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Chemical, Biological and Environmental Engineering Wind 1.

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Presentation on theme: "Chemical, Biological and Environmental Engineering Wind 1."— Presentation transcript:

1 Chemical, Biological and Environmental Engineering Wind 1

2 Advanced Materials and Sustainable Energy Lab CBEE How Lift Based Turbines Extract Energy from Fluid Bernoulli’s Principle - air pressure on top is lower than air pressure on bottom because it has further to travel, creates lift Airfoil – could be the wing of an airplane or the blade of a wind turbine

3 Advanced Materials and Sustainable Energy Lab CBEE Angle of Attack, Lift, and Drag Increasing angle of attack increases lift, but it also increases drag When angle of attack is too great, “stall” occurs where turbulence destroys the lift

4 Advanced Materials and Sustainable Energy Lab CBEE Wind Turbines “Windmill”- used to grind grain into flour (or pump water in Holland) Can have be horizontal axis wind turbines (HAWT) or vertical axis wind turbines (VAWT) Groups of wind turbines are located in what is called either a “wind farm” or a “wind park” Important to note: very fast “energy payback” – it takes a few months for a wind turbine to generate (i.e. convert) as much energy as it took to manufacture it!

5 Advanced Materials and Sustainable Energy Lab CBEE Lots of ideas, only a few good…

6 Advanced Materials and Sustainable Energy Lab CBEE Vertical Axis Wind Turbines Darrieus rotor - the only vertical axis machine with any commercial success Wind hitting the vertical blades (airfoils) generates lift to create rotation Advantages No yaw (rotation about vertical axis) control needed to keep facing into wind Heavy machinery located on the ground Disadvantage Blades are closer to ground where windspeeds are lower

7 Advanced Materials and Sustainable Energy Lab CBEE Horizontal Axis Wind Turbines “Downwind” HAWT – a turbine with the blades behind (downwind from) the tower No yaw control needed- they naturally orient themselves in line with the wind Shadowing effect – when a blade swings behind the tower, the wind it encounters is briefly reduced and the blade flexes -Also causes noise

8 Advanced Materials and Sustainable Energy Lab CBEE Horizontal Axis Wind Turbines “Upwind” HAWT – blades are in front of (upwind of) the tower Most modern wind turbines are this type Because blades are “upwind” of the tower Require active yaw control to keep facing into wind Operate more smoothly and deliver more power

9 Advanced Materials and Sustainable Energy Lab CBEE Power in the Wind Consider the kinetic energy of a “packet” of air with mass m moving at velocity v Divide by time and get power The mass flow rate is

10 Advanced Materials and Sustainable Energy Lab CBEE Power in the Wind Combining we get P (Watts) = power in the wind ρ (kg/m 3 )= air density (1.225kg/m 3 at 15˚C and 1 atm) A (m 2 )= the cross-sectional area that wind passes through v (m/s)= windspeed normal to A (1 m/s = mph)

11 Advanced Materials and Sustainable Energy Lab CBEE Power in the Wind Power increases as (wind speed) 3 Doubling the wind speed increases the power by eight 1h x 20mph wind is same energy as 8h x 10 mph wind… -i.e., most power from a turbine is produced at high wind speed for a short time…

12 Advanced Materials and Sustainable Energy Lab CBEE Wind Power Classification Scheme

13 Advanced Materials and Sustainable Energy Lab CBEE US Wind Resources

14 Advanced Materials and Sustainable Energy Lab CBEE Power in the Wind (cont.) Power in the wind is also proportional to A For a conventional HAWT, A = (π/4)D 2, so wind power is proportional to the blade diameter squared Cost is roughly proportional to blade diameter How do you think cost of wind power scales with turbine diameter?

15 Advanced Materials and Sustainable Energy Lab CBEE Power Curve for Turbine Cut in speed Not enough energy to justify O&M costs Cut out speed Park turbine to avoid damage Plateau Generator maxed out

16 Advanced Materials and Sustainable Energy Lab CBEE Maximum Rotor Efficiency At the extremes: Downwind velocity is zero – turbine extracted all of the energy (for zero time…) Downwind velocity is the same as the upwind velocity – turbine extracted no energy… Albert Betz 1919 Q: What is the ideal extraction of KE from wind so that the turbine extracts the maximum power

