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)n0​ = ?

A DC motor with k = 0.75 V·s/rad runs from 120 V. Neglecting all losses at no load, find its no-load speed n0 in rpm.

V = 120 Vk = 0.75 V·s/rad
n0 = rpm
2.DC motorsHard
+−48 VRs​ = ?Ra​ = 1.2 ΩM+−En = 800 rpmT = 0.8 N·m

A DC motor (k = 0.4 V·s/rad, Ra = 1.2 Ω) on a fixed 48 V supply drives a load of 0.8 N·m. Find the series resistance Rs that slows it down to 800 rpm.

V = 48 Vk = 0.4 V·s/radRa = 1.2 ΩT = 0.8 N·mn = 800 rpm
Rs = Ω
3.Gears & gear trainsMedium
d1​ = 160 mmd2​ = 450 mm1440 rpmn2​ = ?

A 160 mm pulley at 1440 rpm drives a 450 mm pulley by a belt with 1.5 % slip. Find the speed n2 of the driven pulley.

n1 = 1440 rpmd1 = 160 mmd2 = 450 mms = 1.5 %
n2 = rpm
4.Gears & gear trainsHard
Ns​ = 20ring fixedNp​ = 24nc​ = ?

In a planetary gear set the sun gear has 20 teeth and each planet gear has 24 teeth. The ring gear is held fixed and the sun is driven at 1440 rpm. Find the speed nc of the planet carrier.

Ns = 20Np = 24ns = 1440 rpm
nc = rpm
5.Data acquisition & samplingMedium
SD0​D1​D2​D3​D4​D5​D6​D7​Tb​10·Tb​57600 Bd, 8N1

A UART sends bytes at 57600 baud in the format 8N1: 8 data bits, no parity and 1 stop bit(s), plus the start bit. Find the largest number of data bytes per second it can transfer.

baud = 57600 Bd8N1
RB = B/s
6.Data acquisition & samplingHard
f0fs​/2fs​1.4 kHz3f₁?

A 1.4 kHz square wave is sampled at 5 kHz with no anti-aliasing filter. A square wave contains the odd harmonics 3f₁, 5f₁, 7f₁, … At which frequency fa does its harmonic 3f₁ appear in the sampled data? Give it in Hz.

f₁ = 1.4 kHzfs = 5 kHzharmonic: 3f₁
fa = Hz
7.Wheatstone bridge & strain gaugesMedium
+−6 V150 Ω150 Ω + ΔR150 Ω150 Ωab+−14.93 mV

A bridge with four 150 Ω arms is supplied with 6 V. When the sensor R₂ changes, the output reads Vab = 14.93 mV. Find the exact change ΔR of R₂.

Vs = 6 VR = 150 ΩVab = 14.93 mV
ΔR = Ω
8.Wheatstone bridge & strain gaugesHard
+−V120 Ω120 Ω + ΔR120 Ω120 Ωab+−

A 120 Ω strain gauge with gauge factor 2.05 is bonded to a steel bar. Under load its resistance rises by 0.123 Ω. Find the strain ε in microstrain (µε).

R = 120 ΩGF = 2.05ΔR = 0.123 Ω
ε = µε
9.Steady-state error & PID controlMedium
R(s)+K = 100.52s + 1C(s)−

A process G(s) = 0.5/(2s + 1) is controlled by a proportional gain K = 10 in a unity-feedback loop. Find the steady-state error ess for a step, as a percentage of the step size.

G(s) = 0.5/(2s + 1)K = 10
ess = %
10.Steady-state error & PID controlHard
R(s)+K = 105s(s + 4)C(s)−

A proportional controller K = 10 drives the plant G(s) = 5/(s(s + 4)) in a unity-feedback loop. Find the percent overshoot %OS of the step response.

G(s) = 5/(s(s + 4))K = 10
%OS = %
11.Step responseMedium
t (s)y(t)1ts​ = ?

A system has the transfer function G(s) = 70/(s² + 8s + 70) and receives a unit step input. Find the 2 % settling time ts of the step response, using ts ≈ 4/(ζωₙ).

G(s) = 70/(s² + 8s + 70)
ts = s
12.Step responseHard
t (s)y(t)1tp​ = 2 s8 %

The step response of a second-order system without zeros shows 8 % overshoot, and the first peak occurs at t = 2 s. Find the natural frequency ωn.

%OS = 8 %tp = 2 s
ωn = rad/s

3Solutions

1.DC motors

Answer: n0 = 1528 rpm

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.

