Find the shear force Vx at the section x = 3 m from support A. Use sagging moments positive and upward shear on the left face positive.
L = 4 mw = 2 kN/m from 0 to 4 mx = 3 m
Vx = kN
6.Shear force & bending momentHard
The simply supported beam carries a uniformly distributed load over part of its span. Find the maximum bending moment Mmax in the beam.
L = 6 mw = 20 kN/m from 2 to 6 m
Mmax = kN·m
7.Beam deflectionMedium
A simply supported beam carries a uniformly distributed load w over its whole span. Find the maximum deflection δmax, at midspan.
w = 15 kN/mL = 4 mE = 200 GPa (steel)I = 36 × 10⁶ mm⁴
δmax = mm
8.Beam deflectionHard
A simply supported beam carries a uniformly distributed load w and a point load P at midspan. Using superposition, find the midspan deflection δmax.
P = 26 kNw = 10 kN/mL = 3 mE = 200 GPa (steel)I = 84 × 10⁶ mm⁴
δmax = mm
9.Column bucklingMedium
A column of length L made of steel is pinned at both ends. Using Euler’s formula, find its critical buckling load Pcr.
L = 5 mE = 200 GPa (steel)b × h = 40 × 80 mm
Pcr = kN
10.Column bucklingHard
A solid round column of length L made of steel is fixed at the base and pinned at the top. It must carry 20 kN with a factor of safety of 2.5 against buckling. Find the smallest diameter d.
P = 20 kNn = 2.5L = 1.5 mE = 200 GPa (steel)
d = mm
11.Centroid & second moment of areaMedium
Find the second moment of area Ix of the T-section about the horizontal axis x through its centroid.
bf = 140 mmtf = 20 mmtw = 14 mmhw = 300 mm
Ix = × 10⁶ mm⁴
12.Centroid & second moment of areaHard
The T-section is used as a beam with the flange on top and carries a sagging bending moment of 5 kN·m. Find the size of the bending stress σtop at the top edge.
A 2.5 m thick overconsolidated clay layer has Cc = 0.5, Cr = 0.04 and e₀ = 0.85. At its mid-depth the effective vertical stress is 95 kPa and the overconsolidation ratio is OCR = 1.5. A new building adds 20 kPa of vertical stress at mid-depth. Find the primary consolidation settlement S in mm.
A clay layer 4.5 m thick has a coefficient of consolidation cv = 1.5 m²/year. It lies on impervious rock, with sand above it, so water drains out only at the top. For 80% average consolidation the time factor is Tv = 0.567. How many years t does the layer take to reach 80% consolidation?
A vertical rectangular gate 3 m wide sits in the wall of a tank of water, with its top edge 2 m below the surface. Find the resultant hydrostatic force F on the gate.
d = 2 mH = 1 mb = 3 mρ = 1000 kg/m³g = 9.81 m/s²
F = kN
18.Hydrostatic forceHard
A vertical rectangular gate 2 m wide sits in the wall of a tank of seawater, with its top edge 0.5 m below the surface. Find the resultant hydrostatic force F on the gate.
Water flows at a mean velocity of 1 m/s through a pipe 400 m long with an inside diameter of 150 mm. Use the Darcy friction factor f = 0.025 and g = 9.81 m/s². Find the friction head loss hf.
A pipe 300 m long with an inside diameter of 250 mm (Darcy friction factor f = 0.025) runs from an open reservoir and discharges as a free jet into the air. The minor losses are a square-edged entrance (K = 0.5), 3 bends (K = 0.3 each) and a valve (K = 10). Use g = 9.81 m/s². How far H must the reservoir surface be above the pipe outlet for a flow rate of 50 L/s?
A trapezoidal brickwork channel has a bottom width of 3.5 m and side slopes of 1.5:1 (horizontal:vertical). Water flows uniformly 2.5 m deep. Manning n = 0.015 and the bed slope is S = 0.003. Find the flow rate Q in m³/s.
b = 3.5 my = 2.5 mz = 1.5n = 0.015S = 0.003
Q = m³/s
22.Open-channel flow (Manning)Hard
A trapezoidal grass-lined earth channel with a bottom width of 3.5 m and side slopes of 2:1 (horizontal:vertical) must carry 3.6 m³/s in uniform flow at a depth of 0.8 m. Manning n = 0.03. Find the required bed slope S (in m/m).