17 Advanced Materials and Sustainable Energy Lab CBEE Maximum Rotor Efficiency Consider wind passing though turbine: as energy extracted, air slows down ṁ = mass flow rate of air within stream tube v = upwind undisturbed windspeed v d = downwind windspeed

18 Advanced Materials and Sustainable Energy Lab CBEE Mass Flow Rate At the rotor with area A and, mass flow rate is If velocity through the rotor v b is the average of upwind velocity v and downwind velocity v d

19 Advanced Materials and Sustainable Energy Lab CBEE Power Extracted by the Blades Then power relationship at the rotor could be Define new parameter such that We can rewrite the power relationship as

20 Advanced Materials and Sustainable Energy Lab CBEE Power Extracted by the Blades Power in the wind Rotor efficiency (C P )

21 Advanced Materials and Sustainable Energy Lab CBEE Maximum Rotor Efficiency So what is the windspeed ratio λ which maximizes the rotor efficiency, C P ? Plug into C P to find the maximum rotor efficiency: Maximum efficiency of 59.3% when air is slowed to 1/3 of its upstream speed! “Betz limit”

22 Advanced Materials and Sustainable Energy Lab CBEE Maximum Rotor Efficiency

23 Advanced Materials and Sustainable Energy Lab CBEE Number of Rotating Blades Windmills have multiple blades –need to provide high starting torque to overcome weight of the pumping rod –must be able to operate at low windspeeds to provide nearly continuous water pumping –a larger area of the rotor faces the wind Turbines with many blades must operate at lower rotational speeds – as speed increases, turbulence caused by one blade impacts other blades Most modern wind turbines have two or three blades

24 Advanced Materials and Sustainable Energy Lab CBEE Brush wind turbine

25 Advanced Materials and Sustainable Energy Lab CBEE

26 Advanced Materials and Sustainable Energy Lab CBEE

27 Advanced Materials and Sustainable Energy Lab CBEE Tip-Speed Ratio (TSR) Efficiency is a function of how fast the rotor turns Define “Tip-Speed Ratio” (TSR) as ratio of speed of tip of blade to windspeed D = rotor diameter (m) v = upwind undisturbed windspeed (m/s) rpm = rotor speed, (revolutions/min)

28 Advanced Materials and Sustainable Energy Lab CBEE Air moved this far Airfoil interacted with this much air, call it X s

29 Advanced Materials and Sustainable Energy Lab CBEE Optimal Tip Speed Ratio If t s <>t w then turbine does not get to all useful air… → low efficiency Optimal is if t s ≈t w

30 Advanced Materials and Sustainable Energy Lab CBEE Optimal Tip Speed Ratio Then for a three bladed turbine, And for a two bladed turbine

31 Advanced Materials and Sustainable Energy Lab CBEE Tip-Speed Ratio (TSR) Rotors with fewer blades reach their maximum efficiency at higher tip-speed ratios

32 Advanced Materials and Sustainable Energy Lab CBEE Impact of Terrain on Windspeed We saw power depends on cube of windspeed: small change of wind speed can have large impact System design must consider effect of terrain friction on wind speed –Important in first few hundred meters above ground level –Smooth surfaces (like water) are better –Windspeeds are greater at higher elevations – tall towers are better –Forests and buildings slow the wind down a lot Can we quantify impact of terrain and height on wind speed?

33 Advanced Materials and Sustainable Energy Lab CBEE Wind Speed Losses as Function of Terrain v = windspeed at height H v 0 = windspeed at height H 0 (H 0 is usually 10 m) α = friction coefficient Open terrain, α ≈ 1/7 (0.147) City, α = 0.4; Calm water, α = 0.1 Note this is just an approximation, others exist (ex. von Karman’s log velocity profile)

34 Advanced Materials and Sustainable Energy Lab CBEE Impact of Terrain on Wind Power Remember wind power goes as third power of wind speed.

35 Advanced Materials and Sustainable Energy Lab CBEE Impact of Terrain on Wind Power In a town (  ≈0.3), windspeed at 100 m is twice that at 10 m Areas with smoother surfaces have less variation with height

36 Advanced Materials and Sustainable Energy Lab CBEE Let’s calculate ratio of power at highest point to lowest point on wind turbine with hub at 50m, 30m diameter rotor, α = 0.2 Power in the wind at the top of the blades is 45% higher! Can cause significant stress (failure) Rotor Stress 50 m 35 m 65 m Picture may not be to scale

37 Advanced Materials and Sustainable Energy Lab CBEE As you may expect, turbines interfere with each other…

38 Advanced Materials and Sustainable Energy Lab CBEE Wind Farms It makes sense to install a large number of wind turbines in a wind farm or a wind park Benefits –Able to get the most use out of a good wind site –Reduced development costs –Simplified connections to the transmission system –Centralized access for operations and maintenance How many turbines should be installed at a site? What is a sufficient distance between wind turbines so that windspeed has recovered enough before it reaches the next turbine?

