The simply supported beam carries a clockwise couple M0 = 25 kN·m at x = 1 m from A, and no other load. Find the bending moment Mx just to the right of the couple. Use sagging moments positive and upward shear on the left face positive.
L = 10 mM0 = 25 kN·m clockwise, at 1 m
Mx = kN·m
6.Shear force & bending momentHard
Find the bending moment Mx at the section x = 3 m from support A. Use sagging moments positive and upward shear on the left face positive.
L = 10 mP = 50 kN at 3 mw = 2 kN/m from 0 to 10 mx = 3 m
Mx = 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 = 10 kN/mL = 3 mE = 11 GPa (timber)I = 36 × 10⁶ mm⁴
δmax = mm
8.Beam deflectionHard
A simply supported beam carries a uniformly distributed load w. Its deflection may not exceed span/360. Find the smallest second moment of area Ireq that meets this limit.
w = 10 kN/mL = 1.5 mE = 11 GPa (timber)
Ireq = × 10⁶ mm⁴
9.Column bucklingMedium
A column of length L made of aluminium is pinned at both ends. Using Euler’s formula, find its critical buckling load Pcr.
L = 2 mE = 70 GPa (aluminium)b × h = 25 × 100 mm
Pcr = kN
10.Column bucklingHard
A column of length L made of aluminium is fixed at both ends. Find its slenderness and the critical buckling stress σcr from Euler’s formula.
L = 2.5 mE = 70 GPa (aluminium)d = 20 mm
σcr = MPa
11.Centroid & second moment of areaMedium
A symmetric I-section has flanges 120 mm wide and 12 mm thick, an overall depth of 280 mm and a web 12 mm thick. Find its second moment of area Ix about the horizontal centroidal axis x.
B = 120 mmH = 280 mmtf = 12 mmtw = 12 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 30 kN·m. Find the size of the bending stress σtop at the top edge.
A 7 m thick overconsolidated clay layer has Cc = 0.5, Cr = 0.03 and e₀ = 1.2. At its mid-depth the effective vertical stress is 120 kPa and the overconsolidation ratio is OCR = 1.5. A new building adds 80 kPa of vertical stress at mid-depth. Find the primary consolidation settlement S in mm.
In a laboratory oedometer test, a clay specimen 19 mm thick, drained at the top and bottom, reaches 50% consolidation in 10 min. In the field the same clay forms a layer 6.5 m thick. It lies between two sand layers, so water drains out at the top and the bottom. How many days t does the field layer take to reach 50% consolidation?
A vertical rectangular gate 2 m wide sits in the wall of a tank of water, with its top edge 2.5 m below the surface. Find the resultant hydrostatic force F on the gate.
A vertical rectangular gate 3 m wide sits in the wall of a tank of oil, with its top edge 1 m below the surface. Find the resultant hydrostatic force F on the gate.
d = 1 mH = 1.5 mb = 3 mρ = 880 kg/m³g = 9.81 m/s²
F = kN
19.Pipe friction & head lossMedium
Water flows at a mean velocity of 0.8 m/s through a pipe 400 m long with an inside diameter of 100 mm. Use the Darcy friction factor f = 0.025 and g = 9.81 m/s². Find the friction head loss hf.
Two open reservoirs are joined by a pipe 150 m long with an inside diameter of 300 mm and a Darcy friction factor f = 0.02. The water surface of the upper reservoir is 23 m above that of the lower one. The minor losses are a square-edged entrance (K = 0.5), 4 bends (K = 0.3 each), a valve (K = 10) and the exit into the lower reservoir (K = 1.0). Use g = 9.81 m/s². Find the flow rate Q in L/s.