Q = 3.6 m³/sb = 3.5 my = 0.8 mz = 2n = 0.03
S = m/m
23.Pumps & pump powerMedium
A pump with an efficiency of 80% delivers 80 L/s of water (ρ = 1000 kg/m³) against a head of 46 m. Use g = 9.81 m/s². Find the shaft power Pshaft needed, in kW.
Q = 80 L/sH = 46 mη = 80%g = 9.81 m/s²
Pshaft = kW
24.Pumps & pump powerHard
A pump moves 75 L/s of water (ρ = 1000 kg/m³) from an open lower reservoir to an upper tank whose water surface is 34 m higher. The pipe is 100 m long with an inside diameter of 200 mm and a Darcy friction factor f = 0.022; the minor-loss coefficients add up to ΣK = 8 (entrance and exit included). Use g = 9.81 m/s². The pump efficiency is 65%. Find the shaft power Pshaft in kW.
You invest €5 000 at a nominal rate of 6% per year, compounded monthly. Find the value FV of the investment after 10 years.
PV = €5 0006% / 12n = 10
FV = €
26.Time value of moneyHard
You save €300 at the end of every month for 30 years. The account pays 2.4% per year, compounded monthly. How much have you saved at the end? Find FV.
A = €3002.4% / 12N = 360
FV = €
27.NPV & IRRMedium
An investment of €30 000 gives these cash flows at the end of years 1 to 3: €13 000, €9 000, €9 000. The cost of capital is 7.000000000000001%. Find the net present value NPV.
A project costs €100 000 today. Its cash flow is €18 000 at the end of year 1 and grows by 3% per year until the last cash flow at the end of year 5. The cost of capital is 10%. Find the net present value NPV.
C0 = €100 000CF1 = €18 000g = 3%n = 5r = 10%
NPV = €
29.Normal distributionMedium
The heights of adult men are normally distributed with mean 178 cm and standard deviation 7 cm. What fraction lies between 176.25 and 179.4 cm? Give P as a decimal.
μ = 178σ = 7x1 = 176.25x2 = 179.4
P =
30.Normal distributionHard
The delivery times are normally distributed with mean 32 min and standard deviation 6 min. Find the value x below which 80% of them lie (the 80th percentile).
μ = 32σ = 6P = 80%
x = min
3Solutions
1.Beam support reactions
Answer: RB = 129.4 kN
Static equilibrium: a body at rest has ΣFx = 0, ΣFy = 0 and ΣM = 0 about any point. Replace each distributed load by its resultant (its area) acting at the centroid of the load diagram, and take moments about a support to remove that support’s reaction from the equation.
Moments about A
Counter-clockwise positive.
ΣMA = 0: RB·4 = 25·1.5 + 80·6
RB = 517.5/4 = 129.4 kN
Vertical equilibrium
RA = 25 + 80 − 129.4 = −24.38 kN
Answer
RB = 129.4 kN
RA is negative: the pin at A has to hold the beam down.
2.Beam support reactions
Answer: RB = 41 kN
Static equilibrium: a body at rest has ΣFx = 0, ΣFy = 0 and ΣM = 0 about any point. Taking moments about one support removes that support’s reaction from the equation.
Free-body diagram
Replace the supports with reaction forces. A roller gives one vertical reaction; with only vertical loads the pin gives one vertical reaction too.
Equilibrium
Moments about A, counter-clockwise positive. Then vertical force balance.
UDL resultant: W = w·ℓ = 12·1 = 12 kN, acting at x̄ = 7.5 m
ΣMA = 0: RB·10 = 40·8 + 12·1·7.5
RB = 410/10 = 41 kN
ΣFy = 0: RA = 52 − 41 = 11 kN
Answer
RB = 41 kN
3.Truss: method of joints
Answer: FAC = 13.33 kN
Method of joints: every pin of a truss is in equilibrium, so ΣFx = 0 and ΣFy = 0 at each joint. Start at a joint with at most two unknown member forces. A negative result means the member is in compression.
Support reactions
Equilibrium of the whole truss. Moments about A, counter-clockwise positive.
ΣMA = 0: Cy·6 = 40·4 → Cy = 26.67 kN
ΣFy = 0: Ay = 40 − 26.67 = 13.33 kN
Joint C
The roller gives only a vertical reaction, so joint C has just two unknown member forces. Assume both in tension.
sin γ = 4/4.472 = 0.8944, cos γ = 2/4.472 = 0.4472
Zero-force members: at a joint, the forces must balance in every direction. If a joint has no load and no support, and two of its three members are in line, then the balance across that line involves only the third member, so its force is zero. If only two members meet at an unloaded joint and they are not in line, both are zero.
