Data: Residential Wind Turbine PD,Power and Blades

  

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                                                                         Caution

Though the uploaded data is true,designed for the real practical scenarios only, technical familiarity is a must as it involves risks associated with handling high voltages, electrical shock, fire hazard , personal injury and/or property damage etc. The author is not responsible if the algorithm is misunderstood or all this is copied without understanding or improperly implemented and mishappening due to it. The values though analyzed but still do not guarantee anything.The author is not responsible if the copied values cause mishappening.

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 Read Me

(1)  This  neither contain any complete project folder nor any source code of project.

(2) Extra Libraries created, modified , other scripts , not shared, as very elementary for any graduate,degree holder or school student.

(3) All work is simple , on basic and elementary concepts, can be easily copied, remade and understood.

(4) It is ridiculous to ask how dataset can be used to do breakthrough but I have explained it in Patent claim, and this would also be explained in my 2 books (to be published in the year 2023).

(5)  Rather than making spreadsheet book, all files are given in separate excel sheets.

(6)   The hurricanes, storms  and other wind categories are according to US Dept of Commerce, National Oceanic and Atmospheric Administration, National Hurricane Center (www.nhc.noaa.gov ).

(7) If any problem in creating or copying, pls contact your university professor or board or any of the companies engineer.

(8)  No other question or email will be replied.

 

Scripts

For Script uploaded on IEEE Codeocean, pls. read details given in ReadMe.txt.

Capsule :   Comparison Plots of Residential Wind Turbine PD,Power and Blades

DOI (IEEE Codeocean)  :  

 

Dataset Files 

1) Total Datasets = 1659.

2)  Attached files are   

• windspeed.csv
• windspeed.pdf
• windspeed.xlsx
• sweptarea.csv
• sweptarea.pdf
• sweptarea.xlsx
• air density.csv
• air density.pdf
• air density.xlsx 

• 14 Zipped folders -  totalpowerdelivered_0_5.zip,totalpowerdelivered_1.zip,totalpowerdelivered_1_5.zip,

 totalpowerdelivered_2.zip,totalpowerdelivered_2_5.zip,totalpowerdelivered_3.zip,totalpowerdelivered_3_5.zip,

totalpowerdelivered_4.zip, totalpowerdelivered_4_5.zip,totalpowerdelivered_5.zip,totalpowerdelivered_6.zip,

totalpowerdelivered_7.zip,totalpowerdelivered_8.zip,totalpowerdelivered_9.zip 

 

• 14 Zipped folders -  electrical_output_0_5.zip,electrical_output_1.zip

electrical_output_1_5.zip,electrical_output_2.zip,electrical_output_2_5.zipelectrical_output_3.zip

electrical_output_3_5.zip,electrical_output_4.zip,electrical_output_4_5.zip,electrical_output_5.zip

electrical_output_6.zip,electrical_output_7.zip,electrical_output_8.zip,electrical_output_9.zip 

• Weibull.zip
• Rayleigh.zip
• Wind_Hyperbolic.xlsx
• Blade_ freq.zip
• Blade_ rpm_Chebyshev1.zip
• Blade_ rpm_Chebyshev2.zip 
• Blade_ rpm_Chebyshev3.zip
• Blade_ rpm_Kaiser1.zip
• Blade_ rpm_Kaiser2.zip
• Blade_ rpm_Kaiser3.zip

3) windspeed.csv, windspeed.pdf, windspeed.xlsx is the list of 1101 wind speeds of wind in m/s, meters per second from 0.1 miles per hour to 110.1 miles per hour.

4) sweptarea.csv, sweptarea,pdf, sweptarea.xlsx is the list of 100 swept areas by blades to be used at residential wind turbine.

5) airdensity.csv,airdensity.pdf, airdensity.xlsx is the list of 59 air densities  from 0° celsius to 60º celsius, that is, 32 ºF to 140 ºF (fahrenheit).

6)  Thus, calculations are done separately for each of 1101 wind speed, at 14 swept areas and at 59 air densities.

7)  totalpowerdelivered_0_5.zip, ...., totalpowerdelivered_9.zip are 14  folders according to 100 swept areas.

8)  Each of the totalpowerdelivered_0_5.zip has 59 files according to 59 air densities. These make  826 ( 14  x 59) datasets. The power calculated is in Watts(W).