A trapezoidal clean earth channel has a bottom width of 3.5 m and side slopes of 1:1 (horizontal:vertical). Water flows uniformly 2 m deep. Manning n = 0.022 and the bed slope is S = 0.001. Find the flow rate Q in m³/s.
b = 3.5 my = 2 mz = 1n = 0.022S = 0.001
Q = m³/s
22.Open-channel flow (Manning)Hard
A trapezoidal finished concrete channel with a bottom width of 2 m and side slopes of 3:1 (horizontal:vertical) must carry 12 m³/s in uniform flow at a depth of 1.1 m. Manning n = 0.012. Find the required bed slope S (in m/m).
Q = 12 m³/sb = 2 my = 1.1 mz = 3n = 0.012
S = m/m
23.Pumps & pump powerMedium
A pump delivers 40 L/s of water (ρ = 1000 kg/m³) against a head of 16 m. The pump efficiency is 75% and the electric motor driving it has an efficiency of 88%. Use g = 9.81 m/s². Find the electrical power Pel the motor draws, in kW.
A pump moves 15 L/s of water (ρ = 1000 kg/m³) from an open lower reservoir to an upper tank whose water surface is 6 m higher. The pipe is 300 m long with an inside diameter of 100 mm and a Darcy friction factor f = 0.02; the minor-loss coefficients add up to ΣK = 5 (entrance and exit included). Use g = 9.81 m/s². The upper tank is closed and the air above its water is at a gauge pressure of 400 kPa. Find the head H the pump must add.
You invest €12 000 at a nominal rate of 3.6% per year, compounded quarterly. Find the value FV of the investment after 8 years.
PV = €12 0003.6% / 4n = 8
FV = €
26.Time value of moneyHard
You want €25 000 in 16 years. You save the same amount at the end of every month in an account paying 6% per year, compounded monthly. Find the monthly deposit A.
FV = €25 0006% / 12N = 192
A = €
27.NPV & IRRMedium
An investment of €75 000 gives these cash flows at the end of years 1 to 4: €18 000, €15 000, €16 000, €34 000. The cost of capital is 12%. Find the net present value NPV.
A project costs €20 000 and returns €13 000, €13 500, €10 000 at the end of years 1 to 3. Find its internal rate of return IRR in percent.
CF0 = −20 000CF1 = 13 000CF2 = 13 500CF3 = 10 000
IRR = %
29.Normal distributionMedium
The masses of bags of cement are independent and normal with mean 25 kg and standard deviation 0.5 kg. Find the probability P that the total mass of 6 of them is below 148.8 kg. Round z to two decimals.
μ = 25 kgσ = 0.5 kgn = 6< 148.8 kg
P =
30.Normal distributionHard
The IQ scores are normally distributed with mean 100 points and standard deviation 15 points. Find the value x below which 80% of them lie (the 80th percentile).
μ = 100σ = 15P = 80%
x = points
3Solutions
1.Beam support reactions
Answer: RB = 23.75 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.
ΣMA = 0: RB·4 = 10·2 + 30·2.5
RB = 95/4 = 23.75 kN
ΣFy = 0: RA = 40 − 23.75 = 16.25 kN
Answer
RB = 23.75 kN
2.Beam support reactions
Answer: RB = 23 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 = 35·4 + 12·1·7.5
RB = 230/10 = 23 kN
ΣFy = 0: RA = 47 − 23 = 24 kN
Answer
RB = 23 kN
3.Truss: method of joints
Answer: member CG
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).
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 G
FG and GH 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. An applied couple makes the bending moment diagram jump by the size of the couple.
Support reactions
Moments about A, counter-clockwise positive: RB·L − M0 = 0. Vertical balance: RA + RB = 0.
RB = M0/L = 25/10 = 2.5 kN (upward)
RA = −RB = −2.5 kN (downward)
Cut just right of the couple
The left part now contains RA and the couple.
Mx = RA·a + M0 = −2.5·1 + 25 = 22.5 kN·m
Answer
Mx = 22.5 kN·m
6.Shear force & bending moment
Answer: Mx = 126 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.
Support reactions
Equilibrium of the whole beam.
