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Add INL Sweep solartron-7061-201216---datron-4805-XANS1---SWEEP1.csv

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solartron-7061-201216/datron-4805-XANS1/README.md Normal file
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| Meter Manufacturer | Meter Model | Meter SerialNumber | Source Manufacturer | Source Model | Source SerialNumber | MinMax | File | ID | User |
|--------------------|-------------|--------------------|---------------------|--------------|---------------------|--------|------|----|------|
|solartron|7061|201216|datron|4805|XANS1|0.0|/data/solartron-7061-201216---datron-4805-XANS1---SWEEP1.jpg|SWEEP1|xans|

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solartron-7061-201216/datron-4805-XANS1/data/INLV-SolDat.py Normal file
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import GPIBPrologix
import bme280
import smbus2
from requests import post
## Initialize GPIB adapter
GPIB = GPIBPrologix.ResourceManager("/dev/ttyACM0")
# Connect equipment
inst2 = GPIB.open_resource(30)
inst3 = GPIB.open_resource(16)
# Initialize BME280 temperature/humidity sensor
bus = smbus2.SMBus(1)
## Configure equipment
# BME280 temperature/humidity sensor
calibration_params = bme280.load_calibration_params(bus, 0x76)
# Datron 4805 Calibrator
inst2.query("F0=") #DCV
inst2.query("R6=") #10/100K Range
inst2.query("S1=") #RemoteSense
inst2.query("M0.0069=") #6.9mV Out, sanity check
inst2.query("O1=") #OutputON
# Solartron S7061
inst3.query("BEEp")
inst3.query("MODE VDc")
inst3.query("RANGE 10")
inst3.query("DIGits 7")
inst3.query("DRift OFf")
# Measurement functions
def readValue(instObj):
instObj.query("TRIgger")
counter = 0
a = instObj.read()
prevA = a
while(a == prevA and counter < 30):
a = instObj.read()
time.sleep(0.1)
counter = counter + 1
instObj.query("DISplay []")
print(a)
b = a[14:18]
a = a[1:10]
value = a
return value
def setValue(instObj, inputVar):
instObj.query("M"+str(inputVar)+"=")
return inputVar
def getEnvironment(instObj, i2cbus):
value = instObj.sample(i2cbus, 0x76, calibration_params)
return value
## Have gitpython pull in the repository
import os
import git
import shutil
username = input("Your 0xC6 git username: ")
password = input("Your 0xC6 git password: ")
remote = f"https://{username}:{password}@git.0xc6.com/xans/INL-Measurements.git"
if not os.path.exists(os.getcwd()+"/INL-Measurements"):
git.Repo.clone_from(remote, os.getcwd()+"/INL-Measurements/")
else:
shutil.rmtree(os.getcwd()+"/INL-Measurements/", ignore_errors=True)
git.Repo.clone_from(remote, os.getcwd()+"/INL-Measurements/")
## Get needed info to properly label everything
MeterManufacturer = input("Meter Manufacturer: ").lower()
MeterModel = input("Meter Model: ").upper()
MeterSN = input("Meter SN: ").upper()
SourceManufacturer = input("Source Manufacturer: ").lower()
SourceModel = input("Source Model: ").upper()
SourceSN = input("Source SN: ").upper()
measid = input("Personally assigned measurement ID: ").upper()
shellyIp = input("If you use shelly for protection, enter the IP: ").upper()
if shellyIp and os.system("ping -c 1 " + shellyIp):
print("shelly not found")
quit()
