private static async Task <WTPowerResultSet> getPredictedPower(WTPowerRequestInfo predictionInputs, Boolean allInfo = false)
{
DMResultInfo PredictionPowerDMSet = await MlApi.GetPowerAsync(predictionInputs.PowerInputs);
float[] PredictionPowerPMSet = await PmAPI.GetPowerAsync(predictionInputs.PowerInputs);
WTPowerResultSet results;
int iterator = 0;
if (allInfo)
{
results = new WTPowerResultSet {
powerForecastResults = new List <WTPowerForecastResult>()
};
}
else
{
results = new WTPowerResultSet {
powerResults = new List <WTPowerResult>()
};
}
foreach (WTInfo powerInfo in predictionInputs.PowerInputs)
{
if (allInfo)
{
results.powerForecastResults.Add(new WTPowerForecastResult
{
OriginSysTime = powerInfo.OriginSysTime,
Power_DM = (float)PredictionPowerDMSet.result[iterator],
Power_PM = (float)PredictionPowerPMSet[iterator],
WindDir = powerInfo.WindDir,
WindSpeed = powerInfo.WindSpeed,
YawPosition = powerInfo.YawPosition
});
}
else
{
results.powerResults.Add(new WTPowerResult
{
OriginSysTime = powerInfo.OriginSysTime,
Power_DM = (float)PredictionPowerDMSet.result[iterator],
Power_PM = (float)PredictionPowerPMSet[iterator],
});
}
++iterator;
}
return(results);
}
private static async Task processSensorData(string deviceId, JObject sensorData)
{
// extract sensor data
var info = new WTPowerRequestInfo {
PowerInputs = new List <WTInfo>()
};
info.PowerInputs.Add(new WTInfo {
Blade1PitchPosition = (float)sensorData.GetValue("pitchAngle1"),
Blade2PitchPosition = (float)sensorData.GetValue("pitchAngle2"),
Blade3PitchPosition = (float)sensorData.GetValue("pitchAngle3"),
OriginSysTime = (string)sensorData.GetValue("originSysTime"),
WindDir = (float)sensorData.GetValue("windDirection"),
WindSpeed = (float)sensorData.GetValue("windSpeed"),
YawPosition = (float)sensorData.GetValue("yawPosition")
});
var tempValues = new TemperatureValues()
{
nacelle = (float)sensorData.GetValue("nacelleTemp"),
gearBox = (float)sensorData.GetValue("gearboxTemp"),
generator = (float)sensorData.GetValue("convTemp"),
};
// update sensor data on ADT
string query = $"SELECT * FROM DigitalTwins T WHERE IS_OF_MODEL(T, 'dtmi:adt:chb:Sensor;1') AND T.deviceId = '{deviceId}'";
DtIds dtIds = await fetchDtIds(query);
if (dtIds.sensor == null || dtIds.turbineObserved == null)
{
return;
}
client.UpdateDigitalTwin(dtIds.sensor, generatePatchForSensor(info.PowerInputs[0], tempValues));
// update turbine data on ADT. We return index 0 since only a single
// value should only be processed.
var powerValues = new PowerValues()
{
powerObserved = (float)sensorData.GetValue("power"),
powerDM = (float)(await MlApi.GetPowerAsync(info.PowerInputs)).result[0],
powerPM = (float)(await PmAPI.GetPowerAsync(info.PowerInputs))[0]
};
client.UpdateDigitalTwin(dtIds.turbineObserved, generatePatchForTurbine(powerValues));
}
