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Commit a2247488 authored by Matthias Betz's avatar Matthias Betz
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add tree water demand

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tree-water-demand/.gitignore 0 → 100644
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tree-water-demand/Wuerzburg-hour-Meteonorm8.csv 0 → 100644
View file @ a2247488
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tree-water-demand/pom.xml 0 → 100644
View file @ a2247488
<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 https://maven.apache.org/xsd/maven-4.0.0.xsd">
<modelVersion>4.0.0</modelVersion>
<groupId>de.hft.stuttgart</groupId>
<artifactId>tree-water-demand</artifactId>
<version>0.0.1-SNAPSHOT</version>
<properties>
<project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
<maven.compiler.source>17</maven.compiler.source>
<maven.compiler.target>17</maven.compiler.target>
</properties>
<dependencies>
<!-- https://mvnrepository.com/artifact/com.opencsv/opencsv -->
<dependency>
<groupId>com.opencsv</groupId>
<artifactId>opencsv</artifactId>
<version>5.7.1</version>
</dependency>
</dependencies>
</project>
\ No newline at end of file
tree-water-demand/src/main/java/de/hft/stuttgart/water/TreeWaterDemand.java 0 → 100644
View file @ a2247488
package de.hft.stuttgart.water;
import java.io.IOException;
import java.nio.file.Files;
import java.nio.file.Path;
import java.nio.file.Paths;
import java.time.Duration;
import java.time.LocalDateTime;
import java.time.Month;
import java.util.ArrayList;
import java.util.List;
import java.util.stream.Collectors;
import com.opencsv.CSVReader;
import com.opencsv.exceptions.CsvException;
public class TreeWaterDemand {
/**
* Rs/Rso für Nacht = 0.5
* @param args
* @throws IOException
* @throws CsvException
*/
public static void main(String[] args) throws IOException, CsvException {
List<String[]> csvValues;
Path csvPath = Paths.get("Wuerzburg-hour-Meteonorm8.csv");
try (CSVReader csvReader = new CSVReader(Files.newBufferedReader(csvPath))) {
csvValues = csvReader.readAll();
}
int tempIndex = -1;
int irrIndex = -1;
int humidityIndex = -1;
int windSpeedIndex = -1;
String[] header = csvValues.get(1);
for (int i = 0; i < header.length; i++) {
if (header[i].startsWith("GHI (W/m^2)")) {
irrIndex = i;
} else if (header[i].startsWith("Dry-bulb (C)")) {
tempIndex = i;
} else if (header[i].startsWith("RHum (%)")) {
humidityIndex = i;
} else if (header[i].startsWith("Wspd (m/s)")) {
windSpeedIndex = i;
}
}
double longitude = 9.933333;
// germany = 345
double lz = 345;
// Würzburg =
double lm = 360 - longitude;
double height = 177;
double svf = 1;
double advection = 1.6;
double tr = 0.9;
LocalDateTime startOfYear = LocalDateTime.of(2005, 1, 1, 0, 0);
LocalDateTime start = LocalDateTime.of(2005, 1, 1, 0, 0);
LocalDateTime end = LocalDateTime.of(2006, 1, 1, 0, 0);
// LocalDateTime start = LocalDateTime.of(2005, 4, 1, 0, 0);
// LocalDateTime end = LocalDateTime.of(2005, 10, 1, 0, 0);
List<Double> et0us = new ArrayList<>();
List<Double> et0s = new ArrayList<>();
List<Double> demands = new ArrayList<>();
List<Double> rain = new ArrayList<>();
LocalDateTime counter = start;
System.out.println("Date,ETIa (L/m²/d),ET0 (L/m²/d)");
int startHours = (int) Duration.between(startOfYear, start).toHours();
int hours = (int) Duration.between(start, end).toHours();
for (int i = startHours; i < startHours + hours; i++) {
String[] row = csvValues.get(i + 2);
double temp = Double.parseDouble(row[tempIndex]);
double humidity = Double.parseDouble(row[humidityIndex]);
double incomingRadiation = Double.parseDouble(row[irrIndex]);
// convert to MJ/h - 1 W = 0.0036 MJ/h
incomingRadiation *= 0.0036;
double windSpeed = Double.parseDouble(row[windSpeedIndex]);