if shellyIp:
url = "{}://{}:{}/relay/0?turn=on".format("http", "192.168.0.101", "8")
post(url)
## Create proper directory structure
basePath = os.getcwd() + "/INL-Measurements/"
dutname = MeterManufacturer+'-'+MeterModel+'-'+MeterSN
if not os.path.exists(basePath+dutname):
os.makedirs(basePath+dutname)
sourcename = SourceManufacturer+'-'+SourceModel+'-'+SourceSN
if not os.path.exists(basePath+dutname+'/'+sourcename):
os.makedirs(basePath+dutname+'/'+sourcename)
if not os.path.exists(basePath+dutname+'/'+sourcename+"/data/"):
os.makedirs(basePath+dutname+'/'+sourcename+"/data/")
basePath = basePath+dutname+'/'+sourcename
print(basePath+"/data/")
import csv
import time
import datetime
import numpy as np
import pandas as pd
from math import sin
## Create logfile
logFileName = MeterManufacturer+'-'+MeterModel+'-'+MeterSN+'---'+SourceManufacturer+'-'+SourceModel+'-'+SourceSN+'---'+measid+'.csv'
with open(basePath+"/data/"+logFileName, 'a') as f:
writer = csv.writer(f)
writer.writerow(["DateTime","Set Volts","Measured Volts","Env Pressure","Env Temperature", "Env Humidity"])
print(basePath+"/data/"+logFileName)
sweep = np.arange(-11.5,12,0.5)
cntr = 0
d = datetime.datetime.now()
dlast = datetime.datetime.now()
## Collect data
time.sleep(30)
for x in sweep:
cntr = cntr + 1
try:
#Set volt and let accimatize
setPoint = setValue(inst2,round(x,5))
timebetween = (d-dlast) * (len(sweep)-cntr)
dlast = d
print(str(cntr)+'/'+str(len(sweep))+' Estimated Time Left: '+str(timebetween))
time.sleep(30)
for i in range(3):
try:
time.sleep(5)
#Get DUT value
readout = readValue(inst3)
#Get envirnmental values
data = getEnvironment(bme280, bus)
#Write to file
d = datetime.datetime.now()
dx = d - datetime.timedelta(microseconds=d.microsecond)
fields=[dx.strftime("%d-%m-%y %H:%M:%S"),setPoint,float(readout),round(data.humidity,2),round(data.temperature,2),round(data.pressure,2)]
print(fields)
with open(basePath+"/data/"+logFileName, 'a') as f:
writer = csv.writer(f)
writer.writerow(fields)
if shellyIp and float(data.temperature) > 30 or float(data.temperature) < 16:
url = "{}://{}:{}/relay/0?turn=off".format("http", "192.168.0.101", "80")
post(url)
except Exception as e:
time.sleep(15)
i = i-1
except Exception as e:
print(e)
time.sleep(1)
## Calculate high order polynomial
df = pd.read_csv(basePath+"/data/"+logFileName)
df = df.groupby(["Set Volts"], as_index=False).mean(numeric_only=True)
highOrderPolyFit = np.polyfit(df["Set Volts"], df["Set Volts"]-df["Measured Volts"], 8)
trendPoly = np.poly1d(highOrderPolyFit)
## Make plot and save
import sys
from matplotlib import pyplot as plt
plt.plot(df["Set Volts"], df["Set Volts"]-df["Measured Volts"])
polyIndex = np.arange(-11,11,0.01)
plt.plot(polyIndex, trendPoly(polyIndex))
plt.xlabel('Source Voltage')
plt.ylabel('Delta Set/Meas')
plt.title ('INLV sweep '+ logFileName[:-4])
plt.savefig(basePath+"/data/"+logFileName[:-4]+".jpg", bbox_inches='tight')
minVal = trendPoly(polyIndex)
maxVal = trendPoly(polyIndex)
minVal = min(minVal)
maxVal = min(maxVal)
## Write away values to result overview
if not os.path.exists(basePath+'/README.md'):
with open(basePath+'/README.md', 'a') as f:
