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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
Draw the armature circuit: supply V, resistance Ra and the back-EMF E in series.
Use V = E + Ia·Ra to link voltage, current and back-EMF.
Use E = k·ω for speed and T = k·Ia for torque, with ω = 2π·n/60.
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
Write down what is given: sampling rate, signal frequencies, number of bits, input range, baud rate.
For sampling questions, compare each frequency with fs/2; a higher frequency appears at fa = |f − k·fs| with the nearest multiple of fs.
For resolution questions, find 1 LSB = VFSR/2ᴺ, or the smallest N with 2ᴺ ≥ span/resolution.
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
Treat the bridge as two voltage dividers across the same supply.
For balance, set R₁/R₂ = R₃/R₄ and solve for the unknown resistor.
For an unbalanced bridge, find Va and Vb from the dividers and subtract; use the Thévenin equivalent when a meter loads the output.
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
Count the poles of the open loop C(s)·G(s) at s = 0: that is the system type.
Work out the error constant that matches the input: Kp for a step, Kv for a ramp, Ka for a parabola.
Apply ess = A/(1 + Kp), A/Kv or A/Ka, or solve it for the gain you need.
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
A DC motor (k = 0.8 N·m/A, Ra = 1.5 Ω) runs from 110 V and drives a load torque of 6.4 N·m. Find its speed n in rpm.
V = 110 Vk = 0.8 N·m/ARa = 1.5 ΩT = 6.4 N·m
n = rpm
2.DC motorsHard
A DC motor (k = 0.3 V·s/rad, Ra = 2 Ω) on a fixed 110 V supply drives a load of 1.5 N·m. Find the series resistance Rs that slows it down to 1500 rpm.
A 3 kW motor running at 1440 rpm drives a pinion with 30 teeth and a module of 2.5 mm. Find the tangential force Ft on the pinion teeth.
P = 3 kWn = 1440 rpmN1 = 30m = 2.5 mm
Ft = N
4.Gears & gear trainsHard
In a planetary gear set the sun gear has 15 teeth and each planet gear has 15 teeth. The ring gear is held fixed and the sun is driven at 900 rpm. Find the speed nc of the planet carrier.
Ns = 15Np = 15ns = 900 rpm
nc = rpm
5.Data acquisition & samplingMedium
An 8-bit ADC with an input range of 0 to 2.5 V truncates: its output code is ⌊Vin/LSB⌋ with 1 LSB = VFSR/2ᴺ. Find the decimal output code D for an input of 2.186 V.
N = 8VFSR = 2.5 VVin = 2.186 V
D =
6.Data acquisition & samplingHard
A 4-channel multiplexer feeds one ADC. Each conversion takes 2.5 µs, and after every channel switch the input needs 2 µs to settle. The channels are scanned in turn without pause. Find the sampling rate fs of each channel, in kHz.
n = 4tc = 2.5 µstset = 2 µs
fs = kHz
7.Wheatstone bridge & strain gaugesMedium
A galvanometer with a resistance of 200 Ω is connected between a and b of the bridge shown (Vs = 10 V). Find the galvanometer current Ig from a to b, in µA.
A quarter bridge with one active gauge (GF = 2.05) is excited with 10 V. Under load the output reads 1.281 mV. Find the strain ε in µε.
Vs = 10 VGF = 2.05Vo = 1.281 mV
ε = µε
9.Steady-state error & PID controlMedium
A unity-feedback loop with G(s) = K/(s(s + 1)) must follow the ramp r(t) = 1t with a steady-state error of 0.02. Find the gain K.
G(s) = K/(s(s + 1))r(t) = 1tess = 0.02
K =
10.Steady-state error & PID controlHard
A proportional controller K = 8 drives the plant G(s) = 10/(s(s + 6)) in a unity-feedback loop. Find the percent overshoot %OS of the step response.
G(s) = 10/(s(s + 6))K = 8
%OS = %
11.Step responseMedium
A system has the transfer function G(s) = 32/(s² + 6s + 16) and receives a unit step input. Find the peak time tp of the step response.
G(s) = 32/(s² + 6s + 16)
tp = s
12.Step responseHard
The step response of a second-order system without zeros shows 40 % overshoot, and the first peak occurs at t = 0.8 s. Find the natural frequency ωn.
%OS = 40 %tp = 0.8 s
ωn = rad/s
3Solutions
1.DC motors
Answer: n = 1170 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.