Joint C
BC and CD lie on one straight line and the joint carries no load. Balancing forces across that line leaves only CG.
ΣF⊥ = 0 → FCG = 0
Check with the method of joints
Solving all joints gives these member forces (T = tension, C = compression).
Method of sections: cut the beam where you want the internal forces and keep one side. The shear force V balances the vertical forces on that side, and the bending moment M balances their moments about the cut.
Support reactions
Equilibrium of the whole beam.
UDL resultant: W = w·ℓ = 2·4 = 8 kN, acting at x̄ = 2 m
ΣMA = 0: RB·4 = 2·4·2
RB = 16/4 = 4 kN
ΣFy = 0: RA = 8 − 4 = 4 kN
Cut at x = 3 m and keep the left part
Only forces left of the cut appear. A UDL portion acts as one force at the middle of that portion.
V = RA − (all downward loads left of the cut)
Vx = 4 − 2·3 = −2 kN
Answer
Vx = −2 kN
6.Shear force & bending moment
Answer: Mmax = 71.11 kN·m
Method of sections: cut the beam where you want the internal forces and keep one side. The shear force V balances the vertical forces on that side, and the bending moment M balances their moments about the cut. Maximum moment: since dM/dx = V, the bending moment has its peak where the shear force passes through zero, either at a point load or inside a distributed load.
Support reactions
Equilibrium of the whole beam.
UDL resultant: W = w·ℓ = 20·4 = 80 kN, acting at x̄ = 4 m
ΣMA = 0: RB·6 = 20·4·4
RB = 320/6 = 53.33 kN
ΣFy = 0: RA = 80 − 53.33 = 26.67 kN
Zero shear
The shear force starts at RA, stays constant over any unloaded part and falls with slope w inside the load.
Beam deflection: deflections come from integrating the curvature M/(EI) twice. Standard cases are tabulated, for example PL³/(3EI) for a cantilever with an end load and 5wL⁴/(384EI) for a simply supported beam under a full uniform load. Deflections from separate loads add (superposition).
Consistent units
Work in N and mm: P in N, w in N/mm (kN/m = N/mm), L in mm, E in N/mm² (GPa × 1000), I in mm⁴.
w = 15 N/mm, L = 4000 mm
EI = 7.2 × 10¹² N·mm²
Deflection
δmax = 5wL⁴/(384EI) = 5·15·4000⁴/(384·7.2 × 10¹²) = 6.944 mm
Answer
δmax = 6.944 mm
8.Beam deflection
Answer: δmax = 1.498 mm
Beam deflection: deflections come from integrating the curvature M/(EI) twice. Standard cases are tabulated, for example PL³/(3EI) for a cantilever with an end load and 5wL⁴/(384EI) for a simply supported beam under a full uniform load. Deflections from separate loads add (superposition).
Consistent units
Work in N and mm: P in N, w in N/mm (kN/m = N/mm), L in mm, E in N/mm² (GPa × 1000), I in mm⁴.
P = 26000 N, w = 10 N/mm, L = 3000 mm, EI = 1.68 × 10¹³ N·mm²
Each load on its own
δP = PL³/(48EI) = 26000·3000³/(48·1.68 × 10¹³) = 0.8705 mm
δw = 5wL⁴/(384EI) = 5·10·3000⁴/(384·1.68 × 10¹³) = 0.6278 mm
Add them
δmax = 0.8705 + 0.6278 = 1.498 mm
Answer
δmax = 1.498 mm
9.Column buckling
Answer: Pcr = 33.69 kN
Euler buckling: a slender column becomes unstable at Pcr = π²EI/(KL)², where KL is the effective length: K = 1 for pinned–pinned, 2 for fixed–free, 0.7 for fixed–pinned and 0.5 for fixed–fixed. It buckles about the axis with the smallest I. The formula holds for slender columns, whose critical stress stays below the yield stress.
Smallest second moment of area
A rectangle buckles about its weak axis, using the smaller dimension cubed.
Euler buckling: a slender column becomes unstable at Pcr = π²EI/(KL)², where KL is the effective length: K = 1 for pinned–pinned, 2 for fixed–free, 0.7 for fixed–pinned and 0.5 for fixed–fixed. It buckles about the axis with the smallest I. The formula holds for slender columns, whose critical stress stays below the yield stress.