f.write("| Meter Manufacturer | Meter Model | Meter SerialNumber | Source Manufacturer | Source Model | Source SerialNumber | MinMax | File | ID | User |\n")
f.write("|--------------------|-------------|--------------------|---------------------|--------------|---------------------|--------|------|----|------|\n")
f.close()
with open(basePath+'/README.md', 'a') as f:
linkToImg = "/data/"+logFileName[:-4]+".jpg"
print("|"+MeterManufacturer+"|"+MeterModel+"|"+MeterSN+"|"+SourceManufacturer+"|"+SourceModel+"|"+SourceSN+"|"+str(round((maxVal-minVal),10))+"|"+linkToImg+"|"+measid+"|"+username+"|\n")
f.write("|"+MeterManufacturer+"|"+MeterModel+"|"+MeterSN+"|"+SourceManufacturer+"|"+SourceModel+"|"+SourceSN+"|"+str(round((maxVal-minVal),10))+"|"+linkToImg+"|"+measid+"|"+username+"|\n")
f.close()
shutil.copy(os.getcwd()+'/'+sys.argv[0],basePath+"/data/")
repo = git.Repo(os.getcwd() + "/INL-Measurements/")
repo.git.add(basePath)
repo.index.commit("Add INL Sweep "+ logFileName)
repo.remotes[0].push()

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solartron-7061-201216/datron-4805-XANS1/data/solartron-7061-201216---datron-4805-XANS1---SWEEP1.csv Normal file
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DateTime,Set Volts,Measured Volts,Env Pressure,Env Temperature,Env Humidity
11-12-23 20:22:00,-11.5,11.50029,54.35,21.6,1006.17
11-12-23 20:22:15,-11.5,11.50029,54.4,21.51,1006.01
11-12-23 20:22:30,-11.5,11.500294,54.4,21.57,1006.11
11-12-23 20:23:17,-11.0,11.00028,54.47,21.56,1006.09
11-12-23 20:23:33,-11.0,11.000279,54.37,21.55,1006.08
11-12-23 20:23:48,-11.0,11.000278,54.33,21.61,1006.17
11-12-23 20:24:35,-10.5,10.500263,54.29,21.55,1006.0
11-12-23 20:24:50,-10.5,10.500265,54.32,21.6,1006.17
11-12-23 20:25:05,-10.5,10.500262,54.33,21.58,1006.16
11-12-23 20:25:52,-10.0,10.000254,54.19,21.65,1006.08
11-12-23 20:26:07,-10.0,10.000255,54.18,21.58,1005.97
11-12-23 20:26:23,-10.0,10.000253,54.27,21.52,1005.98
11-12-23 20:27:10,-9.5,9.500236,54.13,21.31,1005.51
11-12-23 20:27:25,-9.5,9.500239,54.1,21.58,1006.02
11-12-23 20:27:40,-9.5,9.500236,54.21,21.59,1006.14
11-12-23 20:28:27,-9.0,9.000223,54.24,21.55,1006.05
11-12-23 20:28:42,-9.0,9.000225,54.24,21.6,1006.11
11-12-23 20:28:57,-9.0,9.000222,54.23,21.6,1006.16
11-12-23 20:29:44,-8.5,8.500208,54.17,21.6,1006.09
11-12-23 20:30:00,-8.5,8.500211,54.11,21.64,1006.09
11-12-23 20:30:15,-8.5,8.50021,54.03,21.57,1005.98
11-12-23 20:31:02,-8.0,8.000195,54.15,21.6,1006.11
11-12-23 20:31:17,-8.0,8.000193,54.15,21.54,1006.01
11-12-23 20:31:32,-8.0,8.000194,54.03,21.56,1005.99
11-12-23 20:32:19,-7.5,7.500183,53.95,21.67,1006.14
11-12-23 20:32:34,-7.5,7.500181,53.96,21.66,1006.15
11-12-23 20:32:50,-7.5,7.500181,54.04,21.64,1006.12
11-12-23 20:33:37,-7.0,7.000168,54.05,21.64,1006.15
11-12-23 20:33:52,-7.0,7.000166,54.0,21.67,1006.14
11-12-23 20:34:07,-7.0,7.000166,53.99,21.66,1006.1
11-12-23 20:34:54,-6.5,6.500154,53.95,21.66,1006.16
11-12-23 20:35:09,-6.5,6.500154,54.03,21.62,1006.09
11-12-23 20:35:24,-6.5,6.500155,54.03,21.62,1006.14
11-12-23 20:36:12,-6.0,6.000142,53.95,21.63,1006.11
11-12-23 20:36:27,-6.0,6.000143,54.01,21.64,1006.12
11-12-23 20:36:42,-6.0,6.000141,54.15,20.99,1005.17