39 Advanced Materials and Sustainable Energy Lab CBEE Wind Farms For closely spaced towers, efficiency of array becomes worse as more wind turbines are added

40 Advanced Materials and Sustainable Energy Lab CBEE Wind Farms Previous figure considered square arrays (but square arrays don’t make much sense) –Rectangular arrays with only a few long rows are better –Recommended spacing is 3-5 rotor diameters between towers in a row and 5-9 diameters between rows –Offsetting or staggering the rows is common Sites commonly have a prevailing wind direction

41 Advanced Materials and Sustainable Energy Lab CBEE Average Power in the Wind How much energy can we expect from a wind turbine? Remember, power goes as cube of wind speed Therefore we need to know the average of the cube of wind speed… I.e., we can’t use average windspeed to find the average power in the wind

42 Advanced Materials and Sustainable Energy Lab CBEE Windspeed probability density function (pdf) If we had a function f(v) that gave windspeed we could calculate average power in wind… People have examined statistics of windspeed over various locations A reasonable approximations is the Weibull distribution # of hours/year that the wind is between two windspeeds:

43 Advanced Materials and Sustainable Energy Lab CBEE Idealized Site Windspeed Data

44 Advanced Materials and Sustainable Energy Lab CBEE Weibull p.d.f. k=2 looks reasonable for wind

45 Advanced Materials and Sustainable Energy Lab CBEE Wind Probability Density Functions Windspeed probability density function (p.d.f) Values between 0 and 1 Area under the curve is equal to 1

46 Advanced Materials and Sustainable Energy Lab CBEE Weibull p.d.f. Weibull with k=2 has shape similar to windspeed distribution Often used as first guess when little is known about a particular site Fairly realistic for a wind turbine site: winds are mostly pretty strong, but there are some periods of low wind and high wind k = shape parameter c = scale parameter

47 Advanced Materials and Sustainable Energy Lab CBEE Rayleigh p.d.f. (Weibull with k=2) Higher c implies higher average windspeeds

48 Advanced Materials and Sustainable Energy Lab CBEE Real Data vs. Rayleigh Statistics (It is important to gather as much real wind data as possible!)

49 Advanced Materials and Sustainable Energy Lab CBEE Average Windspeed using p.d.f. Now that we have a function that approximates wind speed… And for average v 3

50 Advanced Materials and Sustainable Energy Lab CBEE Average windspeed from Rayleigh p.d.f. For a Rayleigh p.d.f., there is a direct relationship between average wind speed v and scale parameter c (not surprising really) You can, of course, use this to extract a c for your site

51 Advanced Materials and Sustainable Energy Lab CBEE Rayleigh Statistics – Average Power in Wind Remember, to find average power in the wind, we needed (v 3 ) avg If we are still assuming wind speed distribution has a Rayleigh distribution Then we can put (v 3 ) avg in terms of v avg !

52 Advanced Materials and Sustainable Energy Lab CBEE Rayleigh Statistics – Average Power in Wind Using the expression for (v 3 ) avg in terms of v avg (from Rayleigh distribution assumption), average power in wind is

53 Advanced Materials and Sustainable Energy Lab CBEE Not all of the power in the wind is retained - the rotor spills high-speed winds and low-speed winds are too slow to overcome losses (see power curve) Depends on rotor, gearbox, generator, tower, controls, terrain, and the wind Overall conversion efficiency (C p ·η g ) is around 30% Estimates of Wind Turbine Energy Power in the Wind Power Extracted by Turbine Electric Power Rotor Gearbox & Generator

54 Advanced Materials and Sustainable Energy Lab CBEE Time Variation of Wind Need to consider when wind blows with respect to the electric load –In the Midwest the wind tends to blow the strongest when the electric load is the lowest… Wind patterns vary with geography –Wind can change drastically within hours… –Coastal and mountain regions have steadier winds