No-load speed

ω₀ = V/k = 120/0.75 = 160 rad/s
n0 = 60·160/(2π) = 1528 rpm

Answer

n0 = 1528 rpm
2.DC motors

Answer: Rs = 6.045 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 = 0.8/0.4 = 2 A
E = 0.4·83.78 = 33.51 V

Series resistance

Ra + Rs = (48 − 33.51)/2 = 7.245 Ω
Rs = 6.045 Ω

Answer

Rs = 6.045 Ω

The resistor wastes 24.18 W; a chopper controls the speed with far less loss.

3.Gears & gear trains

Answer: n2 = 504.3 rpm

Belt drives: without slip, both pulleys have the same rim speed v = π·d·n/60, so n₁·d₁ = n₂·d₂ and the speed ratio is d₂/d₁. Slip s makes the driven pulley a little slower: n₂ = n₁·(d₁/d₂)·(1 − s). The power transmitted is P = (T₁ − T₂)·v, with T₁ the tension on the tight side and T₂ on the slack side. Friction limits the ratio of the tensions: T₁/T₂ = eμθ, where θ is the angle of wrap in radians on the smaller pulley; for an open belt θ = π − 2·asin((d₂ − d₁)/(2C)) with centre distance C.

Speed without slip

1440·160/450 = 512 rpm

With slip

n2 = 512·0.985 = 504.3 rpm

Answer

n2 = 504.3 rpm
4.Gears & gear trains

Answer: nc = 327.3 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 = 20 + 2·24 = 68

Willis equation with the ring fixed

Set nr = 0 and solve for the carrier speed.

(1440 − nc)/(0 − nc) = −68/20
nc = ns·Ns/(Ns + Nr) = 1440·20/88 = 327.3 rpm

Answer

nc = 327.3 rpm

The carrier turns in the same direction as the sun.

5.Data acquisition & sampling

Answer: RB = 5760 B/s

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.

Bits per frame

1 + 8 + 0 + 1 = 10

Byte rate

57600/10 = 5760 B/s

Answer

RB = 5760 B/s
6.Data acquisition & sampling

Answer: fa = 800 Hz

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.

Harmonic frequency

3f₁ = 3·1.4 kHz = 4.2 kHz

Nearest multiple of the sampling rate

m = round(0.84) = 1

Alias frequency

fa = |4200 − 1·5000| = 800 Hz

Answer

fa = 800 Hz

The alias lands inside the signal band, where no digital filter can remove it. Only an analogue filter before the ADC helps.

7.Wheatstone bridge & strain gauges

Answer: ΔR = 1.5 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 = 3 + 0.01493 = 3.015 V

Solve the divider

R₂ = 150·3.015/(6 − 3.015) = 151.5 Ω
ΔR = 151.5 − 150 = 1.5 Ω

Answer

ΔR = 1.5 Ω
8.Wheatstone bridge & strain gauges

Answer: ε = 500 µε

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.

Relative resistance change

ΔR/R = 0.123/120 = 0.001025

Strain

ε = 0.001025/2.05 = 0.0005 = 500 µε

Answer

ε = 500 µε
9.Steady-state error & PID control

Answer: ess = 16.67 %

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 = 10·0.5 = 5

Step error

ess = 100/(1 + 5) = 16.67 %

Answer

ess = 16.67 %
10.Steady-state error & PID control

Answer: %OS = 39.6 %

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

s(s + 4) + 10·5 = s² + 4s + 50

ωₙ and ζ

ωₙ = √50 = 7.071 rad/s
ζ = 4/(2·7.071) = 0.2828

Overshoot

%OS = 100·e−0.2828π/√(1 − 0.2828²) = 39.6 %

Answer

%OS = 39.6 %
11.Step response

Answer: ts = 1 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 = 70 → ωₙ = 8.367 rad/s
2ζωₙ = 8 → ζ = 8/(2·8.367) = 0.4781

Result

ζωₙ = 4 → ts ≈ 4/4 = 1 s

Answer

ts = 1 s
12.Step response

Answer: ωn = 2.015 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).

Damping ratio

ζ = −ln(0.08)/√(π² + ln²(0.08)) = 2.526/√(9.87 + 6.379) = 0.6266

Natural frequency

ωd = π/tp = π/2 = 1.571 rad/s
ωₙ = ωd/√(1 − ζ²) = 1.571/0.7794 = 2.015 rad/s

Answer

ωn = 2.015 rad/s

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