11-12-23 20:37:29,-5.5,5.500129,54.08,21.58,1006.08
11-12-23 20:37:44,-5.5,5.500131,54.13,21.5,1005.97
11-12-23 20:37:59,-5.5,5.50013,54.11,21.62,1006.16
11-12-23 20:38:46,-5.0,5.000116,54.05,21.42,1005.76
11-12-23 20:39:02,-5.0,5.000114,53.97,21.65,1006.14
11-12-23 20:39:17,-5.0,5.000115,53.96,21.59,1006.02
11-12-23 20:40:04,-4.5,4.500102,54.0,21.58,1006.02
11-12-23 20:40:19,-4.5,4.500103,54.1,21.57,1006.09
11-12-23 20:40:34,-4.5,4.500101,54.04,21.52,1005.98
11-12-23 20:41:21,-4.0,4.000086,53.9,21.66,1006.13
11-12-23 20:41:36,-4.0,4.000088,53.89,21.62,1006.08
11-12-23 20:41:51,-4.0,4.000088,53.91,21.21,1005.47
11-12-23 20:42:39,-3.5,3.500078,53.99,21.62,1006.14
11-12-23 20:42:54,-3.5,3.500073,53.85,21.58,1006.02
11-12-23 20:43:09,-3.5,3.500075,53.86,21.47,1005.79
11-12-23 20:43:56,-3.0,3.000059,53.96,21.54,1006.01
11-12-23 20:44:11,-3.0,3.000061,53.93,21.63,1006.1
11-12-23 20:44:26,-3.0,3.000061,53.93,21.63,1006.05
11-12-23 20:45:13,-2.5,2.500044,53.75,21.68,1006.12
11-12-23 20:45:29,-2.5,2.500044,53.74,21.72,1006.12
11-12-23 20:45:44,-2.5,2.500046,53.65,21.68,1006.03
11-12-23 20:46:31,-2.0,2.000034,53.77,21.59,1006.07
11-12-23 20:46:46,-2.0,2.000034,53.91,21.53,1005.94
11-12-23 20:47:01,-2.0,2.000031,53.95,21.5,1006.0
11-12-23 20:47:48,-1.5,1.500022,53.78,21.19,1005.34
11-12-23 20:48:03,-1.5,1.50002,53.81,21.54,1005.97
11-12-23 20:48:19,-1.5,1.500022,53.9,21.61,1006.1
11-12-23 20:49:06,-1.0,1.000009,54.05,21.53,1006.13
11-12-23 20:49:21,-1.0,1.000009,54.05,21.56,1006.17
11-12-23 20:49:36,-1.0,1.000008,54.06,21.55,1006.16
11-12-23 20:50:23,-0.5,0.499996,54.04,21.56,1006.18
11-12-23 20:50:38,-0.5,0.499996,53.98,21.5,1006.05
11-12-23 20:50:53,-0.5,0.499996,53.89,21.56,1006.12
11-12-23 20:51:40,0.0,1.5e-05,53.8,21.58,1006.12
11-12-23 20:51:56,0.0,1.6e-05,53.85,21.59,1006.15
11-12-23 20:52:11,0.0,1.3e-05,53.85,21.61,1006.18
11-12-23 20:52:58,0.5,0.500014,53.87,21.6,1006.17
11-12-23 20:53:13,0.5,0.500013,53.73,21.66,1006.21
11-12-23 20:53:28,0.5,0.500013,53.73,21.65,1006.09
11-12-23 20:54:15,1.0,1.000026,53.59,21.69,1006.27
11-12-23 20:54:30,1.0,1.000025,53.57,21.63,1006.08
11-12-23 20:54:46,1.0,1.000023,53.6,21.68,1006.22
11-12-23 20:55:33,1.5,1.500037,53.55,21.69,1006.19
11-12-23 20:55:48,1.5,1.500037,53.55,21.69,1006.21
11-12-23 20:56:03,1.5,1.500038,53.6,21.67,1006.18
11-12-23 20:56:50,2.0,2.000049,53.67,21.63,1006.11
11-12-23 20:57:05,2.0,2.000049,53.74,21.62,1006.17
11-12-23 20:57:20,2.0,2.000049,53.74,21.63,1006.13
11-12-23 20:58:07,2.5,2.500065,53.64,21.62,1006.17
11-12-23 20:58:23,2.5,2.500065,53.55,21.62,1006.09
11-12-23 20:58:38,2.5,2.500063,53.59,21.53,1005.99
11-12-23 20:59:25,3.0,3.000076,53.7,21.52,1006.08
11-12-23 20:59:40,3.0,3.000077,53.75,21.61,1006.1
11-12-23 20:59:55,3.0,3.000076,53.71,21.62,1006.2
11-12-23 21:00:42,3.5,3.500092,53.77,21.56,1006.26
11-12-23 21:00:58,3.5,3.500091,53.8,21.5,1006.1
11-12-23 21:01:13,3.5,3.50009,53.83,21.58,1006.24
11-12-23 21:02:00,4.0,4.000104,53.65,21.63,1006.22
11-12-23 21:02:15,4.0,4.000103,53.67,21.55,1006.08
11-12-23 21:02:30,4.0,4.000105,53.79,20.04,1003.97
11-12-23 21:03:17,4.5,4.500115,53.67,21.6,1006.27
11-12-23 21:03:32,4.5,4.500117,53.68,21.61,1006.25
11-12-23 21:03:48,4.5,4.500117,53.68,21.57,1006.11