UDL resultant: W = w·ℓ = 2·10 = 20 kN, acting at x̄ = 5 m
ΣMA = 0: RB·10 = 50·3 + 2·10·5
RB = 250/10 = 25 kN
ΣFy = 0: RA = 70 − 25 = 45 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.
M = RA·x − (each load left of the cut × its distance to the cut)
Mx = 45·3 − 2·3·1.5 = 126 kN·m
Answer
Mx = 126 kN·m
7.Beam deflection
Answer: δmax = 26.63 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.
w = 10 N/mm, L = 3000 mm
EI = 3.96 × 10¹¹ N·mm²
Deflection
δmax = 5wL⁴/(384EI) = 5·10·3000⁴/(384·3.96 × 10¹¹) = 26.63 mm
Answer
δmax = 26.63 mm
8.Beam deflection
Answer: Ireq = 14.38 × 10⁶ mm⁴
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).
Deflection limit
δallow = L/360 = 1500/360 = 4.167 mm
Required second moment of area
I = 5wL⁴/(384·E·δallow) = 5·10·1500⁴/(384·11000·4.167) = 1.438 × 10⁷ mm⁴
Ireq = 14.38 × 10⁶ mm⁴
Answer
Ireq = 14.38 × 10⁶ mm⁴
9.Column buckling
Answer: Pcr = 22.49 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.
Smallest second moment of area
A round section has the same I about every axis.
I = πd⁴/64 = π·20⁴/64 = 7854 mm⁴
Radius of gyration and slenderness
A = 314.2 mm²
r = √(I/A) = √(7854/314.2) = 5 mm
KL = 0.5·2500 = 1250 mm
KL/r = 1250/5 = 250
Critical stress
σcr = π²E/(KL/r)² = π²·70000/250² = 11.05 MPa
Answer
σcr = 11.05 MPa
11.Centroid & second moment of area
Answer: Ix = 68.53 × 10⁶ mm⁴
Second moment of area: for a rectangle about its own centroidal axis I = bh³/12, and about its base bh³/3 (parallel-axis theorem I = Ic + A·d²). A hole is handled by subtracting its I, as long as both parts share the same axis. The elastic section modulus is S = I/c, where c is the distance to the extreme fibre.
Outer rectangle minus the two side cut-outs
Both cut-outs together are (B − tw) wide and hw = H − 2tf high, and share the axis x.
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 = 300·10 = 3000 mm², yf = 120 + 10/2 = 125 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).
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.
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) = 9.81·3.5 = 34.34 kPa
Answer
u = 34.34 kPa
15.Consolidation settlement
Answer: S = 89.6 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 = 1.5·120 = 180 kPa
Compare with the preconsolidation pressure
σ′f = 120 + 80 = 200 kPa > 180 kPa
Settlement
Recompression up to σ′p, virgin compression beyond it.
S = 0.03·7/(1 + 1.2)·log₁₀(180/120) + 0.5·7/(1 + 1.2)·log₁₀(200/180)
S = 16.81 + 72.8 = 89.6 mm
Answer
S = 89.6 mm
16.Consolidation settlement
Answer: t = 812.8 days
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 paths
Hdr,lab = 19/2 = 9.5 mm = 0.0095 m
Hdr,field = 6.5/2 = 3.25 m
Scale the time
t = Tv·Hdr²/cv with the same T_v and cv in the lab and the field.
tfield = 10·(3.25/0.0095)² = 1.17 × 10⁶ min
tfield = 1.17 × 10⁶/1440 = 812.8 days
Answer
t = 812.8 days
17.Hydrostatic force
Answer: F = 137.3 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 = 2.5 + 2/2 = 3.5 m
A = H·b = 2·2 = 4 m²
Resultant force
F = ρ·g·yc·A = 1000·9.81·3.5·4 = 137.3 kN
Answer
F = 137.3 kN
18.Hydrostatic force
Answer: F = 67.98 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 = 1 + 1.5/2 = 1.75 m
A = H·b = 1.5·3 = 4.5 m²
Resultant force
F = ρ·g·yc·A = 880·9.81·1.75·4.5 = 67.98 kN
Answer
F = 67.98 kN
19.Pipe friction & head loss
Answer: hf = 3.262 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) = 0.8²/(2·9.81) = 0.03262 m
Darcy–Weisbach
hf = f·(L/D)·V²/(2g) = 0.025·(400/0.1)·0.8²/(2·9.81) = 3.262 m
Answer
hf = 3.262 m
20.Pipe friction & head loss
Answer: Q = 315.2 L/s
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.
