/// <summary>
/// Calculate fitness value of digester measurements which must be between min and/or max
/// </summary>
/// <param name="myPlant"></param>
/// <param name="mySensors"></param>
/// <param name="var_id">"pH", "TS", ...</param>
/// <param name="min_max">"min", "max" or "min_max"</param>
/// <param name="myFitnessParams"></param>
/// <param name="append_var_id">"_2" or "_3"</param>
/// <param name="use_tukey">if true, then tukey function is used, leads to
/// that returned value can be > 1. if false, then the fitness value
/// is between 0 and 1.</param>
/// <returns></returns>
public static double calcFitnessDigester_min_max(biogas.plant myPlant, biogas.sensors mySensors,
string var_id, string min_max, fitness_params myFitnessParams,
string append_var_id, bool use_tukey)
{
double fitness = 0;
int n_digester = myPlant.getNumDigesters();
for (int idigester = 0; idigester < n_digester; idigester++)
{
string digester_id = myPlant.getDigesterID(idigester + 1);
double variable;
mySensors.getCurrentMeasurementD(var_id + "_" + digester_id + append_var_id, out variable);
//
double punish_digester = 0;
if ((min_max == "min") || (min_max == "min_max"))
{
double min_bound = myFitnessParams.get_param_of(var_id + "_min", idigester);
if (!use_tukey)
{
punish_digester = Convert.ToDouble(variable < min_bound);
}
else
{
// if a boundary is violated then the penalty is at least 1, and bounded
// by tukey biweight rho function
// TODO : warum wollte ich das 1 + ... haben??? das macht die sache
// nicht stetig, was sehr schlecht ist für skalierung und auch
// für kriging
punish_digester = Convert.ToDouble(variable < min_bound) *
(0 * 1 + math.tukeybiweight(variable - min_bound));
}
}
if ((min_max == "max") || (min_max == "min_max"))
{
double max_bound = myFitnessParams.get_param_of(var_id + "_max", idigester);
if (!use_tukey)
{
punish_digester = Math.Max(punish_digester, Convert.ToDouble(variable > max_bound));
}
else
{
// if a boundary is violated then the penalty is at least 1, and bounded
// by tukey biweight rho function
// TODO : warum wollte ich das 1 + ... haben??? das macht die sache
// nicht stetig, was sehr schlecht ist für skalierung und auch
// für kriging
punish_digester = Math.Max(punish_digester, Convert.ToDouble(variable > max_bound) *
(0 * 1 + math.tukeybiweight(variable - max_bound)));
}
}
fitness += punish_digester;
}
// values between 0 and 1, but if tukey function used, then may also be > 1
fitness = fitness / n_digester;
return(fitness);
}
static void Main(string[] args)
{
physValue COD = biogas.chemistry.calcTOC("Xch");
//physValueBounded mol_mass= new physValueBounded("Sac");
//double a= 1;
//physValueBounded c= a* mol_mass;
fitness_params myparams = new fitness_params("fitness_params_geiger.xml");
myparams.set_params_of("manurebonus", true);
//double[] state= new double[37];
//physValueBounded fostac= biogas.ADMstate.calcFOSTACOfADMstate(state);
//physValue C;
//physValue H;
//physValue Hh2= biogas.chemistry.Hh2;
//biogas.chemistry.get_CHONS_of("Sac_", out C, out H);
//physValue ThODch= biogas.chemistry.calcTheoreticalOxygenDemand("Xch");
//biogas.substrate.createMe();
//double[] a= biogas.ADMstate.getDefaultADMstate(33);
//double[] b= biogas.ADMstate.getDefaultADMstate(33);
//a[33]= 10;
//b[33]= 15;
//double[,] c= new double[a.Length, 2];
//for (int ii= 0; ii < a.Length; ii++)
//{
// c[ii, 0]= a[ii];
// c[ii, 1]= b[ii];
//}
//double[] d= biogas.ADMstate.mixADMstreams(c);
//biogas.substrate mySubstrate= new biogas.substrate("manure_cattle_1.xml");
//mySubstrate.print();
//mySubstrate= new biogas.substrate("wheat_silage_3.xml");
//mySubstrate.print();
substrates mySubstrates = new biogas.substrates("substrate_geiger.xml");
mySubstrates.print();
//mySubstrates.saveAsXML("test.xml");
plant myPlant = new biogas.plant("plant_geiger.xml");
//myPlant.saveAsXML("test_plant.xml");
//double[] Q= {1,2,3,4,5,6,7};
//myPlant.myDigesters.get("main").AD_Model.getParams(Q, mySubstrates);
digester myDigester = myPlant.myDigesters.get(1);
myDigester.calcHeatLossDueToRadiation(new physValue(40, "°C"));
double[] Q = { 15, 20, 0, 0, 0, 0, 0, 0, 0, 0 };
