Example #1
0
        public void CalcWakeLosses_Test()
        {
            WakeCollection    WakeModList = new WakeCollection();
            TurbineCollection turbineList = new TurbineCollection();

            double[]     power      = new double[31];
            string       Power_file = testingFolder + "\\CalcWakeLosses\\power.txt";
            StreamReader sr         = new StreamReader(Power_file);

            for (int i = 0; i <= 22; i++)
            {
                power[i] = Convert.ToSingle(sr.ReadLine());
            }

            double[] Thrust      = new double[31];
            string   Thrust_file = testingFolder + "\\CalcWakeLosses\\Thrust.txt";

            sr = new StreamReader(Thrust_file);

            for (int i = 0; i <= 22; i++)
            {
                Thrust[i] = Convert.ToSingle(sr.ReadLine());
            }

            turbineList.AddPowerCurve("GW 1500/87", 3, 22, 1500, power, Thrust, 87, 16, 10, 1, 0);
            WakeModList.AddWakeModel(0, 5, 10, turbineList.powerCurves[0], 10, 3.5f, 0.03f, "Linear");

            MetCollection metList = new MetCollection();

            metList.metItem    = new Met[1];
            metList.metItem[0] = new Met();

            // Load sectorwise wind speed distribution
            string Sect_WS_file = testingFolder + "\\CalcWakeLosses\\Sect_WS.txt";

            sr = new StreamReader(Sect_WS_file);
            double[,] sectorWS = new double[16, 31];
            for (int i = 0; i <= 15; i++)
            {
                string   This_WS_Array    = sr.ReadLine();
                string[] This_Array_Split = This_WS_Array.Split('\t');
                for (int j = 0; j <= 30; j++)
                {
                    sectorWS[i, j] = Convert.ToSingle(This_Array_Split[j]);
                }
            }

            string WR_file = testingFolder + "\\CalcWakeLosses\\Wind_Rose.txt";

            sr = new StreamReader(WR_file);
            double[] windRose = new double[16];
            for (int i = 0; i <= 15; i++)
            {
                windRose[i] = Convert.ToSingle(sr.ReadLine()) / 100;
            }

            string Sect_AEP_file = testingFolder + "\\CalcWakeLosses\\Sect_AEP.txt";

            sr = new StreamReader(Sect_AEP_file);
            double[] Sect_AEP = new double[16];
            for (int i = 0; i <= 15; i++)
            {
                Sect_AEP[i] = Convert.ToSingle(sr.ReadLine());
            }

            double[] R_RD = new double[21];

            for (int i = 0; i <= 20; i++)
            {
                R_RD[i] = i * 0.025f;
            }

            WakeCollection.WakeLossCoeffs[] These_Coeffs = new WakeCollection.WakeLossCoeffs[140]; // 5 (DW_RDs) x 28 (WS > 3)
            int Ind_Count = 0;

            for (double DW_RD = 5.5f; DW_RD <= 5.9; DW_RD = DW_RD + 0.1f)
            {
                int DW_ind = (int)Math.Round((DW_RD - 2) / 0.1, 0);

                for (int i = 3; i <= 30; i++)
                {
                    double[] Vel_Def_Rad = new double[21];   // Velocity Deficit profile at X_Length_RD
                    double[,] WS_Def_EV_Grid = WakeModList.CalcWS_DeficitEddyViscosityGrid(2f, 6f, 0.1f, 0.025f, i, WakeModList.wakeModels[0], metList);
                    for (int radiusInd = 0; radiusInd <= 19; radiusInd++)
                    {
                        Vel_Def_Rad[radiusInd] = WS_Def_EV_Grid[DW_ind, radiusInd]; // index = 37 corresponds to DW dist = 5.7 (i.e. 2 + 0.1 * 37 = 5.7)
                    }
                    Vel_Def_Rad[20] = 0;
                    double[] Coeffs = WakeModList.CalcWakeProfileFit(Vel_Def_Rad, R_RD);
                    These_Coeffs[Ind_Count].freeStream = i;
                    These_Coeffs[Ind_Count].X_LengthRD = DW_RD;