Armature current
Ia = T/k = 6.4/0.8 = 8 A
Back-EMF and speed
E = 110 − 8·1.5 = 98 V
ω = E/k = 122.5 rad/s → n = 1170 rpm
Answer
n = 1170 rpm
2.DC motors
Answer: Rs = 10.58 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 = 1.5/0.3 = 5 A
E = 0.3·157.1 = 47.12 V
Series resistance
Ra + Rs = (110 − 47.12)/5 = 12.58 Ω
Rs = 10.58 Ω
Answer
Rs = 10.58 Ω
The resistor wastes 264.4 W; a chopper controls the speed with far less loss.
3.Gears & gear trains
Answer: Ft = 530.5 N
Gear geometry: the module m sets the tooth size. A gear with N teeth has a pitch diameter d = m·N, two meshing gears have the same module, and their centre distance is a = (d₁ + d₂)/2 = m·(N₁ + N₂)/2. The pitch-line speed is v = π·d·n/60, and the tangential tooth force follows from the torque: Ft = 2T/d.
Torque on the pinion
ω = 2π·1440/60 = 150.8 rad/s
T = P/ω = 3000/150.8 = 19.89 N·m
Pitch diameter
d = m·N = 2.5·30 = 75 mm
Tangential force
Ft = 2T/d = 2·19.89/0.075 = 530.5 N
Answer
Ft = 530.5 N
4.Gears & gear trains
Answer: nc = 225 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 = 15 + 2·15 = 45
Willis equation with the ring fixed
Set nr = 0 and solve for the carrier speed.
(900 − nc)/(0 − nc) = −45/15
nc = ns·Ns/(Ns + Nr) = 900·15/60 = 225 rpm
Answer
nc = 225 rpm
The carrier turns in the same direction as the sun.
5.Data acquisition & sampling
Answer: D = 223
ADC resolution: an N-bit converter divides its full-scale range VFSR into 2ᴺ codes, from 0 to 2ᴺ − 1. One step is 1 LSB = VFSR/2ᴺ: the smallest change the converter can show. A truncating ADC gives the code ⌊Vin/LSB⌋; a rounding ADC is never more than ½ LSB away from the true value, its quantisation error. Every extra bit halves the LSB and adds about 6 dB to the ideal signal-to-quantisation-noise ratio SQNR = 6.02·N + 1.76 dB for a full-scale sine. To reach a resolution r over a span, choose the smallest N with 2ᴺ ≥ span/r.
Step size
1 LSB = 2.5/28 = 9.766 mV
Code
Vin/LSB = 2186/9.766 = 223.8
code = ⌊223.8⌋ = 223
Answer
D = 223
In binary that is 11011111.
6.Data acquisition & sampling
Answer: fs = 55.56 kHz
Data rates: every channel delivers fs samples per second of N bits, so the raw rate is channels × fs × N bit/s. In memory a sample takes whole bytes (a 12-bit sample is stored in 2 bytes), so the memory for a recording is channels × fs × bytes per sample × time. A multiplexed ADC converts the channels one after another: each conversion (with settling) takes t, so one round of n channels takes n·t and each channel is sampled at 1/(n·t).
Time per channel
2.5 + 2 = 4.5 µs
Time per scan
4·4.5 = 18 µs
Sampling rate per channel
fs = 1/18 µs = 55.56 kHz
Answer
fs = 55.56 kHz
7.Wheatstone bridge & strain gauges
Answer: Ig = −8130 µA
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.
Thévenin voltage
Vth = 10·(120/270 − 20/30) = −2.222 V
Thévenin resistance
Rth = R₁∥R₂ + R₃∥R₄ = 73.33 Ω
Galvanometer current
Ig = −2.222/(73.33 + 200) = −8130 µA
Answer
Ig = −8130 µA
8.Wheatstone bridge & strain gauges
Answer: ε = 250 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.
Solve the quarter-bridge equation
ε = 4·0.001281/(10·2.05) = 0.00025
In microstrain
ε = 250 µε
Answer
ε = 250 µε
9.Steady-state error & PID control
Answer: K = 50
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.
Required velocity constant
Kv = A/ess = 1/0.02 = 50
Gain
K = 1·Kv = 50
Answer
K = 50
A large gain makes this loop very lightly damped: ζ = 0.07071. That conflict is why compensators are used.
10.Steady-state error & PID control
Answer: %OS = 32.68 %
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 + 6) + 8·10 = s² + 6s + 80
ωₙ and ζ
ωₙ = √80 = 8.944 rad/s
ζ = 6/(2·8.944) = 0.3354
Overshoot
%OS = 100·e−0.3354π/√(1 − 0.3354²) = 32.68 %
Answer
%OS = 32.68 %
11.Step response
Answer: tp = 1.187 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).
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).