses), so torque goes up when speed goes down: T₂ = T₁·(N₂/N₁)·η, and P = T·ω with ω = 2π·n/60.

Motor torque

ω₁ = 2π·2900/60 = 303.7 rad/s
T1 = P/ω₁ = 3000/303.7 = 9.879 N·m

Output torque

T2 = 9.879·18/15·1 = 11.85 N·m

Answer

T2 = 11.85 N·m
4.Gears & gear trains

Answer: nc = 443.1 rpm

Planetary gear sets: the speeds of sun, ring and carrier are linked by the Willis equation (ns − nc)/(nr − nc) = −Nr/Ns: seen from the carrier, the set is an ordinary train with the planets as idlers. Holding one member fixed turns the set into a single-ratio reducer.

Ring gear teeth

Nr = Ns + 2·Np = 24 + 2·15 = 54

Willis equation with the ring fixed

Set nr = 0 and solve for the carrier speed.

(1440 − nc)/(0 − nc) = −54/24
nc = ns·Ns/(Ns + Nr) = 1440·24/78 = 443.1 rpm

Answer

nc = 443.1 rpm

The carrier turns in the same direction as the sun.

5.Data acquisition & sampling

Answer: fa = 1.5 kHz

Sampling: an ADC measures the signal fs times per second. By the Nyquist–Shannon theorem a frequency f is captured correctly only while f < fs/2, the Nyquist (folding) frequency, so the sampling rate must exceed twice the highest signal frequency. A higher frequency is not lost: it shows up as an alias at fa = |f − k·fs|, with the whole number k that brings the result between 0 and fs/2. The samples cannot tell the two apart, so an analogue anti-aliasing filter must remove everything above fs/2 before the ADC.

Nyquist frequency

fs/2 = 5 kHz < f = 18.5 kHz

Nearest multiple of the sampling rate

k = round(18.5/10) = 2

Alias frequency

fa = |18.5 − 2·10| = 1.5 kHz

Answer

fa = 1.5 kHz

The dashed curve in the figure is the alias: it passes through exactly the same samples.

6.Data acquisition & sampling

Answer: e = 0.1603 %

UART: an asynchronous serial link sends each byte as a frame: one start bit (low), the data bits, an optional parity bit and one or two stop bits (high). The baud rate is the number of bits per second, so one bit lasts Tb = 1/baud and a frame of n bits lasts n/baud. The common 8N1 format has 10 bits per byte. The baud generator divides the clock: baud = fclk/(16·D) with a whole number D, so the real baud rate differs slightly from the target; an error below about 2 % is usually acceptable.

Divider

D = 24·10⁶/(16·38400) = 39.06 → 39

Real baud rate

24·10⁶/(16·39) = 38462 Bd

Error

(38462 − 38400)/38400·100 = 0.1603 %

Answer

e = 0.1603 %

An error below about 2 % is usually acceptable.

7.Wheatstone bridge & strain gauges

Answer: ΔR = 6 Ω

Wheatstone bridge: two voltage dividers share one supply Vs. The left divider R1–R2 gives Va = Vs·R2/(R1 + R2) and the right divider R3–R4 gives Vb = Vs·R4/(R3 + R4); the output is Vab = Va − Vb. The bridge is balanced (Vab = 0, no current in the meter) when R1/R2 = R3/R4, that is R1·R4 = R2·R3. Seen from the output, the bridge is a Thévenin source with Rth = R1∥R2 + R3∥R4.

Node voltage

Va = 7.5 + 0.1829 = 7.683 V

Solve the divider

R₂ = 120·7.683/(15 − 7.683) = 126 Ω
ΔR = 126 − 120 = 6 Ω

Answer

ΔR = 6 Ω
8.Wheatstone bridge & strain gauges

Answer: σ = 120 MPa

Strain gauges: a gauge changes its resistance with strain: ΔR/R = GF·ε, where the gauge factor GF is about 2 for metal foil. In a bridge with all arms equal to R, one active gauge (quarter bridge) gives Vo ≈ Vs·GF·ε/4. Two active gauges with opposite strains in adjacent arms (half bridge) give Vs·GF·ε/2, and four (full bridge) give Vs·GF·ε. Stress follows from Hooke’s law, σ = E·ε. Load cells state their sensitivity in mV/V: the output at full load per volt of excitation.

