31:T128a,characterization = { const config = { height: 520, width: 960, units: unitSelection.unit, label: `${unitSelection.unit === "IP" ? "kBTU/ft²/yr": "kWh/m²/yr"}` }; const svg = d3.select(DOM.svg(config.width, config.height)); const graph = sankey(sankey_data); const nodeWidth = graph.nodes[0].x1 - graph.nodes[0].x0; const node = svg.selectAll("g") .data(graph.nodes) .enter().append("g") .attr('transform', d => `translate(${d.x0}, ${d.y0})`); node.append("rect") .attr("height", d => d.y1 - d.y0) .attr("width", d => d.x1 - d.x0) .attr("fill", d => color(d.name)) .attr("display", d => d.name === "Nothing" ? "none" : null) .attr("stroke", "#000") .append("title") .html(d => `${d.name}\n${eui(d.value)} ${config.label}`); node.append("text") .style("font", "10px sans-serif") .attr("x", d => d.x0 < config.width / 2 ? 6 + (d.x1 - d.x0) : - 6) .attr("y", d => (d.y1 - d.y0) / 2) .attr("dy", "0.35em") .attr("text-anchor", d => d.x0 < config.width / 2 ? "start" : "end") .attr('font-size', 10) .html(d => d.name); node.append("text") .style("font", "12px sans-serif") .attr("x", d => d.x0 < config.width / 2 ? 6 + (d.x1 - d.x0) : - 6) .attr("y", d => (d.y1 - d.y0) / 2) .attr("dy", d => { // switch(d.name) { // case "Heating Load": // return "-1.25em"; // default: // return "1.85em"; // } return "1.8em"; }) .attr("text-anchor", d => d.x0 < config.width / 2 ? "start" : "end") .style("font-weight", "bold") .html(d => { switch(d.name) { case "Natural Gas": return `EUI: ${_.round(eui(d.value), 0)} ${config.label}`; case "Electricity_": return `EUI: ${_.round(eui(d.value), 0)} ${config.label}`; // case "Heating Load": // let source = d.targetLinks.filter(dd => dd.source.name === "Heating System"); // return `Heating TEDI: ${_.round(eui(source[0].value), 0)} ${config.label}`; default: return ""; } }); node.attr('cursor', 'move') .call(d3.drag() .on('start', dragStart) .on('drag', dragMove) .on('end', dragEnd)); const link = svg.append("g") .attr("fill", "none") .attr("stroke-opacity", 0.5) .selectAll("g") .data(graph.links) .enter().append("g") .style("mix-blend-mode", "multiply") .attr("id", d => d.source.name.replace(" ", "_") + "_" + d.target.name.replace(" ", "_")); //apply gradients based on input and output const gradient = link.append("linearGradient") .attr("id", d => (d.uid = DOM.uid("link")).id) .attr("gradientUnits", "userSpaceOnUse") .attr("x1", d => d.source.x1) .attr("x2", d => d.target.x0); gradient.append("stop") .attr("offset", "0%") .attr("stop-color", d => color(d.source.name)); gradient.append("stop") .attr("offset", "100%") .attr("stop-color", d => color(d.target.name)); link.append("path") .attr("class", "link") .attr("d", d3.sankeyLinkHorizontal()) .attr("stroke", d => d.uid) .attr("display", d=> d.target.name === "Nothing" ? "none": null) .attr("opacity", d => d.value < 0.02 ? 0 : 1) .attr("stroke-width", d => Math.max(1, d.width)); //link.append("title") //.html(d => `${d.source.name} → ${d.target.name}\n${eui(d.value)} ${config.label}`); function dragStart (d) { if (!d.__x) d.__x = d3.event.x; if (!d.__y) d.__y = d3.event.y; if (!d.__x0) d.__x0 = d.x0; if (!d.__y0) d.__y0 = d.y0; if (!d.__x1) d.__x1 = d.x1; if (!d.__y1) d.__y1 = d.y1; } function dragMove(d) { d3.select(this) .attr('transform', function (d) { const dx = d3.event.x - d.__x; const dy = d3.event.y - d.__y; d.x0 = d.__x0 + dx; d.x1 = d.__x1 + dx; d.y0 = d.__y0 + dy; d.y1 = d.__y1 + dy; if (d.x0 < 0) { d.x0 = 0; d.x1 = nodeWidth; } if (d.x1 > config.width) { d.x0 = config.width - nodeWidth; d.x1 = config.width; } if (d.y0 < 0) { d.y0 = 0; d.y1 = d.__y1 - d.__y0; } if (d.y1 > config.height) { d.y0 = config.height - (d.