9) totalpowerdelivered_0_5.zip, ...., totalpowerdelivered_9.zip have datasets as

• powerdelivered_ad1.xlsx
• powerdelivered_ad2.xlsx
• powerdelivered_ad3.xlsx
• powerdelivered_ad4.xlsx
• ........................................
• powerdelivered_ad56.xlsx
• powerdelivered_ad57.xlsx
• powerdelivered_ad58.xlsx
• powerdelivered_ad59.xls

10)  In files powerdelivered_ad1.xlsx,powerdelivered_ad2.xlsx,powerdelivered_ad3.xlsx,  ..., powerdelivered_ad58.xlsx,powerdelivered_ad59.xlsx, suffix ad refers to the air density, ad1, ad2, ..., ad57, ad58, ad59 means the air density at row 1 , row 2, row 3, ... row56, row 57, row 58, row 59. For the list of air densities, pls see airdensity.csv,airdensity.pdf, airdensity.xlsx.

11) Thus, 

• powerdelivered_ad1.xlsx is the Power Delivered  in Watts (W) at Air Density = 1.2922837  kg/m3 
• powerdelivered_ad2.xlsx  is the Power Delivered  in Watts (W) at Air Density =   1.2782447 kg/m3 
• powerdelivered_ad3.xlsx  is the Power Delivered  in Watts (W) at Air Density =  1.2736326 kg/m3 
• ........................................
• powerdelivered_ad58.xlsx  is the Power Delivered  in Watts (W) at Air Density =  1.0627346 kg/m3 
• powerdelivered_ad59.xlsx  is the Power Delivered  in Watts (W) at Air Density = 1.0595446  kg/m3 

12) Hence

• powerdelivered_ad1.xlsx file in the folder 'totalpowerdelivered_0_5.zip' refers to the Power Delivered in Watts (W) at swept area 0.5 m2 at Air Density = 1.2922837  kg/m3 
• powerdelivered_ad1.xlsx file in the folder 'totalpowerdelivered_1.zip' refers to the Power Delivered in Watts (W)  at swept area 1 m2 at Air Density = 1.2922837  kg/m3  
• ........................................................................................................................
• powerdelivered_ad1.xlsx file in the folder 'totalpowerdelivered_8.zip' refers to the Power Delivered  in Watts (W) at swept area 8 m2 at Air Density = 1.2922837  kg/m3  
•  powerdelivered_ad1.xlsx file in the folder 'totalpowerdelivered_9.zip' refers to the Power Delivered  in Watts (W) at swept area 9 m2 at Air Density = 1.2922837  kg/m3  

13)  electrical_output_0_5.zip,electrical_output_1.zip,...,electrical_output_8.zip,electrical_output_9.zip are 12  folders according to electrical output at these 14 swept areas. These also make  708 ( 12  x 59) datasets. 

14) electrical_output_0_5.zip,...,electrical_output_9.zip have 39 efficiencies in 39 columns from column 'A' to column 'AP'. The 39 efficiencies are

     2.5 %,5 %,7.5 %,10 %,12.5 %,15 %,17.5 %,20 %,22.5 %, 25 %,27.5 %,30 %,32.5 %,35 %,37.5 %,

      40 %,42.5 %,45 %,47.5 %,50 %,52.5 %,55 %,57.5 %,60 %,62.5 %,65 %,67.5 %,70 %,72.5 %,

      75 %,77.5 %,80 %,82.5 %,85 %,87.5 %,90 %,92.5 %,95 %,97.5 %

15) The xlsx files in these folders are named in similar fashion as (9) and (10).

electrical_output_ad1.xlsx, electrical_output_ad2.xlsx, electrical_output_ad3.xlsx,electrical_output_ad4.xlsx,electrical_output_ad5.xlsx,

electrical_output_ad6.xlsx,electrical_output_ad7.xlsx,electrical_output_ad8.xlsx,electrical_output_ad9.xlsx,electrical_output_ad10.xlsx,

electrical_output_ad11.xlsx,electrical_output_ad12.xlsx,electrical_output_ad13.xlsx,electrical_output_ad14.xlsx,electrical_output_ad15.xlsx,

electrical_output_ad16.xlsx,electrical_output_ad17.xlsx,electrical_output_ad18.xlsx,electrical_output_ad19.xlsx,electrical_output_ad20.xlsx,