double saturationVaporPressure = e0(temp);
double actualVaporPressure = ea(saturationVaporPressure, humidity);
int dayOfYear = counter.getDayOfYear();
double hourOfDay = counter.getHour() + 0.5;
double et0 = et0(temp, actualVaporPressure, incomingRadiation, height, windSpeed, humidity, dayOfYear,
hourOfDay, lz, lm);
double et0u = et0u(svf, advection, et0);
et0s.add(et0);
// System.out.println("et0: " + et0);
// System.out.println("etia: " + etia);
et0us.add(et0u);
counter = counter.plusHours(1);
}
// System.out.println(rain.stream().collect(Collectors.summarizingDouble(Double::doubleValue)));
Double et0Sum = et0s.stream().collect(Collectors.summingDouble(Double::doubleValue));
System.out.println("Summe aller ET0: " + et0Sum);
Double et0uSum = et0us.stream().collect(Collectors.summingDouble(Double::doubleValue));
System.out.println("Summe aller ET0u: " + et0uSum);
double et0uFactor = (0.865 * Math.log10(1 / et0uSum) + 3.36);
for (double et0u : et0us) {
double etia = 0;
if (et0u > 0) {
etia = etia(tr, et0u, et0uFactor);
}
demands.add(etia);
}
System.out.println("Summe aller ETIa: " + demands.stream().collect(Collectors.summingDouble(Double::doubleValue)));
// printHourly(start, et0s, demands);
// printDaily(start, et0s, demands);
// test();
}
private static void printHourly(LocalDateTime start, List<Double> et0s, List<Double> demands) {
LocalDateTime date = start;
for (int i = 0; i < demands.size(); i++) {
System.out.println(date + "," + demands.get(i) + "," + et0s.get(i));
date = date.plusHours(1);
}
}
private static void printDaily(LocalDateTime start, List<Double> et0s, List<Double> demands) {
LocalDateTime date = start;
for (int i = 0; i < demands.size(); i = i + 24) {
double demandSum = 0;
double et0Sum = 0;
for (int j = i; j < i + 24; j++) {
demandSum += demands.get(j);
et0Sum += et0s.get(j);
}
System.out.println(date + "," + demandSum + "," + et0Sum);
date = date.plusHours(24);
}
}
private static void test() {
double lz = 15;
double lm = 16.25;
double height = 8;
double temp = 38;
double humidity = 52;
double windSpeed = 3.3;
double incomingRadiation = 2.45;
double saturationVaporPressure = e0(temp);
double actualVaporPressure = ea(saturationVaporPressure, humidity);
int dayOfYear = 274;
double hourOfDay = 14 + 0.5;
double et0 = et0(temp, actualVaporPressure, incomingRadiation, height, windSpeed, humidity, dayOfYear,
hourOfDay, lz, lm);
System.out.println(et0);
}
private static double etia(double tr, double et0u, double et0uFactor) {
// return 1 * 1.6 * et0u;
return tr * 1.25 * et0u * et0uFactor;
// return tr * (1.61 * Math.log10(800) - 3.39) * et0u * (0.865 * Math.log10(1 / et0u) + 3.36);
}
private static double et0u(double svf, double advection, double et0) {
return svf * advection * et0;
}
private static double et0(double temperature, double actualVaporPressure, double shortWaveRadiation, double height,
double windSpeed, double humidity, int dayOfYear, double hourOfDay, double lz, double lm) {
double nominalRadiation = rn(temperature, actualVaporPressure, shortWaveRadiation, height, dayOfYear, hourOfDay,
lz, lm);
double gamma = gamma(height);
double saturationVaporPressure = e0(temperature);
double delta = delta(temperature, saturationVaporPressure);
double g = g(nominalRadiation, shortWaveRadiation > 0);
double n = 0.408 * delta * (nominalRadiation - g)
+ gamma * (37 / (temperature + 273)) * windSpeed * (saturationVaporPressure - actualVaporPressure);
return n / (delta + gamma * (1 + 0.34 * windSpeed));
}
private static double ea(double saturationVaporPressure, double humidity) {
return saturationVaporPressure * humidity / 100;
}
private static double e0(double temperature) {
return 0.6108 * Math.exp((17.27 * temperature) / (temperature + 237.3));
}
private static double gamma(double height) {