__y1 - d.__y0); d.y1 = config.height; } return `translate(${d.x0}, ${d.y0})`; }); sankey.update(graph); link.selectAll(".link").attr('d', d3.sankeyLinkHorizontal()); } function dragEnd(d) { delete d.__x; delete d.__y; delete d.__x0; delete d.__x1; delete d.__y0; delete d.__y1; } return svg.node(); }32:T2272,sensitivies = { //general setup const config = { width: 960, cell: {height: 250, padding:40}, margin: {top: 60, right:10, bottom: 30, left: 35}, cols: 3, format: { "Window U": { newName: "Window U", convert: d => 1/d, ticks: d => d3.format(".2f")(1/d)}, "SHGC S": { newName: "SHGC"}, }, units: unitSelection.unit, y: euiSwitch.y } let eui_convert; eui_convert = d => (unitSelection.unit === "IP") ? _.round(d * 3.412 * 0.092903, 2) : _.round(d, 2); const tooltip = d3.select("body").append("div") .attr("class", "tooltip") .style("border-radius", "3px") .style("pointer-events", "none") .style("display", "none") .style("position", "absolute") .style("z-index", "1000") .style("padding", "12px") .style("font-weight", "regular") .style("font-family", "Open Sans") .style("font-size", "12px") .style("background", "white") .style("box-shadow", "0 0 10px rgba(0,0,0,.25)") .style("color", "#333333") .style("line-height", "1.6") .style("pointer-events", "none"); const tipContent = (variable, p_value, EUI) => { let val = formatEUI_SI_IP(EUI); if (config.y === "PeakCooling"){ val = `${_.round(EUI, 1)} Tons`; } return `${variable}: ${p_value}
${config.y === "PeakCooling" ? "Tons": config.y}: ${val}`; } //initiate the dictionary of scales for the cross hairs const markers = {}; //handles conversion for each variable in config.format const data = sensitivity_data.map(d => { let dd = d.data; for (const key in config.format) { if ("convert" in config.format[key]) { dd = dd.map(p => ({...p, [key]: config.format[key].convert(p[key])})); } } return {variable: d.variable, data: dd}; }); //find the width of cells by dividing the total width by the number of cols config.cell.width = _.round( (config.width - config.margin.left - config.margin.right - config.cell.padding * (config.cols-1)) / config.cols ); //csize the svg based on the number of rows const svg = d3.select(DOM.svg(config.width, (config.cell.height + config.margin.bottom + config.cell.padding) * _.ceil(data.length / config.cols) + config.margin.top - config.margin.bottom )); //all the y values are the same - could use a map here to get different scales for each small multiple const y = d3.scaleLinear() .domain(d3.extent(data.map(d => d.data.map(p => eui_convert(p[config.y]))).flat())) .range([config.cell.height, 0]).nice(); //create a map for all the x scales const x = new Map( Array.from( data.map(d => d.variable), key => [ key, d3.scaleLinear(d3.extent(data.filter(d => d.variable === key)[0].data.map(d => d[key])), [0, config.cell.width]) ] ) ); //create a group for each chart const chart = svg.selectAll("g") .data(data) .join("g") .attr("transform", (d, i) => { //position the group in its appropriate row and col const h = (i % config.cols) * (config.cell.width + config.cell.padding) + config.margin.left; const v = _.floor(i / config.cols) * (config.cell.height + config.margin.bottom + config.cell.padding) + config.margin.top; return `translate(${h},${v})` }); //run through each group chart.each(function(d, i) { //rename the variable if needed let name = d.variable; if (name in config.format) { if ("newName" in config.format[name]){ name = config.format[name].newName; } } //if there are format specifiers, use them, otherwise just use the default let xa = d3.axisBottom(x.get(d.variable)).ticks(6); if (d.variable in