electrical_output_ad21.xlsx,electrical_output_ad22.xlsx,electrical_output_ad23.xlsx,electrical_output_ad24.xlsx,electrical_output_ad25.xlsx,

electrical_output_ad26.xlsx,electrical_output_ad27.xlsx,electrical_output_ad28.xlsx,electrical_output_ad29.xlsx,electrical_output_ad30.xlsx,

electrical_output_ad31.xlsx,electrical_output_ad32.xlsx,electrical_output_ad33.xlsx,electrical_output_ad34.xlsx,electrical_output_ad35.xlsx,

electrical_output_ad36.xlsx,electrical_output_ad37.xlsx,electrical_output_ad38.xlsx,electrical_output_ad39.xlsx,electrical_output_ad40.xlsx,

electrical_output_ad41.xlsx,electrical_output_ad42.xlsx,electrical_output_ad43.xlsx,electrical_output_ad44.xlsx,electrical_output_ad45.xlsx,

electrical_output_ad46.xlsx,electrical_output_ad47.xlsx,electrical_output_ad48.xlsx,electrical_output_ad49.xlsx,electrical_output_ad50.xlsx,

electrical_output_ad51.xlsx,electrical_output_ad52.xlsx,electrical_output_ad53.xlsx,electrical_output_ad54.xlsx,electrical_output_ad55.xlsx,

electrical_output_ad56.xlsx,electrical_output_ad57.xlsx,electrical_output_ad58.xlsx,electrical_output_ad59.xlsx

 

16)  suffix ad refers to the air density, ad1, ad2, ..., ad57, ad58, ad59 means the air density at row 1 , row 2, row 3, ... row56, row 57, row 58, row 59. For the list of air densities, pls see airdensity.csv,airdensity.pdf, airdensity.xlsx.

 

17) Weibull.zip has 35 files, which are probability density function(PDF)and cumulative distribution function (CDF) with their plotted results at 7 shape and 7 scale parameters at 1101 wind speeds, in 1101 rows and in columns 'A' to 'G'. Datasets = 35.

• 7 xlsx - Weibull1.xlsx,Weibull2.xlsx,Weibull3.xlsx,Weibull4.xlsx,Weibull5.xlsx,Weibull6.xlsx,Weibull7.xlsx
• 14 .mat - r1a, r1b, r2a,r2b,r3a,r3b,r4a,r4b,r5a,r5b,r6a,r6b,r7a,r7b
• 14 .mat -y1a,y1b, y2a,y2b,y3a,y3b,y4a,y4b,y5a,y5b,y6a,y6b,y7a,y7b 

 

•  λ = 30, k =  20.2   ,for r1a, r1b, y1a, y1b 
•  λ = 30, k = 15.2    ,for r2a, r2b, y2a, y2b
•  λ = 30, k = 10.2    ,for r3a, r3b, y3a, y3b
•  λ = 30, k =  6.2   ,for r4a, r4b, y4a, y4b
•  λ = 30, k =   2.2  ,for r5a, r5b, y5a, y5b
• k= 2.2.  λ = 12.5, for r6a, r6b, y6a, y6b, 
• k =6.2, λ = 12.5,for r7a, r7b, y7a, y7b
• N= 1000 for r1a and y1a, r2a and y2a, r3a and y3a, r4a and y4a, r5a and y5a.
• N=50 000 for r1b and y1b, r2b and y2b, r3b and y3b, r4b and y4b, r5b and y5b.

18) Rayleigh.zip has 5 files, which are probability density function(PDF)and cumulative distribution function (CDF) with their plotted results at 5 scale parameters at 1101 wind speeds.

19) Wind_Hyperbolic.xlsx has probability density function(PDF) at 1101 wind speeds.

20)  Blade_ freq.zip is the modal analysis result of the estimation of frequency response functions.

21) Blade_ freq.zip has following 27 datasets

1. dr1.mat
2. dr2.mat
3. dr3.mat
4. dr4.mat
5. EstimationData.mat
6. f0.mat
7. f1.mat
8. f2.mat
9. f3.mat
10. fn1.mat
11. fn2.mat
12. fn3.mat
13. fn4.mat
14. fn.mat
15. FRF1.mat
16. FRF2.mat
17. FRF3.mat
18. H0.mat
19. ms.mat 
20. Tdiff2.mat
21. Tdiff3.mat
22. X0.mat
23. X1.mat
24. X2.mat
25. Y0.mat
26. Y1.mat
27. Y2.mat

22) dr1, ...dr4 are the indices of the driving point of the frequency-response functions.