double pressure = 101.3 * Math.pow((293 - 0.0065 * height) / 293, 5.26);
return 0.665 * 0.001 * pressure;
}
private static double g(double nominalRadiation, boolean daylight) {
if (daylight) {
return 0.1 * nominalRadiation;
} else {
return 0.5 * nominalRadiation;
}
}
private static double rn(double temperature, double actualVaporPressure, double shortWaveRadiation, double height,
int dayOfYear, double hourOfDay, double lz, double lm) {
// 1 - 0.23: albedo effect of grass
return (1 - 0.23) * shortWaveRadiation
- rnl(temperature, actualVaporPressure, shortWaveRadiation, height, dayOfYear, hourOfDay, lz, lm);
}
private static double rnl(double temperature, double actualVaporPressure, double shortWaveRadiation, double height,
int dayOfYear, double hourOfDay, double lz, double lm) {
// divide by 24 for hourly
double sigma = 4.903E-9 / 24;
double rs = shortWaveRadiation;
double dr = 1 + 0.033 * Math.cos(2 * Math.PI * dayOfYear / 365d);
double b = (2 * Math.PI * (dayOfYear - 81)) / 364;
double sc = 0.1645 * Math.sin(2 * b) - 0.1255 * Math.cos(b) - 0.025 * Math.sin(b);
double omega = Math.PI / 12 * ((hourOfDay + 0.06667 * (lz - lm) + sc) - 12);
double phi = lm * Math.PI / 180;
double delta = 0.409 * Math.sin(2 * Math.PI / 365 * dayOfYear - 1.39);
double omegas = Math.acos(-Math.tan(phi) * Math.tan(delta));
double ra = 0;
if (!(omega < -omegas || omega > omegas)) {
double omega1 = omega - Math.PI * 1 / 24;
double omega2 = omega + Math.PI * 1 / 24;
ra = 12 * 60 / Math.PI * 0.0820 * dr * ((omega2 - omega1) * Math.sin(phi) * Math.sin(delta)
+ Math.cos(phi) * Math.cos(delta) * (Math.sin(omega2) - Math.sin(omega1)));
}
double rso = (0.75 + 2 * 10E-5 * height) * ra;
double rsRsoQuotient = 0.5;
if (rso != 0) {
rsRsoQuotient = rs / rso;
}
if (rsRsoQuotient > 1) {
rsRsoQuotient = 1;
}
return sigma * Math.pow(temperature + 273.16, 4) * (0.34 - 0.14 * Math.sqrt(actualVaporPressure))
* (1.35 * rsRsoQuotient - 0.35);
}
private static double delta(double temperatur, double e0) {
return (4098 * e0) / Math.pow(temperatur + 237.3, 2);
}
}
tree-water-demand/values.csv 0 → 100644
View file @ a2247488
Date,ETIa (L/m²/d),ET0 (L/m²/d)
2005-01-01T00:00,11.094183793711135,1.6063527876803714
2005-01-02T00:00,5.740617886913176,0.7339926412967942
2005-01-03T00:00,7.446046342763219,1.034039167880167
2005-01-04T00:00,5.461423070254441,0.7548579968425678
2005-01-05T00:00,4.354308004567621,0.5392060495891764
2005-01-06T00:00,9.035396721845602,1.262782985817202
2005-01-07T00:00,5.226019068557849,0.6845365370777807
2005-01-08T00:00,3.7421912068674663,0.45650109840829367
2005-01-09T00:00,3.1747619161002687,0.3976158713093819
2005-01-10T00:00,3.525436151237093,0.43310417965215653
2005-01-11T00:00,8.721724889446213,1.231838067006151
2005-01-12T00:00,3.2115628373191094,0.3990116020175468
2005-01-13T00:00,4.319190796703187,0.5509286872797758
2005-01-14T00:00,2.9951889630325557,0.3481952873860645
2005-01-15T00:00,3.307161568500344,0.38915263763849384
2005-01-16T00:00,3.62234775655494,0.4299157339565242
2005-01-17T00:00,6.580519619762721,0.892328168074932
2005-01-18T00:00,8.563891596904938,1.218463168444897
2005-01-19T00:00,8.647010441266833,1.1930712819080214
2005-01-20T00:00,2.9478770796243685,0.34538845854635764
2005-01-21T00:00,5.495423678405567,0.7347801452050483
2005-01-22T00:00,4.396341444694536,0.5410330274742334
2005-01-23T00:00,3.9263902687789427,0.5054952152258481
2005-01-24T00:00,4.888302359289456,0.6586329311394884
2005-01-25T00:00,4.154973800130713,0.5454199323560002
2005-01-26T00:00,9.712041541212,1.4594578704516712
2005-01-27T00:00,4.727158110479986,0.5902824051257192
2005-01-28T00:00,9.59232933666205,1.400230400124579
2005-01-29T00:00,6.9087825703079915,0.9104754014090137
2005-01-30T00:00,4.823334558571047,0.6272539201929576
2005-01-31T00:00,7.394280569712758,1.0068069567323703