Strain

ε = 4·0.00075/(2.5·2) = 0.0006

Stress

σ = 200·10³ MPa·0.0006 = 120 MPa

Answer

σ = 120 MPa
9.Steady-state error & PID control

Answer: ess = 4.762 %

Steady-state error: in a unity-feedback loop with open-loop transfer function G(s) the error is E(s) = R(s)/(1 + G(s)), and by the final value theorem ess = lims→0 s·E(s). The system type is the number of poles of G(s) at s = 0. The error constants are Kp = lim G(s), Kv = lim s·G(s) and Ka = lim s²·G(s), all for s → 0. A step of size A gives ess = A/(1 + Kp), a ramp A·t gives A/Kv and a parabola A·t²/2 gives A/Ka. A type-0 loop follows a step with a finite error, a type-1 loop follows it exactly and a ramp with a finite error.

Position constant

Kp = 20·1 = 20

Step error

ess = 100/(1 + 20) = 4.762 %

Answer

ess = 4.762 %
10.Steady-state error & PID control

Answer: Ki = 36

P, PI and PID control: the controller C(s) = Kp + Ki/s + Kd·s acts on the error. A proportional gain makes the loop faster and reduces the error of a type-0 plant, but never removes it. The integral term adds a pole at s = 0: the system type rises by one, and a step is followed without error. The derivative term adds damping. To choose gains, write the closed-loop characteristic polynomial and compare it with s² + 2ζωns + ωn². Then %OS = 100·e−ζπ/√(1−ζ²), tp = π/ωd with ωd = ωn√(1 − ζ²), and ts ≈ 4/(ζωn).

Characteristic polynomial

1 + C(s)G(s) = 0, multiplied by s(s + 2).

s² + (2 + 1Kp)s + 1Ki

Target polynomial

s² + 2·0.6·6s + 6² = s² + 7.2s + 36

Match the coefficients

1Ki = 36 → Ki = 36

Answer

Ki = 36

The integral term makes the loop type 1, so a step is followed without steady-state error.

11.Step response

Answer: ωn = 7.746 rad/s

Step response: a first-order system G(s) = K/(τs + 1) answers a step of size U with y(t) = K·U·(1 − e−t/τ): it reaches 63.2 % of the final value K·U after one time constant τ and 98 % after 4τ. A second-order system G(s) = K·ωₙ²/(s² + 2ζωₙs + ωₙ²) has the poles s = −ζωₙ ± jωd with ωd = ωₙ√(1 − ζ²). For 0 < ζ < 1 the step response overshoots: percent overshoot %OS = 100·e−ζπ/√(1−ζ²), peak time tp = π/ωd, and the 2 % settling time ts ≈ 4/(ζωₙ). Compare the denominator with s² + 2ζωₙs + ωₙ² to read off ωₙ and ζ. For a mass–spring–damper ωₙ = √(k/m) and ζ = c/(2√(km)); for a series RLC circuit ωₙ = 1/√(LC) and ζ = (R/2)·√(C/L).

Compare with the standard form

The denominator must match s² + 2ζωₙs + ωₙ².

ωₙ² = 60 → ωₙ = 7.746 rad/s
2ζωₙ = 10 → ζ = 10/(2·7.746) = 0.6455

Result

ωₙ = 7.746 rad/s

Answer

ωn = 7.746 rad/s
12.Step response

Answer: K = 780.9

Step response: a first-order system G(s) = K/(τs + 1) answers a step of size U with y(t) = K·U·(1 − e−t/τ): it reaches 63.2 % of the final value K·U after one time constant τ and 98 % after 4τ. A second-order system G(s) = K·ωₙ²/(s² + 2ζωₙs + ωₙ²) has the poles s = −ζωₙ ± jωd with ωd = ωₙ√(1 − ζ²). For 0 < ζ < 1 the step response overshoots: percent overshoot %OS = 100·e−ζπ/√(1−ζ²), peak time tp = π/ωd, and the 2 % settling time ts ≈ 4/(ζωₙ). Compare the denominator with s² + 2ζωₙs + ωₙ² to read off ωₙ and ζ. For a mass–spring–damper ωₙ = √(k/m) and ζ = c/(2√(km)); for a series RLC circuit ωₙ = 1/√(LC) and ζ = (R/2)·√(C/L).

Closed-loop transfer function

T(s) = K/(s² + 20s + K)

Damping ratio from the overshoot

ζ = −ln(0.3)/√(π² + ln²(0.3)) = 0.3579

Gain

ωₙ = 20/(2ζ) = 27.94 rad/s
K = ωₙ² = 780.9

Answer

K = 780.9

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