PYTHON- interpolation with resampling. Then logan plot
£20-250 GBP
Paid on delivery
I need to plot a time-activity curve for measured data. The time intervals are irregular so i need to interpolate with resampling so that data is sampled every 15 seconds.
Cref (y axis) is the activity which has the following array array([ 0. , 348.983 , 4432.77 , 9858.942 , 13230.724 ,
14074.866 , 14132.535 , 14249.749 , 13858.398 , 13815.434 ,
13539.298 , 13265.524 , 12734.501 , 12104.913 , 11627.642 ,
11131.748 , 10537.024 , 10042.941 , 9556.233 , 9078.126 ,
8673.046 , 7992.1533, 7031.426 , 5940.104 , 4908.0713,
4149.585 , 3612.1482, 3221.2012, 3020.2327, 2825.3157,
2704.54 ], dtype=float32)
the time (x axis) in seconds has the following uneven time intervals: [15,
30,
45,
60,
90,
120,
150,
180,
210,
240,
270,
300,
360,
420,
480,
540,
600,
660,
720,
780,
840,
1020,
1200,
1500,
1800,
2100,
2400,
2700,
3000,
3300,
3600]
I need to resample so that data is sampled every 15 seconds.
Following this I have Ctarget which has the array:array([ 0. , 581.7311, 5851.433 , 10426.111 , 12422.851 ,
12678.066 , 12457.852 , 12037.824 , 12438.576 , 12301.788 ,
12192.244 , 11718.365 , 11949.461 , 11511.533 , 10947.356 ,
10409.294 , 10354.737 , 10048.753 , 9569.235 , 9538.16 ,
9049.866 , 8555.707 , 7780.894 , 7018.909 , 6101.6587,
5379.143 , 4870.8496, 4581.016 , 4058.3743, 3838.395 ,
3708.9106], dtype=float32)
It has the same issue where the time is in unequal intervals.
Once this is sorted I need to do a logan plot for these two regions (Cref and Ctarget)
The equation for this logan plot is a straight line- with the function given in the screenshot (requires an integration function where the limits are 0 to 3600). Need the gradient to be generated as a number after.
Project ID: #18866986
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I have seen your details and requirements. I am mphill in computer science having seven years of experience in Python development with strong grip on machine learning. I am very interested in your project. I need s More
Hello there, I have reviewed your project requirements and understood your requirements as mentioned above. We are working here as team and have more then 5+ years of experience in this field. We have skills men More