double QdigesterIn = 35;
double[] ADMparams = myDigester.AD_Model.getParams(0, Q, QdigesterIn, mySubstrates);
//double[] x= biogas.ADMstate.getDefaultADMstate();
// double[] x= { 0.00890042014469482,
//0.00393026902393572,
//0.0898975418574202,
//0.0105303688871217,
//0.0188083338344299,
//0.0891872294599488,
//4.06518710070508,
//1.48197701713060e-06,
//0.0463395911897687,
//0.0137825768581825,
//0.231507824368968,
//3.42633334388719,
//8.90655977614532,
//0.129429796425159,
//0.0457772931408461,
//0.0271093313710146,
//3.81638964565446,
//0.988123176978798,
//0.410214653254316,
//0.633820130695941,
//0.537171143510719,
//1.81695029971744,
//0.992459517922010,
//8.07171990003056,
//19.9716874568380,
//0.000997039324889569,
//0.0155655622013352,
//0.0104958374141159,
//0.0187566838733815,
//0.0889172491178123,
//4.05462904506225,
//0.152623707143880,
//0.00590111878589172,
//8.13313521280990e-05,
//0.465153466604388,
//0.506049932143382,
//0.971284730099898
////8.05130545875131e-05,
////0.460473427139200,
////0.500958421870263,
////0.961512362064050
// };
double[] x = { 0.00719913836418267,
0.00322799288019040,
0.0546025712168657,
0.0115793536955362,
0.0229074890746752,
0.0600482037552511,
0.463364086785563,
7.72721521995682e-08,
0.0469910866922296,
0.0479055807768373,
0.154317294840363,
-1.35975859128971e-47,
21.5301936374036,
0.750446550594154,
0.161739337648583,
0.0603411370260300,
4.96860324952978,
0.832215069627251,
0.222662822346057,
0.629071151058018,
0.547835241984119,
2.00168204821595,
1.05831074978528,
29.5159593610614,
1.79228974953266,
1.27233772322647e-52,
1.77592375955463e-55,
0.0115411203828431,
0.0228383440861995,
0.0598411508360539,
0.462166407598810,
0.2406363011183078,
0.00374878408176311,
4.31650348109949e-06,
0.476514182736779,
0.487815404290303,
0.964333903530564 };
//biogas.sensors mySensors=
// new biogas.sensors(new biogas.VFA_TAC_sensor("1"));
//physValue VFA_TAC= mySensors.getCurrentMeasurement("VFA_TAC_1", 2);
//VFA_TAC= mySensors.measure(0, "VFA_TAC_1", 1, x);
//VFA_TAC= mySensors.measure(2, "VFA_TAC_1", 1, x);
biogas.sensors mySensors =
new biogas.sensors(new biogas.TS_sensor("postdigester_3"));
biogas.sensor_array mySensorArray = new biogas.sensor_array("Q");
for (int isubstrate = 0; isubstrate < mySubstrates.getNumSubstrates(); isubstrate++)
{
mySensorArray.addSensor(new biogas.Q_sensor(mySubstrates.getID(isubstrate + 1)));
}
mySensorArray.addSensor(new biogas.Q_sensor("postdigester_digester"));
mySensors.addSensorArray(mySensorArray);
mySensors.addSensor(new biogas.substrate_sensor("cost"));
mySensors.addSensor(new biogas.pumpEnergy_sensor("postdigester_digester"));
mySensors.addSensor(new biogas.total_biogas_sensor("", myPlant));
//physValue VFA_TACs= mySensors.measure(0, "VS_1", 1, new double[]{1,2}, mySubstrates);
double[,] substrate_network = { { 1, 0 }, { 1, 0 }, { 1, 0 }, { 1, 0 }, { 1, 0 }, { 1, 0 } };
double[,] plant_network = { { 0, 1, 0 }, { 1, 0, 1 } };
double TS;
//mySensors.measure(0, "TS_digester_3", 1, x,
// myPlant, mySubstrates, mySensors,
// substrate_network, plant_network, "digester", out TS);
mySensors.measure(0, "substrate_cost", 0, mySubstrates, out TS);
mySensors.measure(1, "substrate_cost", 0, mySubstrates, out TS);
mySensors.measure(2, "substrate_cost", 0, mySubstrates, out TS);
double energy;
double[] pump = { 5 };
mySensors.measure(0, "pumpEnergy_postdigester_digester", 0, myPlant, 10, pump, out energy);
double[] data;
mySensors.getMeasurementStream("substrate_cost", out data);
double[] u = new double[6];
u[0] = 10;
u[1] = 100;
u[2] = 100;
u[3] = 20;
u[4] = 200;
u[5] = 200;
mySensors.measureVec(0, "total_biogas_", 0, myPlant, u, "threshold", 5);
physValue Qgas_h2;
physValue Qgas_ch4;
physValue Qgas_co2;
physValue T = new physValue("T", 41.4, "°C");
biogas.ADMstate.calcBiogasOfADMstate(x, new physValue(3000, "m^3"),
T, out Qgas_h2, out Qgas_ch4, out Qgas_co2);
double ph = biogas.ADMstate.calcPHOfADMstate(x);
substrate mySubstrate = mySubstrates.get("swinemanure");
biogas.ADMstate.calcADMstream(mySubstrate, 30);
double mypH = mySubstrate.get_param_of("pH");
}