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2a520be33b
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dev-Rene
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7c8722b324 | ||
| 442ddc60ed |
16
reactor.html
16
reactor.html
@@ -1,9 +1,19 @@
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<!--
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| S88-niveau | Primair (blokkleur) | Tekstkleur |
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| ---------------------- | ------------------- | ---------- |
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| **Area** | `#0f52a5` | wit |
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| **Process Cell** | `#0c99d9` | wit |
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| **Unit** | `#50a8d9` | zwart |
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| **Equipment (Module)** | `#86bbdd` | zwart |
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| **Control Module** | `#a9daee` | zwart |
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-->
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<script src="/reactor/menu.js"></script>
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<script type="text/javascript">
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RED.nodes.registerType("reactor", {
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category: "WWTP",
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color: "#c4cce0",
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category: "EVOLV",
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color: "#50a8d9",
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defaults: {
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name: { value: "" },
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reactor_type: { value: "CSTR", required: true },
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@@ -39,7 +49,7 @@
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outputs: 3,
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inputLabels: ["input"],
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outputLabels: ["process", "dbase", "parent"],
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icon: "font-awesome/fa-recycle",
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icon: "font-awesome/fa-flask",
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label: function() {
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return this.name || "Reactor";
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},
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@@ -12,7 +12,6 @@ const math = create(all, mathConfig);
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const S_O_INDEX = 0;
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const NUM_SPECIES = 13;
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const BC_PADDING = 2;
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const DEBUG = false;
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class Reactor {
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@@ -28,10 +27,6 @@ class Reactor {
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this.measurements = new MeasurementContainer();
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this.upstreamReactor = null;
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this.childRegistrationUtils = new childRegistrationUtils(this); // Child registration utility
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this.parent = []; // Gets assigned via child registration
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this.upstreamReactor = null;
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this.downstreamReactor = null;
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this.asm = new ASM3();
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@@ -46,7 +41,7 @@ class Reactor {
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this.currentTime = Date.now(); // milliseconds since epoch [ms]
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this.timeStep = 1 / (24*60*60) * this.config.timeStep; // time step in seconds, converted to days.
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this.speedUpFactor = 100; // speed up factor for simulation, 60 means 1 minute per simulated second
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this.speedUpFactor = 60; // speed up factor for simulation, 60 means 1 minute per simulated second
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}
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/**
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@@ -118,18 +113,24 @@ class Reactor {
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}
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}
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_connectMeasurement(measurementChild) {
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if (!measurementChild) {
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_connectMeasurement(measurement) {
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if (!measurement) {
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this.logger.warn("Invalid measurement provided.");
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return;
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}
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const position = measurementChild.config.functionality.positionVsParent;
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const measurementType = measurementChild.config.asset.type;
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let position;
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if (measurement.config.functionality.distance !== 'undefined') {
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position = measurement.config.functionality.distance;
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} else {
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position = measurement.config.functionality.positionVsParent;
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}
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const measurementType = measurement.config.asset.type;
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const key = `${measurementType}_${position}`;
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const eventName = `${measurementType}.measured.${position}`;
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// Register event listener for measurement updates
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measurementChild.measurements.emitter.on(eventName, (eventData) => {
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measurement.measurements.emitter.on(eventName, (eventData) => {
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this.logger.debug(`${position} ${measurementType} from ${eventData.childName}: ${eventData.value} ${eventData.unit}`);
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// Store directly in parent's measurement container
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@@ -144,16 +145,15 @@ class Reactor {
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}
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_connectReactor(reactorChild) {
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if (!reactorChild) {
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_connectReactor(reactor) {
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if (!reactor) {
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this.logger.warn("Invalid reactor provided.");
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return;
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}
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this.upstreamReactor = reactorChild;
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reactorChild.downstreamReactor = this;
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this.upstreamReactor = reactor;
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reactorChild.emitter.on("stateChange", (data) => {
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reactor.emitter.on("stateChange", (data) => {
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this.logger.debug(`State change of upstream reactor detected.`);
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this.updateState(data);
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});
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@@ -246,15 +246,11 @@ class Reactor_PFR extends Reactor {
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this.alpha = config.alpha;
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this.state = Array.from(Array(this.n_x), () => config.initialState.slice());
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this.extendedState = Array.from(Array(this.n_x + 2*BC_PADDING), () => new Array(NUM_SPECIES).fill(0));
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// initialise extended state
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this.state.forEach((row, i) => this.extendedState[i+BC_PADDING] = row);
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this.state = Array.from(Array(this.n_x), () => config.initialState.slice())
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this.D = 0.0; // axial dispersion [m2 d-1]
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this.D_op = this._makeDoperator();
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this.D_op = this._makeDoperator(true, true);
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assertNoNaN(this.D_op, "Derivative operator");
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this.D2_op = this._makeD2operator();
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@@ -292,26 +288,25 @@ class Reactor_PFR extends Reactor {
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* @returns {Array} - New reactor state.