55 Advanced Materials and Sustainable Energy Lab CBEE Wind Power Variability and Integration Currently wind is a small fraction of generation –Impact of grid operations is small –As wind power grows it will have larger impact –Impacts expected to range from transient stability (seconds) to steady-state (power flow) Because wind turbine output varies as cube of wind speed, small changes in wind speed can have large impact –Current perception is that at the 10%-15% penetration level, wind may cause system instability –BPA balancing region is ca. 10GW, has signed LGIA for 4GW wind

56 Advanced Materials and Sustainable Energy Lab CBEE Wind Power Variability and Integration The key constraint: Total power system generation must match the total load plus losses Sudden generation shortfalls dealt with by maintaining sufficient “spinning reserve” to account for the loss of the largest single generator in region Spinning reserve: generation that is on-line but not fully used and can be brought into production in very short time period

57 Advanced Materials and Sustainable Energy Lab CBEE Renewables Forecasting and the Variability Issue

58 Advanced Materials and Sustainable Energy Lab CBEE Wind Power: Deviations of Power Production

59 Advanced Materials and Sustainable Energy Lab CBEE Wind Power Deviations For One Year

60 Advanced Materials and Sustainable Energy Lab CBEE Number of Occurrences by Magnitude

61 Advanced Materials and Sustainable Energy Lab CBEE Capital Cost = $200/kW, $350/kWh Cycle Cost = $0.46/kW·h·cycle Operating Cost = $5/kW·yr Replacement Cost = 0.20 ∗ CapitalCost ∗ Cycle/2000

62 Advanced Materials and Sustainable Energy Lab CBEE Minimum cost ES size ($ PU) PowerEnergy$/Power 1hr min min ANN

63 Advanced Materials and Sustainable Energy Lab CBEE Energy Storage

64 Advanced Materials and Sustainable Energy Lab CBEE Environmental Aspects of Wind Energy US National Academies 2007 report: Wind systems emit no air pollution and no carbon dioxide; have essentially no water requirements Wind serves to displace energy production from mainly fossil fuel burning: net decrease in emissions Other impacts of wind energy are on animals (primarily birds and bats) and humans –Large bird (raptor) mortality is about 0.04 bird/MW/year

65 Advanced Materials and Sustainable Energy Lab CBEE Issue: Bird/Bat fatalities

66 Advanced Materials and Sustainable Energy Lab CBEE Environmental Aspects of Wind: Birds and Bats Wind turbines kill birds and bats! But so do lots of other things Windows kill between 100 and 900 million per year Estimated Causes of Bird Fatalities, per 10,000 Source: Erickson, et.al, Summary of Anthropogenic Causes of Bird Mortality

67 Advanced Materials and Sustainable Energy Lab CBEE Environmental Issues: Human Aesthetics Aesthetics is the primary human concern about wind energy projects (beauty is in the eye of the beholder); Night lighting (aircraft collision warning) can also be an issue

68 Advanced Materials and Sustainable Energy Lab CBEE Environmental Issues: Offshore Wind and Aesthetics Remember, terrain effect is smallest over water… Capacity factors are much better off-shore Offshore wind currently needs to be in shallow water; maximum distance from shore depends on the seabed Image Source: National Renewable Energy Laboratory

69 Advanced Materials and Sustainable Energy Lab CBEE Cape Wind Simulated View, Nantucket Sound, 6.5 miles Distant Source:

70 Advanced Materials and Sustainable Energy Lab CBEE Environmental: Human Well-Being Some people living near turbines may be affected by noise and shadow flicker –Noise comes from gearbox/generator and aerodynamic interaction of the blades with the wind –Noise impact is moderate: dB up close (40m) dB at 300m Shadow flicker appears to be issue in high latitude regions (lower sun casts long shadows)

71 Advanced Materials and Sustainable Energy Lab CBEE Environmental: Human Well-Being Variables related to annoyance by wind turbine noise –Stress related to turbine noise –Daily hassles –Visual intrusion of wind turbines in the landscape –Age of turbine site –The longer system in operation, the less the annoyance

72 Advanced Materials and Sustainable Energy Lab CBEE Anthony L. Rogers, Renewable Energy Research Laboratory, U. Mass. Amherst

73 Advanced Materials and Sustainable Energy Lab CBEE Anthony L. Rogers, Renewable Energy Research Laboratory, U. Mass. Amherst

74 Advanced Materials and Sustainable Energy Lab CBEE Anthony L. Rogers Renewable Energy Research Laboratory, U. Mass. Amherst


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