config.format) { if ("ticks" in config.format[d.variable]){ xa.tickFormat(config.format[d.variable].ticks); } } const xAxis = g => g .attr("transform", `translate(0,${config.cell.height})`) .call(xa) .call(g => g.select(".domain").remove()); const yAxis = g => { if (i % config.cols === 0) { g.call(d3.axisLeft(y).ticks(6)) .call(g => g.select(".domain").remove()); } } let y_label; if (config.units === "IP") { y_label = `${config.y} kBTU/ft²/yr`; } else { y_label = `${config.y} kWh/m²/yr`; } //put the y axis label in the top left corner of the first row/col. if (i%3 === 0) { d3.select(this).append("g") .attr("transform", "translate(15, 20)") .append("text") .attr("font-size", 10) .attr("text-anchor", "start") .attr("opacity",1) .html(y_label); } //general pattern for generating the interpolation line const line = d3.line() .x(dd => x.get(d.variable)(dd[d.variable])) .y(dd => y(eui_convert(dd[config.y]))) .curve(d3.curveCardinal.tension(0)); //horizontal grid lines d3.select(this).selectAll(".grid .horizontal") .data(_.range(8).slice(1).map(d => d * config.cell.height / 8)) .join("line") .attr("class", "grid") .attr("x1", (i % config.cols != 0) ? -config.cell.padding : 0) .attr("y1", d => d) .attr("x2", config.cell.width) .attr("y2", d => d); //vertical grid lines d3.select(this).selectAll(".grid .vertical") .data(_.range(8).slice(1).map(d => d * config.cell.width / 8)) .join("line") .attr("class", "grid") .attr("x1", d => d) .attr("y1", 0) .attr("x2", d => d) .attr("y2", config.cell.height); d3.select(this).append("g").call(xAxis); d3.select(this).append("g").call(yAxis); d3.select(this).append("rect") .attr("class", "frame") .attr("x", 0) .attr("y", 0) .attr("width", config.cell.width) .attr("height", config.cell.height); //add the variable labels d3.select(this).append("text") .attr("x", 0) .attr("y", -15) .attr("text-anchor", "start") .attr("font-size", 12) .style("font-family", "Open Sans") .html(name); d3.select(this).selectAll(".recommended") .data(d.data.filter(dd => dd.Recommended === "yes")) .join("circle") .attr("class", "recommended") .attr("cx", function(dd) { return x.get(d.variable)(dd[d.variable]); }) .attr("cy", function(dd) { return y(eui_convert(dd[config.y])); }) .attr("r",10) .attr("fill", "#b4d6e8") .attr("opacity", 0.8); d3.select(this).append("path") .datum(d.data) .attr("class", "interpolation") .attr("fill", "none") .attr("stroke", "#1f77b4") .attr("stroke-width", 2) .attr("stroke-linejoin", "round") .attr("stroke-linecap", "round") .attr("d", line); d3.select(this).selectAll("points") .data(d.data) .join("circle") .attr("class", "points") .attr("cx", function(dd) { return x.get(d.variable)(dd[d.variable]); }) .attr("cy", function(dd) { return y(eui_convert(dd[config.y])); }) .attr("r",3) .attr("display", dd => { if ((d.variable === "EPD" || d.variable === "LPD") && dd[d.variable] === 0.5) { return "none"; } else if (d.variable === "Glass SHGC" && dd[d.variable] === 0.3) { return "none"; } else { return null; } }) .attr("stroke", "#1f77b4") .style("fill", dd => dd.Baseline === "yes" ? "#1f77b4": "#b4d6e8" ); d3.select(this).selectAll("overlay") .data(d.data) .join("circle") .attr("class", "overlay") .attr("r",18) .attr("stroke", "none") .style("fill", "#fff") .style("opacity", 0) .attr("cx", function(dd) { return x.get(d.variable)(dd[d.variable]); }) .attr("cy", function(dd) { return y(eui_convert(dd[config.y])); }) .on("mouseover", dd => { tooltip.style("display", null); let data = dd[d.variable]; if (d.variable in config.format) { if ("ticks" in config.format[d.variable]){ data = config.format[d.variable].ticks(data); } } tooltip.html(tipContent(d.variable, data ,dd[config.y])) .style("left", (d3.event.pageX) + "px") .style("top", (d3.event.pageY - 28) + "px"); }) .on("mouseout", d => { tooltip.style("display", "none"); }); }); return svg.node(); }33:T1fd9,parcoords = { const config = { height: 500, width: 960, margin: {top: 60, right: 40, bottom: 10, left: 25}, format: { "Wall R": { ticks: d3.format(".0f"), numTicks: 4, selection: [350, 450] }, "Roof R": { newName: "Roof R", ticks: d3.format(".0f"), numTicks: 4, selection: [350, 450] }, "WWR": { newName: "Window to Wall Ratio", selection: [250,350] }, "Infiltration": { selection: [250,350] }, "WWR- D2 HUB+Fitness": { newName: "HUB Fitness WWR", selection: [100,200] }, "Window U": { newName: "Window U", ticks: d3.format(".2f"), numTicks: 4, selection: [0, 100] }, "SHGC": { ticks: d3.format(".1f"), numTicks: 4, selection: [100,200] }, "Shade": { ticks: d3.format(".0f"), numTicks: 4, selection: [250,350] }, "TEDI": { newName: `${unitSelection.unit === "IP" ? "TEDI kBTU/ft²/yr": "TEDI kWh/m²/yr"}`, anchor: "middle", numTicks: 6, ticks: d3.format(".1f")}, "CEDI": { newName: `${unitSelection.unit === "IP" ? "CEDI kBTU/ft²/yr": "CEDI kWh/m²/yr"}`, anchor: "middle", numTicks: 6, ticks: d3.format(".1f")} }, units: unitSelection.unit }; const container = document.createElement("div"); container.setAttribute("class", "parcoords"); container.setAttribute("style", `width: ${config.width}px; height: ${config.height}px;`); const ctx = DOM.context2d(config.width, config.height); //ctx.transform(1, 0, 0, 1, config.margin.left, config.margin.top); const svg = d3.select(DOM.svg(config.width, config.height)); config.chartHeight = config.height - config.margin.top - config.margin.bottom; config.chartWidth = config.width - config.margin.right - config.margin.left; const dimensions = parametric_data.columns.filter(d => d != "dataset"); const data = parametric_data.map(d => { let dd = d; for (const key in config.format) { if ("convert" in config.format[key]) { dd = {...dd, [key]: config.format[key].convert(dd[key])}; } } return dd; }); const y = new Map( Array.from( dimensions, key => { const reverse = Object.keys(config.format).filter(d => "reverse" in config.format[d]); let range = reverse.indexOf(key) >= 0 ? [0, config.chartHeight] : [config.chartHeight, 0]; return [key, d3.scaleLinear(d3.extent(data, d => d[key]), range).nice()] } ) ); const x = d3.scalePoint().range([0, config.chartWidth]).domain(dimensions).padding(0); const c = svg.append("g").attr("transform", `translate(${config.margin.left}, ${config.margin.top})`); ctx.globalCompositeOperation = 'darken'; const g = c.selectAll(".dimension") .data(dimensions) .enter().append("g") .attr("class", "dimension") .classed("nonactive", false) .attr("transform", d => `translate(${x(d)})`); g.append("g") .attr("class", "paraxis") .each(function(d) { const axis = d3.axisLeft(); let ya = axis.scale(y.get(d)); if (Object.keys(config.format).filter(key => "numTicks" in config.format[key]).indexOf(d) >= 0) { if (config.format[d].numTicks.length) { ya.tickValues(config.format[d].numTicks) } else { ya.ticks(config.format[d].numTicks); } } else { ya.ticks(5); } if (Object.keys(config.format).filter(d => "ticks" in config.format[d]).indexOf(d) >= 0) { ya.tickFormat(config.format[d].ticks); } // let ya = axis.scale(y.get(d)); // if (Object.keys(config.format).filter(d => "ticks" in config.format[d]).indexOf(d) >= 0) { // ya = axis.scale(y.get(d)).tickFormat(config.format[d].ticks); // } d3.select(this).call(ya); }) .call(g => g.selectAll("text") .clone(true).lower() .attr("fill", "none") .attr("stroke-width", 4) .attr("stroke-linejoin", "round") .attr("opacity", 