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*/
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tick(time_step) {
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this._applyBoundaryConditions();
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const dispersion = math.multiply(this.D / (this.d_x*this.d_x), this.D2_op, this.extendedState);
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const advection = math.multiply(-1 * math.sum(this.Fs) / (this.A*this.d_x), this.D_op, this.extendedState);
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const reaction = this.extendedState.map((state_slice) => this.asm.compute_dC(state_slice, this.temperature));
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const transfer = Array.from(Array(this.n_x+2*BC_PADDING), () => new Array(NUM_SPECIES).fill(0));
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const dispersion = math.multiply(this.D / (this.d_x*this.d_x), this.D2_op, this.state);
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const advection = math.multiply(-1 * math.sum(this.Fs) / (this.A*this.d_x), this.D_op, this.state);
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const reaction = this.state.map((state_slice) => this.asm.compute_dC(state_slice, this.temperature));
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const transfer = Array.from(Array(this.n_x), () => new Array(NUM_SPECIES).fill(0));
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if (isNaN(this.kla)) { // calculate OTR if kla is not NaN, otherwise use externally calculated OTR
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for (let i = BC_PADDING+1; i < BC_PADDING+this.n_x - 1; i++) {
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for (let i = 1; i < this.n_x - 1; i++) {
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transfer[i][S_O_INDEX] = this.OTR * this.n_x/(this.n_x-2);
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}
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} else {
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for (let i = BC_PADDING+1; i < BC_PADDING+this.n_x - 1; i++) {
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transfer[i][S_O_INDEX] = this._calcOTR(this.extendedState[i][S_O_INDEX], this.temperature) * this.n_x/(this.n_x-2);
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for (let i = 1; i < this.n_x - 1; i++) {
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transfer[i][S_O_INDEX] = this._calcOTR(this.state[i][S_O_INDEX], this.temperature) * this.n_x/(this.n_x-2);
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}
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}
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const dC_total = math.multiply(math.add(dispersion, advection, reaction, transfer).slice(BC_PADDING, this.n_x+BC_PADDING), time_step);
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const dC_total = math.multiply(math.add(dispersion, advection, reaction, transfer), time_step);
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const stateNew = math.add(this.state, dC_total);
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this._applyBoundaryConditions(stateNew);
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if (DEBUG) {
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assertNoNaN(dispersion, "dispersion");
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@@ -322,14 +317,13 @@ class Reactor_PFR extends Reactor {
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}
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this.state = this._arrayClip2Zero(stateNew);
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this.state.forEach((row, i) => this.extendedState[i+BC_PADDING] = row);
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return stateNew;
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}
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_updateMeasurement(measurementType, value, position, context) {
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switch(measurementType) {
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case "quantity (oxygen)":
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let grid_pos = Math.round(context.distance / this.config.length * this.n_x);
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let grid_pos = Math.round(position / this.config.length * this.n_x);
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this.state[grid_pos][S_O_INDEX] = value; // naive approach for reconciling measurements and simulation
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break;
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default:
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@@ -341,51 +335,57 @@ class Reactor_PFR extends Reactor {
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* Apply boundary conditions to the reactor state.
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* for inlet, apply generalised Danckwerts BC, if there is not flow, apply Neumann BC with no flux
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* for outlet, apply regular Danckwerts BC (Neumann BC with no flux)
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* @param {Array} state - Current reactor state without enforced BCs.
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*/
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_applyBoundaryConditions() {
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if (this.upstreamReactor) {
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for (let i = 0; i < BC_PADDING; i++) {
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this.extendedState[i] = this.upstreamReactor.state.at(i-BC_PADDING);
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}
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_applyBoundaryConditions(state) {
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if (math.sum(this.Fs) > 0) { // Danckwerts BC
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const BC_C_in = math.multiply(1 / math.sum(this.Fs), [this.Fs], this.Cs_in)[0];
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const BC_dispersion_term = (1-this.alpha)*this.D*this.A/(math.sum(this.Fs)*this.d_x);
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state[0] = math.multiply(1/(1+BC_dispersion_term), math.add(BC_C_in, math.multiply(BC_dispersion_term, state[1])));
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} else {
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if (math.sum(this.Fs) > 0) { // Danckwerts BC
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const BC_C_in = math.multiply(1 / math.sum(this.Fs), [this.Fs], this.Cs_in)[0];
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const BC_dispersion_term = (1-this.alpha)*this.D*this.A/(math.sum(this.Fs)*this.d_x);
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this.extendedState[BC_PADDING] = math.multiply(1/(1+BC_dispersion_term), math.add(BC_C_in, math.multiply(BC_dispersion_term, this.extendedState[BC_PADDING+1])));
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this.extendedState[BC_PADDING-1] = math.add(math.multiply(2, this.extendedState[BC_PADDING]), math.multiply(-2, this.extendedState[BC_PADDING+2]), this.extendedState[BC_PADDING+3]);
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} else {
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for (let i = 0; i < BC_PADDING; i++) {
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this.extendedState[i] = this.extendedState[BC_PADDING];
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}
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}
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}
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if (this.downstreamReactor) {
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for (let i = 0; i < BC_PADDING; i++) {
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this.extendedState[this.n_x+BC_PADDING+i] = this.downstreamReactor.state[i];
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}
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} else {
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// Neumann BC (no flux)
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for (let i = 0; i < BC_PADDING; i++) {
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this.extendedState[BC_PADDING+this.n_x+i] = this.extendedState.at(-1-BC_PADDING);
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}
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state[0] = state[1];
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}
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// Neumann BC (no flux)
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state[this.n_x-1] = state[this.n_x-2];
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}
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/**
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* Create finite difference first derivative operator.