Required critical load
Pcr = n·P = 2.5·20000 = 50000 N
KL = 0.7·1500 = 1050 mm
Solve for the diameter
d = (64·n·P·(KL)²/(π³E))^(1/4) = (64·50000·1050²/(π³·200000))^(1/4) = 27.46 mm
Answer
d = 27.46 mm
Check: the slenderness KL/r is 152.9, so the column is slender and Euler applies.
11.Centroid & second moment of area
Answer: Ix = 74.6 × 10⁶ mm⁴
Composite areas: split the section into rectangles. The centroid is the area-weighted average ȳ = ΣAᵢyᵢ/ΣAᵢ. The second moment of area about the centroidal axis adds each part’s own bh³/12 and its parallel-axis term A·d², where d is the distance from the part’s centroid to the overall centroid. Bending stress is σ = M·y/I.
Split into two rectangles
Measure every y from the bottom edge.
flange: Af = 140·20 = 2800 mm², yf = 300 + 20/2 = 310 mm
Composite areas: split the section into rectangles. The centroid is the area-weighted average ȳ = ΣAᵢyᵢ/ΣAᵢ. The second moment of area about the centroidal axis adds each part’s own bh³/12 and its parallel-axis term A·d², where d is the distance from the part’s centroid to the overall centroid. Bending stress is σ = M·y/I.
Split into two rectangles
Measure every y from the bottom edge.
flange: Af = 120·25 = 3000 mm², yf = 100 + 25/2 = 112.5 mm
Effective stress (Terzaghi): the soil skeleton carries σ′ = σ − u. The total stress σ is the weight of everything above the point, Σγ·h, using the dry unit weight above the water table and the saturated unit weight below it. Below the water table the pore water pressure is hydrostatic: u = γw·(depth below the water table).
Pore water pressure
Water pressure grows with depth below the water table.
u = γw·(z − zw) = 9.81·2 = 19.62 kPa
Answer
u = 19.62 kPa
14.Effective stress in soil
Answer: σ = 166.5 kPa
Effective stress (Terzaghi): the soil skeleton carries σ′ = σ − u. The total stress σ is the weight of everything above the point, Σγ·h, using the dry unit weight above the water table and the saturated unit weight below it. Below the water table the pore water pressure is hydrostatic: u = γw·(depth below the water table).
Total stress
Add the weight of each soil band above X. Above the water table use the dry unit weight, below it the saturated one.
σ = γd·4 + γsat,sand·2 + γsat,clay·3.5
σ = 15·4 + 20·2 + 19·3.5 = 166.5 kPa
Answer
σ = 166.5 kPa
15.Consolidation settlement
Answer: S = 4.485 mm
Primary consolidation of a clay layer of thickness H, using the effective stress at the middle of the layer: σ′f = σ′0 + Δσ. Normally consolidated clay: S = Cc·H/(1 + e0)·log₁₀(σ′f/σ′0). Overconsolidated clay recompresses along Cr up to the preconsolidation pressure σ′p and follows Cc only beyond it. Time: t = Tv·Hdr²/cv, where the drainage path Hdr is H/2 when water can leave at the top and bottom, and H when only one side drains.
Preconsolidation pressure
σ′p = OCR·σ′0 = 1.5·95 = 142.5 kPa
Compare with the preconsolidation pressure
σ′f = 95 + 20 = 115 kPa ≤ 142.5 kPa
Settlement
The clay stays on its recompression line.
S = Cr·H/(1 + e0)·log₁₀(σ′f/σ′0) = 0.04·2.5/(1 + 0.85)·log₁₀(115/95) = 4.485 mm
Answer
S = 4.485 mm
16.Consolidation settlement
Answer: t = 7.654 years
Primary consolidation of a clay layer of thickness H, using the effective stress at the middle of the layer: σ′f = σ′0 + Δσ. Normally consolidated clay: S = Cc·H/(1 + e0)·log₁₀(σ′f/σ′0). Overconsolidated clay recompresses along Cr up to the preconsolidation pressure σ′p and follows Cc only beyond it. Time: t = Tv·Hdr²/cv, where the drainage path Hdr is H/2 when water can leave at the top and bottom, and H when only one side drains.