                    These_Coeffs[Ind_Count].linRegInt = Coeffs[0];
                    These_Coeffs[Ind_Count].linCoeff4 = Coeffs[1];
                    These_Coeffs[Ind_Count].linCoeff3 = Coeffs[2];
                    These_Coeffs[Ind_Count].linCoeff2 = Coeffs[3];
                    These_Coeffs[Ind_Count].linCoeff1 = Coeffs[4];
                    Ind_Count++;
                }
            }
            turbineList.AddTurbine("Target Site", 280050, 4552500, 1);
            turbineList.AddTurbine("UW Site", 280000, 4553000, 1);
            Continuum thisInst = new Continuum("");

            thisInst.turbineList         = turbineList;
            thisInst.metList.WS_FirstInt = 0.5;
            thisInst.metList.WS_IntSize  = 1;
            thisInst.metList.numWS       = 30;
            thisInst.metList.AddMetTAB("dummy", 0, 0, 0, windRose, sectorWS, 0.5, 1, thisInst);

            // Need to define exceed model
            thisInst.turbineList.exceed = new Exceedance();
            thisInst.turbineList.exceed.compositeLoss          = new Exceedance.Monte_Carlo();
            thisInst.turbineList.exceed.compositeLoss.pVals1yr = new double[100];

            for (int i = 0; i < 100; i++)
            {
                thisInst.turbineList.exceed.compositeLoss.pVals1yr[i] = 1.0;
            }

            WakeCollection.WakeCalcResults WakeResults = WakeModList.CalcWakeLosses(These_Coeffs, 280050, 4552500, sectorWS, 4130, Sect_AEP, thisInst, WakeModList.wakeModels[0], windRose);

            Assert.AreEqual(WakeResults.sectorNetEnergy[0], 79.1604, 0.1, "Wrong net AEP");
            Assert.AreEqual(WakeResults.sectorWakedWS[0], 4.2851, 0.1, "Wrong waked wind speed");
            Assert.AreEqual(WakeResults.sectorWakeLoss[0], 0.2278, 0.1, "Wrong wake loss");
        }
Example #2
0
        public void CalcWakeProfileFit_Test()
        {
            WakeCollection WakeModList = new WakeCollection();

            // Test 1
            string       velDefFile = testingFolder + "\\CalcWakeProfileFit\\Vel Deficit Test 1.csv";
            StreamReader srVelDef   = new StreamReader(velDefFile);

            double[] Vel_Def = new double[21];
            double[] R_RD    = new double[21];

            for (int i = 0; i < 21; i++)
            {
                string   thisData   = srVelDef.ReadLine();
                string[] parsedData = thisData.Split(',');
                Vel_Def[i] = Convert.ToSingle(parsedData[0]);
                R_RD[i]    = Convert.ToSingle(parsedData[1]);
            }

            srVelDef.Close();

            string       calcCoeffs = testingFolder + "\\CalcWakeProfileFit\\Wake Profile Coeffs.csv";
            StreamReader srCoeffs   = new StreamReader(calcCoeffs);
            string       strCoeffs  = srCoeffs.ReadLine();

            string[] strCoeffsParse = strCoeffs.Split(',');

            double[] coeffs = WakeModList.CalcWakeProfileFit(Vel_Def, R_RD);

            for (int i = 0; i < 5; i++)
            {
                Assert.AreEqual(coeffs[i], Convert.ToSingle(strCoeffsParse[i]), 0.001, "Test 1 Wrong Coeff " + i);
            }

            // Test 2
            velDefFile = testingFolder + "\\CalcWakeProfileFit\\Vel Deficit Test 2.csv";
            srVelDef   = new StreamReader(velDefFile);

            Vel_Def = new double[21];
            R_RD    = new double[21];

            for (int i = 0; i < 21; i++)
            {
                string   thisData   = srVelDef.ReadLine();
                string[] parsedData = thisData.Split(',');
                Vel_Def[i] = Convert.ToSingle(parsedData[0]);
                R_RD[i]    = Convert.ToSingle(parsedData[1]);
            }

            srVelDef.Close();

            strCoeffs      = srCoeffs.ReadLine();
            strCoeffsParse = strCoeffs.Split(',');

            coeffs = WakeModList.CalcWakeProfileFit(Vel_Def, R_RD);

            for (int i = 0; i < 5; i++)
            {
                Assert.AreEqual(coeffs[i], Convert.ToSingle(strCoeffsParse[i]), 0.001, "Test 2 Wrong Coeff " + i);
            }

            srCoeffs.Close();
        }