2005-02-01T00:00,7.049364522962153,0.9364629878591609
2005-02-02T00:00,7.894996187079501,1.0899162655877386
2005-02-03T00:00,4.269088513666914,0.5333028488667865
2005-02-04T00:00,2.960103242127625,0.3443981807419725
2005-02-05T00:00,9.011188459474997,1.289261556623319
2005-02-06T00:00,6.482330919399702,0.877843735113097
2005-02-07T00:00,8.77263746950087,1.3125188760668696
2005-02-08T00:00,8.362139361136432,1.1647089623716191
2005-02-09T00:00,4.82253368072694,0.6145839690047459
2005-02-10T00:00,3.7844500966148167,0.45799543629904055
2005-02-11T00:00,10.510590823422909,1.5393615804334673
2005-02-12T00:00,7.858082851714195,1.0616993566916604
2005-02-13T00:00,13.260086676071023,2.0499956911406305
2005-02-14T00:00,4.13645454889595,0.5052585104661754
2005-02-15T00:00,6.191596720828024,0.8376709187434714
2005-02-16T00:00,10.975364258189053,1.5846442859264016
2005-02-17T00:00,13.944033295828365,2.1522895261919284
2005-02-18T00:00,7.991455662051006,1.1337708629512282
2005-02-19T00:00,7.362995129743997,1.0167854512083696
2005-02-20T00:00,6.549980167922568,0.8779095487833379
2005-02-21T00:00,14.144661412658698,2.2383682968565255
2005-02-22T00:00,14.291089057358452,2.256315209457054
2005-02-23T00:00,9.25932272007608,1.4253511164607486
2005-02-24T00:00,13.086379527648806,2.091022839825805
2005-02-25T00:00,12.886058607664205,2.0626765767171986
2005-02-26T00:00,7.656785001751532,1.1352490173736514
2005-02-27T00:00,5.813814186756783,0.7801393068204717
2005-02-28T00:00,8.774726124875324,1.2348946004093004
2005-03-01T00:00,9.307133893106133,1.4098412783409984
2005-03-02T00:00,10.789280847888039,1.630993806659419
2005-03-03T00:00,7.260988641358581,0.9709423720699559
2005-03-04T00:00,5.745525141568354,0.7525959657457384
2005-03-05T00:00,6.878974941501302,0.9689912044824847
2005-03-06T00:00,6.664077004578186,0.8912264074439356
2005-03-07T00:00,8.029555716972713,1.1378442043435344
2005-03-08T00:00,9.152212301189044,1.3222984802249207
2005-03-09T00:00,11.42863712889518,1.7028683084221914
2005-03-10T00:00,7.637860817715652,1.0913986451227604
2005-03-11T00:00,4.0951008584039625,0.49950419352793884
2005-03-12T00:00,7.341085889612005,1.0676875941239623
2005-03-13T00:00,12.21158553076863,1.8935538554206444
2005-03-14T00:00,12.446134767695721,1.91079215339082
2005-03-15T00:00,15.701357066231697,2.5352656611798547
2005-03-16T00:00,17.49820733222616,2.8746660737984278
2005-03-17T00:00,18.186265913567382,3.1503112423560977
2005-03-18T00:00,7.642319069769475,1.0969160434838159
2005-03-19T00:00,11.336379729591746,1.8103400511032273
2005-03-20T00:00,9.404328839503755,1.3779084222249547
2005-03-21T00:00,12.009372338598759,1.864518007061953
2005-03-22T00:00,17.754232119373135,2.9882887687206106
2005-03-23T00:00,16.01754662255464,2.6649179999998616
2005-03-24T00:00,13.266013069562447,2.102610201746628
2005-03-25T00:00,17.869032955579534,3.0402915872567564
2005-03-26T00:00,13.937970726290207,2.151188096766195
2005-03-27T00:00,14.947473338793793,2.3619546200562502
2005-03-28T00:00,22.376866786800722,3.9534494033219403
2005-03-29T00:00,18.34725305248348,3.0281404962644745
2005-03-30T00:00,23.562726192835775,4.01914035442677
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2005-12-24T00:00,4.412453746817477,0.5901068674531438
2005-12-25T00:00,2.3662618731232246,0.27813472589480487
2005-12-26T00:00,1.892932074841435,0.20054801767887617
2005-12-27T00:00,3.77981784591456,0.4565104964928933
2005-12-28T00:00,2.6360528930305165,0.30818950262181644
2005-12-29T00:00,4.0878871006579445,0.5105709867059998
2005-12-30T00:00,6.992596557142858,0.9508608846586075
2005-12-31T00:00,3.18474864489982,0.3673060013572115
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Dies ist die Gitlab-Instanz des Transferportals der Hochschule für Technik Stuttgart. Hier geht es zurück zum Portal