Drainage path
Hdr = H = 4.5 m
Time
t = Tv·Hdr²/cv = 0.567·4.5²/1.5 = 7.654 years
Answer
t = 7.654 years
17.Hydrostatic force
Answer: F = 73.58 kN
Hydrostatic force on a plane surface: F = ρ·g·yc·A. It acts at the centre of pressure, ycp = yc + Ic/(ycA), which always lies below the centroid.
Centroid depth and area
yc = d + H/2 = 2 + 1/2 = 2.5 m
A = H·b = 1·3 = 3 m²
Resultant force
F = ρ·g·yc·A = 1000·9.81·2.5·3 = 73.58 kN
Answer
F = 73.58 kN
18.Hydrostatic force
Answer: F = 20.11 kN
Hydrostatic force on a plane surface: F = ρ·g·yc·A. It acts at the centre of pressure, ycp = yc + Ic/(ycA), which always lies below the centroid.
Centroid depth and area
yc = d + H/2 = 0.5 + 1/2 = 1 m
A = H·b = 1·2 = 2 m²
Resultant force
F = ρ·g·yc·A = 1025·9.81·1·2 = 20.11 kN
Answer
F = 20.11 kN
19.Pipe friction & head loss
Answer: hf = 3.398 m
Pipe flow: the Reynolds number Re = V·D/ν = ρ·V·D/μ tells laminar flow (Re below about 2000) from turbulent flow (above about 4000). Friction along a pipe costs the Darcy–Weisbach head loss hf = f·(L/D)·V²/(2g). Fittings, valves, the entrance and the exit add minor losses hm = ΣK·V²/(2g). Between two open reservoir surfaces the energy equation gives Δz = hf + hm, with the exit loss K = 1 included.
Velocity head
V²/(2g) = 1²/(2·9.81) = 0.05097 m
Darcy–Weisbach
hf = f·(L/D)·V²/(2g) = 0.025·(400/0.15)·1²/(2·9.81) = 3.398 m
Answer
hf = 3.398 m
20.Pipe friction & head loss
Answer: H = 2.242 m
Pipe flow: the Reynolds number Re = V·D/ν = ρ·V·D/μ tells laminar flow (Re below about 2000) from turbulent flow (above about 4000). Friction along a pipe costs the Darcy–Weisbach head loss hf = f·(L/D)·V²/(2g). Fittings, valves, the entrance and the exit add minor losses hm = ΣK·V²/(2g). Between two open reservoir surfaces the energy equation gives Δz = hf + hm, with the exit loss K = 1 included.
Velocity
V = Q/A = 0.05/0.04909 = 1.019 m/s
V²/(2g) = 0.05288 m
Loss coefficients
f·L/D = 0.025·300/0.25 = 30
ΣK = 0.5 + 3·0.3 + 10 = 11.4
Energy equation
The outlet jet still carries its velocity head; it is not a loss but it has to be supplied.
H = (1 + 30 + 11.4)·0.05288 = 2.242 m
Answer
H = 2.242 m
21.Open-channel flow (Manning)
Answer: Q = 84.72 m³/s
Manning’s equation (SI): for uniform flow in an open channel V = (1/n)·R2/3·S1/2 and Q = A·V, with n the roughness coefficient, S the bed slope (m/m) and R = A/P the hydraulic radius: flow area divided by wetted perimeter. Only the boundary in contact with the water counts in P, not the free surface. Rectangle: A = b·y, P = b + 2y. Trapezoid with side slopes z:1 (horizontal:vertical): A = (b + z·y)·y, P = b + 2y·√(1 + z²). A circular pipe flowing full or half full has R = D/4.
Geometry
A = (b + z·y)·y = (3.5 + 1.5·2.5)·2.5 = 18.13 m²
P = b + 2y·√(1 + z²) = 3.5 + 2·2.5·√(1 + 1.5²) = 12.51 m
R = A/P = 1.448 m
Velocity
V = (1/0.015)·1.4482/3·0.0031/2 = 4.674 m/s
Flow rate
Q = A·V = 18.13·4.674 = 84.72 m³/s
Answer
Q = 84.72 m³/s
22.Open-channel flow (Manning)
Answer: S = 0.001461 m/m
Manning’s equation (SI): for uniform flow in an open channel V = (1/n)·R2/3·S1/2 and Q = A·V, with n the roughness coefficient, S the bed slope (m/m) and R = A/P the hydraulic radius: flow area divided by wetted perimeter. Only the boundary in contact with the water counts in P, not the free surface. Rectangle: A = b·y, P = b + 2y. Trapezoid with side slopes z:1 (horizontal:vertical): A = (b + z·y)·y, P = b + 2y·√(1 + z²). A circular pipe flowing full or half full has R = D/4.