Loss coefficients
f·L/D = 0.02·150/0.3 = 10
ΣK = 0.5 + 4·0.3 + 10 + 1.0 = 12.7
Energy equation
Both surfaces are open to the air and practically at rest, so all of Δz is lost in the pipe.
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 + 1·2)·2 = 11 m²
P = b + 2y·√(1 + z²) = 3.5 + 2·2·√(1 + 1²) = 9.157 m
R = A/P = 1.201 m
Velocity
V = (1/0.022)·1.2012/3·0.0011/2 = 1.624 m/s
Flow rate
Q = A·V = 11·1.624 = 17.87 m³/s
Answer
Q = 17.87 m³/s
22.Open-channel flow (Manning)
Answer: S = 0.001082 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 = (2 + 3·1.1)·1.1 = 5.83 m²
P = b + 2y·√(1 + z²) = 2 + 2·1.1·√(1 + 3²) = 8.957 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 = 1000·9.81·0.04·16 = 6.278 kW
Shaft power
Pshaft = 6.278/0.75 = 8.371 kW
Electrical power
Pel = 8.371/0.88 = 9.513 kW
Answer
Pel = 9.513 kW
24.Pumps & pump power
Answer: H = 58.86 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.
Both surfaces are practically at rest, so there is no velocity head term.
H = Δz + p/(ρ·g) + hL = 6 + 40.77 + 12.08 = 58.86 m
Answer
H = 58.86 m
25.Time value of money
Answer: FV = 15984 €
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.
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 = −75 000
CF1/(1 + 0.12)1 = 18 000/1.12 = 16 071.43
CF2/(1 + 0.12)2 = 15 000/1.254 = 11 957.91
CF3/(1 + 0.12)3 = 16 000/1.405 = 11 388.48
CF4/(1 + 0.12)4 = 34 000/1.574 = 21 607.61
Add them up
NPV = €−13 974.56
Answer
NPV = €−13 974.56
NPV is negative, so the project earns less than the required return.
28.NPV & IRR
Answer: IRR = 39.26 %
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.
Bracket the IRR
NPV falls as the rate rises, so the IRR lies between a rate with positive NPV and one with negative NPV.
NPV(35%) = 1 101.46
NPV(40%) = −182.22
Narrow down
Linear interpolation gives a first estimate; repeating it (or a calculator's IRR function) gives the exact rate.
Sums and differences of normal variables: if X and Y are independent and normal, X + Y and X − Y are normal too. Means add or subtract: E(X ± Y) = μX ± μY. Variances always add, also for a difference: Var(X ± Y) = σX² + σY², so σ = √(σX² + σY²). Standard deviations never add directly. The total of n independent items with the same distribution has mean n·μ and standard deviation σ·√n. Then standardise as usual: z = (x − mean)/σ and read Φ(z).
Distribution of the total
μT = 150 kg, σT = 0.5·√6 = 1.225 kg
Standardise
z = (148.8 − 150)/1.225 = −0.98
Probability
P = Φ(−0.98) = 0.1635
Answer
P = 0.1635
30.Normal distribution
Answer: x = 112.6 points
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 = 100 + 0.8416·15 = 112.62 points
Answer
x = 112.62 points
This is independent practice material. ExamProblems is not affiliated with or endorsed by the organisation that runs this exam, and the exam name is used only to describe the content. The FE exam is run by NCEES, which is not affiliated with ExamProblems and does not endorse it.