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* @param {boolean} central - Use central difference scheme if true, otherwise use upwind scheme.
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* @param {boolean} higher_order - Use higher order scheme if true, otherwise use first order scheme.
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* @returns {Array} - First derivative operator matrix.
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*/
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_makeDoperator() { // create gradient operator
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const D_size = this.n_x+2*BC_PADDING;
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const I = math.resize(math.diag(Array(D_size).fill(1/12), -2), [D_size, D_size]);
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const A = math.resize(math.diag(Array(D_size).fill(-2/3), -1), [D_size, D_size]);
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const B = math.resize(math.diag(Array(D_size).fill(2/3), 1), [D_size, D_size]);
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const C = math.resize(math.diag(Array(D_size).fill(-1/12), 2), [D_size, D_size]);
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const D = math.add(I, A, B, C);
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// set by BCs elsewhere
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D.forEach((row, i) => i < BC_PADDING || i >= this.n_x+BC_PADDING ? row.fill(0) : row);
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return D;
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_makeDoperator(central = false, higher_order = false) { // create gradient operator
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if (higher_order) {
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if (central) {
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const I = math.resize(math.diag(Array(this.n_x).fill(1/12), -2), [this.n_x, this.n_x]);
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const A = math.resize(math.diag(Array(this.n_x).fill(-2/3), -1), [this.n_x, this.n_x]);
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const B = math.resize(math.diag(Array(this.n_x).fill(2/3), 1), [this.n_x, this.n_x]);
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const C = math.resize(math.diag(Array(this.n_x).fill(-1/12), 2), [this.n_x, this.n_x]);
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const D = math.add(I, A, B, C);
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const NearBoundary = Array(this.n_x).fill(0.0);
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NearBoundary[0] = -1/4;
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NearBoundary[1] = -5/6;
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NearBoundary[2] = 3/2;
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NearBoundary[3] = -1/2;
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NearBoundary[4] = 1/12;
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D[1] = NearBoundary;
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NearBoundary.reverse();
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D[this.n_x-2] = math.multiply(-1, NearBoundary);
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D[0] = Array(this.n_x).fill(0); // set by BCs elsewhere
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D[this.n_x-1] = Array(this.n_x).fill(0);
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return D;
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} else {
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throw new Error("Upwind higher order method not implemented! Use central scheme instead.");
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}
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} else {
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const I = math.resize(math.diag(Array(this.n_x).fill(1 / (1+central)), central), [this.n_x, this.n_x]);
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const A = math.resize(math.diag(Array(this.n_x).fill(-1 / (1+central)), -1), [this.n_x, this.n_x]);
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const D = math.add(I, A);
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D[0] = Array(this.n_x).fill(0); // set by BCs elsewhere
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D[this.n_x-1] = Array(this.n_x).fill(0);
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return D;
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}
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}
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/**
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@@ -393,13 +393,12 @@ class Reactor_PFR extends Reactor {
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* @returns {Array} - Second derivative operator matrix.
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*/
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_makeD2operator() { // create the central second derivative operator
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const D_size = this.n_x+2*BC_PADDING;
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const I = math.diag(Array(D_size).fill(-2), 0);
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const A = math.resize(math.diag(Array(D_size).fill(1), 1), [D_size, D_size]);
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const B = math.resize(math.diag(Array(D_size).fill(1), -1), [D_size, D_size]);
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const I = math.diag(Array(this.n_x).fill(-2), 0);
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const A = math.resize(math.diag(Array(this.n_x).fill(1), 1), [this.n_x, this.n_x]);
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const B = math.resize(math.diag(Array(this.n_x).fill(1), -1), [this.n_x, this.n_x]);
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const D2 = math.add(I, A, B);
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// set by BCs elsewhere
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D2.forEach((row, i) => i < BC_PADDING || i >= this.n_x+BC_PADDING ? row.fill(0) : row);
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D2[0] = Array(this.n_x).fill(0); // set by BCs elsewhere
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D2[this.n_x - 1] = Array(this.n_x).fill(0);
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return D2;
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}
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}
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Reference in New Issue
Block a user