Geometry
A = (b + z·y)·y = (3.5 + 2·0.8)·0.8 = 4.08 m²
P = b + 2y·√(1 + z²) = 3.5 + 2·0.8·√(1 + 2²) = 7.078 m
Pump power: the power given to the water is the hydraulic power Ph = ρ·g·Q·H = Q·Δp. The shaft must deliver more because the pump loses some: Pshaft = Ph/ηpump, and the motor draws Pel = Pshaft/ηmotor. The pump head H follows from the energy equation: static lift + pressure head + all friction and minor losses.
Hydraulic power
Ph = ρ·g·Q·H = 1000·9.81·0.08·46 = 36.1 kW
Shaft power
Pshaft = Ph/η = 36.1/0.8 = 45.13 kW
Answer
Pshaft = 45.13 kW
24.Pumps & pump power
Answer: Pshaft = 44.73 kW
Pump power: the power given to the water is the hydraulic power Ph = ρ·g·Q·H = Q·Δp. The shaft must deliver more because the pump loses some: Pshaft = Ph/ηpump, and the motor draws Pel = Pshaft/ηmotor. The pump head H follows from the energy equation: static lift + pressure head + all friction and minor losses.
Time value of money: money today is worth more than the same amount later, because it can earn interest. With interest rate i per period, an amount grows as FV = PV·(1 + i)n. A series of equal payments (an annuity) is valued by adding up each payment, which gives the annuity formulas.
Time value of money: money today is worth more than the same amount later, because it can earn interest. With interest rate i per period, an amount grows as FV = PV·(1 + i)n. A series of equal payments (an annuity) is valued by adding up each payment, which gives the annuity formulas.
You paid in €108 000 yourself; the rest is interest.
27.NPV & IRR
Answer: NPV = −2643 €
Net present value: discount every cash flow back to today with the required rate of return r, then add them up: NPV = Σ CFₜ/(1 + r)ᵗ. A project with NPV > 0 earns more than r and adds value. The internal rate of return (IRR) is the rate at which NPV = 0.
Present value of each cash flow
CF0 = −30 000
CF1/(1 + 0.07)1 = 13 000/1.07 = 12 149.53
CF2/(1 + 0.07)2 = 9 000/1.145 = 7 860.95
CF3/(1 + 0.07)3 = 9 000/1.225 = 7 346.68
Add them up
NPV = €−2 642.84
Answer
NPV = €−2 642.84
NPV is negative, so the project earns less than the required return.
28.NPV & IRR
Answer: NPV = −27953 €
Net present value: discount every cash flow back to today with the required rate of return r, then add them up: NPV = Σ CFₜ/(1 + r)ᵗ. A project with NPV > 0 earns more than r and adds value. The internal rate of return (IRR) is the rate at which NPV = 0.
Present value of the growing annuity
((1.03)/(1.1))5 = 0.7198
PV = 18 000/(0.1 − 0.03)·(1 − 0.7198) = 72 046.80
NPV
NPV = 72 046.80 − 100 000 = −€27 953.20
Answer
NPV = −€27 953.20
NPV is negative, so the project earns less than the required return.
29.Normal distribution
Answer: P = 0.178
Normal distribution: convert a value x to a z-score, z = (x − μ)/σ, which counts standard deviations from the mean. A z-table (or Φ(z)) gives the area to the left of z, which is P(X < x). The area to the right is 1 − Φ(z), and the area between two values is the difference of their two areas.
z-scores
z₁ = (176.25 − 178)/7 = −0.25
z₂ = (179.4 − 178)/7 = 0.2
Area between
P = Φ(0.2) − Φ(−0.25) = 0.5793 − 0.4013 = 0.178
Answer
P = 0.178
30.Normal distribution
Answer: x = 37.05 min
Normal distribution: convert a value x to a z-score, z = (x − μ)/σ, which counts standard deviations from the mean. A z-table (or Φ(z)) gives the area to the left of z, which is P(X < x). The area to the right is 1 − Φ(z), and the area between two values is the difference of their two areas.
z for the percentile
Φ(z) = 0.8 → z = 0.8416
Back to x
x = 32 + 0.8416·6 = 37.05 min
Answer
x = 37.05 min
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