23) f0, ...f4 requency-response functions are defined at these points.

24) fn,fn1,...fn4 are the set of modal parameters.

25) FRF1,...,FRF3 are the frequency-response functions.

26) H0 is the estimator.

27) Y0,Y1,Y2 define the displacement of the mass of 3 blades.

28) EstimationData is the data object which can be used for model estimation.

29) ms.mat is the mode shapes and can be visualized by examining the imaginary part of the frequency response function.

30) Tdiff2.mat and Tdiff3.mat is the 3 x2 matrix of the differences of the frequency and the differences of the damping.

31) Blade_ rpm_Chebyshev1.zip is of  order 6, with wind speed  from  0.044704 to 49.219104 m/s. The data is windowed with Chebyshev window for order analysis.

32) Blade_ rpm_Chebyshev2.zip  is of  order 18, with wind speed  from  0.044704 to 49.219104 m/s. The data is windowed with Chebyshev window for order analysis.

33) Blade_ rpm_Chebyshev3.zip is of  order 36, with wind speed  from  0.044704 to 49.219104 m/s. The data is windowed with Chebyshev window for order analysis.

34) Blade_ rpm_Kaiser1.zip is of  order 6, with wind speed  from  0.044704 to 49.219104 m/s. The data is windowed with Kaiser window for order analysis.

35) Blade_ rpm_Kaiser2.zip is of  order 18, with wind speed  from  0.044704 to 49.219104 m/s. The data is windowed with Kaiser window for order analysis.

36) Blade_ rpm_Kaiser3.zip is of  order 36, with wind speed  from  0.044704 to 49.219104 m/s. The data is windowed with Kaiser window for order analysis.

37) Blade_ rpm_Chebyshev1.zip, Blade_ rpm_Chebyshev2.zip Blade_ rpm_Chebyshev3.zip, Blade_ rpm_Kaiser1.zip, Blade_ rpm_Kaiser2.zip and Blade_ rpm_Kaiser3.zip has following 8 datasets in each zipped folder.

• map.mat
• or1.mat
• or.mat 
• rp1.mat
• rp.mat
• rpm.mat
• t.mat
• x.mat 

38) t is the time scale from 0 seconds to 7200 seconds

39) rpm is the revolutions per minute

40) x is the chirp signal which is created at orders 6, order 18 and order 36 at which it  gets started and returns back to this order when the measurement is finished.

41) map is  the order-RPM map matrix

 

  

How use Dataset Files

 The data can be studied and used in various ways.

(1)  The dataset  can be used by energy audit companies, manufacturers, R&D engineers,railway division, metro, military/drone manufacturers etc.

(2)  The dataset can be used to design more variants and many machines.

(3) The dataset can be used for study using less engineering knowledge or with open-source softwares.

(4)  There are many data analysis softwares - proprietary and open source softwares.

(5)  The dataset can be loaded into proprietary softwares or trial versions of Finite element or other simulation softwares to regenerate same model  or other model or to conduct other study.

(6) The Blade_ freq.zip can be used for vibrational analysis and bode plots can be drawn. The Blade_ rpm_Kaiser.zip or Blade_ rpm_Chebyshev.zip data can be used for vibrational analysis of the rotor hub as even the Category 2 hurricane has been taken into account, which is  classified as 'Extremely dangerous winds will cause extensive damage'.

(7) One particular study or some experiments can be copied for degree thesis, project or phd thesis.

(8) Author has used this data to make novelty in his patent. 

(9) Author has mentioned this dataset in his patent claim and invention.

10) Govt or Standard agencies may publish the datasets as separate tabulated book(with permission from author) but the author will publish these tables in his own book. 

 

Paper Citing : If want to cite this in paper etc. ,please refer DoI and/or this url.

Funding: There are no funders for this submission. The author has himself fully self-financed (for his passion). I expect all these papers, would be nice Shroud for the passion and the price paid.

Acknowlegement :  The author as such thankful to none and does not have any special name to be acknowledged.