11-12-23 21:04:35,5.0,5.000129,53.65,21.54,1006.17
11-12-23 21:04:50,5.0,5.000129,53.6,21.41,1005.9
11-12-23 21:05:05,5.0,5.000128,53.62,21.63,1006.24
11-12-23 21:05:52,5.5,5.500144,53.57,21.63,1006.24
11-12-23 21:06:07,5.5,5.500144,53.63,21.54,1006.18
11-12-23 21:06:22,5.5,5.500145,53.59,21.52,1006.12
11-12-23 21:07:10,6.0,6.000154,53.64,21.6,1006.26
11-12-23 21:07:25,6.0,6.000154,53.68,21.53,1006.15
11-12-23 21:07:40,6.0,6.000156,53.61,21.61,1006.28
11-12-23 21:08:27,6.5,6.500168,53.57,21.57,1006.19
11-12-23 21:08:42,6.5,6.500167,53.48,21.45,1005.99
11-12-23 21:08:57,6.5,6.500168,53.54,21.6,1006.3
11-12-23 21:09:44,7.0,7.00018,53.62,21.51,1006.25
11-12-23 21:10:00,7.0,7.000181,53.61,21.55,1006.24
11-12-23 21:10:15,7.0,7.000181,53.72,21.53,1006.3
11-12-23 21:11:02,7.5,7.500195,53.67,21.56,1006.34
11-12-23 21:11:17,7.5,7.500194,53.68,21.48,1006.18
11-12-23 21:11:32,7.5,7.500192,53.7,21.48,1006.1
11-12-23 21:12:19,8.0,8.000208,53.76,21.51,1006.28
11-12-23 21:12:34,8.0,8.000206,53.77,21.42,1006.16
11-12-23 21:12:50,8.0,8.000206,53.71,21.49,1006.22
11-12-23 21:13:37,8.5,8.500218,53.8,21.49,1006.34
11-12-23 21:13:52,8.5,8.50022,53.88,21.47,1006.35
11-12-23 21:14:07,8.5,8.500221,53.79,21.53,1006.34
11-12-23 21:14:54,9.0,9.000236,53.65,21.54,1006.34
11-12-23 21:15:09,9.0,9.000233,53.61,21.13,1005.59
11-12-23 21:15:24,9.0,9.000236,53.57,20.26,1004.2
11-12-23 21:16:12,9.5,9.500246,53.62,21.58,1006.36
11-12-23 21:16:27,9.5,9.500247,53.49,21.6,1006.43
11-12-23 21:16:42,9.5,9.500247,53.61,21.56,1006.37
11-12-23 21:17:29,10.0,10.00026,53.39,21.56,1006.2
11-12-23 21:17:44,10.0,10.000259,53.4,21.61,1006.42
11-12-23 21:17:59,10.0,10.000259,53.38,21.61,1006.34
11-12-23 21:18:46,10.5,10.500271,53.48,21.52,1006.25
11-12-23 21:19:02,10.5,10.500272,53.47,21.59,1006.39
11-12-23 21:19:17,10.5,10.500272,53.54,21.51,1006.29
11-12-23 21:20:04,11.0,11.000287,53.56,21.53,1006.34
11-12-23 21:20:19,11.0,11.000285,53.53,21.57,1006.36
11-12-23 21:20:34,11.0,11.000288,53.57,21.47,1006.19
11-12-23 21:21:21,11.5,11.500296,53.59,21.52,1006.31
11-12-23 21:21:36,11.5,11.500297,53.69,21.5,1006.43
11-12-23 21:21:52,11.5,11.500296,53.77,21.48,1006.31
1 DateTime Set Volts Measured Volts Env Pressure Env Temperature Env Humidity
2 11-12-23 20:22:00 -11.5 11.50029 54.35 21.6 1006.17
3 11-12-23 20:22:15 -11.5 11.50029 54.4 21.51 1006.01
4 11-12-23 20:22:30 -11.5 11.500294 54.4 21.57 1006.11
5 11-12-23 20:23:17 -11.0 11.00028 54.47 21.56 1006.09
6 11-12-23 20:23:33 -11.0 11.000279 54.37 21.55 1006.08
7 11-12-23 20:23:48 -11.0 11.000278 54.33 21.61 1006.17
8 11-12-23 20:24:35 -10.5 10.500263 54.29 21.55 1006.0
9 11-12-23 20:24:50 -10.5 10.500265 54.32 21.6 1006.17
10 11-12-23 20:25:05 -10.5 10.500262 54.33 21.58 1006.16
11 11-12-23 20:25:52 -10.0 10.000254 54.19 21.65 1006.08
12 11-12-23 20:26:07 -10.0 10.000255 54.18 21.58 1005.97
13 11-12-23 20:26:23 -10.0 10.000253 54.27 21.52 1005.98
14 11-12-23 20:27:10 -9.5 9.500236 54.13 21.31 1005.51
15 11-12-23 20:27:25 -9.5 9.500239 54.1 21.58 1006.02
16 11-12-23 20:27:40 -9.5 9.500236 54.21 21.59 1006.14
17 11-12-23 20:28:27 -9.0 9.000223 54.24 21.55 1006.05
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