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2. The table below shows a portion of a discretized estimate of the energy delivered by a
Siemens 2300-kW, 101-m diameter wind turbine (Table 7.5) exposed to Rayleigh winds with
average speed 6 m/s. For example, for winds blowing around 4 m/s (3.5 ≤ v ≤ 4.5), the
turbine produces 100 kW of power and in a year's time, a Rayleigh pdf predicts it delivers
107,841 kWh.
2300
6 m/s
P(MW)
v avg
v (m/s)
kW
kWh/yr
0
0
1
0
2
0
3
0
4
100
5
107.841
2
etc
a. How many kWh/yr would be generated for winds blowing at 5 m/s winds? Do this by hand.
Hint: first, use equation (7.46) to find the probability for wind in the 5 m/s window (v-5), then
from table (7.5), find the power (kW) delivered by this turbine at 5 m/s wind speed window. The
total energy produced with the 5 m/s wind per year is calculated by
Energy (power at 5 m/s window) x (hours per year) x (probability of 5 m/s wind)
=
TABLE 7.5 Examples of Wind Turbine Power Specifications
Brand:
D (m):
Wind
Vestas Vestas Suzlon Suzlon GE
GE GE Siemens Siemens Vergnet
PR (kW): 7000 3075 2100 2100 2500 1600 1500 3000 2300 275
164 112 97 88 103 100 77
Power Power Power Power Power Power Power
101
101
32
Power
Power
Power
(m/s)
(kW) (kW) (kW)
(kW) (kW) (kW)
(kW)
(kW)
(kW)
(kW)
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
2
0
0
0
0
0
0
0
0
0
0
3
0
20
20
0
10
4
4
60
0
0
10
4567890
120
130
80
10
85
60
40
130
100
3
480
300
220
130
205
190
120
280
230
18
950
550
420
305
400
460
250
480
420
36
1630
900 678
540
695
750 420
765
720
58
2550
1350 1020
830
1130
1080
640
1175
1100
98
3750 1920
1433
1180 1630
1390 920
1650
1530
141
5000 2500
1830
1523
2050
1540
1200
2200
2000
189
11
5950 2950
2050
1845
2340
1595
1360
2700
2240
243
12
6695 3060
2090
2040
2480
1620
1450
2900
2300
272
13
6960 3072
2100
2080
2500 1620
1490
2970
2300
275
14
6995 3075
2100
2100
2500
1620
1510
2990
2300
275
15
7000 3075
2100
2100
2500
1620 1510
3000
2300
275
16
7000 3075
2100
2100
2500 1620
1510
3000
2300
275
17
7000 3075
2100
2100
2500 1620
1510
3000
2300
275
20
21
23
622222
18
7000 3075
2100
2100
2500
1620
1510
3000
2300
275
19
7000 3075
2100
2100
2500
1620 1510
3000
2300
275
7000
3075
2100
2100
2500
1620 1510
3000
2300
275
7000 3075
0
0
2500 1620
1510
3000
2300
0
7000 3075
0
0
2500 1620
1510
3000
2300
0
7000 3075
0
0
2500
1620 1510
3000
2300
0
24
7000 3075
0
0
2500
1620 1510
3000
2300
0
25
7000 3075
0
0 2500
1620 1510
3000
2300
0
Hint: first, use equation (7.46) to find the probability for wind in the 5 m/s window (v-5), then
from table (7.5), find the power (kW) delivered by this turbine at 5 m/s wind speed window. The
total energy produced with the 5 m/s wind per year is calculated by
Energy (power at 5 m/s window) x (hours per year) x (probability of 5 m/s wind)
Solution:
•
Wind Probability density functions
Rayleigh probability density function
πυ
f(v) =
Probability density f(v)
0.20
0.16-
0.12
0.08
exp[-1] (7.46)
252 exp
4
Wind speed (mph)
30
10
20
V=4 m/s (8.9 mph)
V=6 m/s (13.4 mph)
40
50
V-8 m/s (17.9 mph)
0.04
0.00-
0
5
10
15
20
25
Wind speed (m/s)
FIGURE 7.27 The Rayleigh probability density function with varying average wind speeds.
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