0.6) .attr("stroke", "white")) .call(g => g.selectAll("text") .attr("x", -12)); g.append("text") .attr("class", "label") .style("text-anchor", d => { let anchor = "middle"; if (Object.keys(config.format).filter(d => "anchor" in config.format[d]).indexOf(d) >= 0) { anchor = config.format[d].anchor; } return anchor }) .attr("y", -25) .attr("font-size", 12) .style("font-family", "Open Sans") .html(d => { let name = d; if (Object.keys(config.format).filter(d => "newName" in config.format[d]).indexOf(d) >= 0) { name = config.format[d].newName; } return name; }); const render = renderQueue(draw).rate(50); ctx.clearRect(0,0,config.width,config.height); render(data); g.append("g") .attr("class", "parbrush") .each(function(d) { y.get(d).brush = d3.brushY().extent([[-10,-1], [10,config.chartHeight + 1]]) .on("brush", brush) .on("end", brush); d3.select(this) .call(y.get(d).brush); if (Object.keys(config.format).filter(d => "selection" in config.format[d]).indexOf(d) >= 0) { d3.select(this).call(y.get(d).brush.move, config.format[d].selection); } }) .selectAll("rect") .attr("x", -10) .attr("width", 20); function brush() { render.invalidate(); const actives = []; svg.selectAll(".parbrush") .filter(function(d) { y.get(d).brushSelectionValue = d3.brushSelection(this); return d3.brushSelection(this); }) .each(function(d) { actives.push({ dimension: d, extent: d3.brushSelection(this).map(y.get(d).invert) }); }); const selected = data.filter(function(d) { return actives.every(function(active) { let result = active.extent[1] <= d[active.dimension] && d[active.dimension] <= active.extent[0]; const reverse = Object.keys(config.format).filter(d => "reverse" in config.format[d]); if (reverse.indexOf(active.dimension) >= 0) { result = active.extent[1] >= d[active.dimension] && d[active.dimension] >= active.extent[0]; } return result; console.log(result) }); }); ctx.clearRect(0,0,config.width,config.height); render(selected); } function draw(d) { if (d.dataset === "interpolated") { //context.globalAlpha = .1; ctx.strokeStyle = "#ddeaf2"; ctx.lineWidth = 1; } else { //context.globalAlpha = 1; ctx.strokeStyle = "#1f77b4"; ctx.lineWidth = 1.5; } ctx.beginPath(); var coords = dimensions.map(p => [x(p) + config.margin.left, y.get(p)(d[p]) + config.margin.top]); coords.forEach(function(p,i) { // this tricky bit avoids rendering null values as 0 if (p === null) { // this bit renders horizontal lines on the previous/next // dimensions, so that sandwiched null values are visible if (i > 0) { var prev = coords[i-1]; if (prev !== null) { ctx.moveTo(prev[0],prev[1]); ctx.lineTo(prev[0]+6,prev[1]); } } if (i < coords.length-1) { var next = coords[i+1]; if (next !== null) { ctx.moveTo(next[0]-6,next[1]); } } return; } if (i == 0) { ctx.moveTo(p[0],p[1]); return; } ctx.lineTo(p[0],p[1]); }); ctx.stroke(); } container.appendChild(ctx.canvas); container.appendChild(svg.node()); return container; }34:T13a7,stackedBar = { const config = { height: 600, width: 960, margin: {top: 20, right:150, bottom: 30, left: 35, legend: 0}, units: unitSelection.unit, label: `${unitSelection.unit === "IP" ? "kBTU/ft²/yr": "kWh/m²/yr"}` }; const svg = d3.select(DOM.svg(config.width, config.height)); const x = d3.scaleBand() .domain(stacked.columns) .range([config.margin.left, config.width - config.margin.right]) .paddingOuter(.3) .paddingInner(0.75); const y = d3.scaleLinear() .domain([0, d3.max(stacked.totals) + eui(30)]) .rangeRound([config.height - config.margin.bottom, config.margin.top]).nice(); const xAxis = g => g .attr("transform", `translate(0,${config.height - config.margin.bottom})`) .call(d3.axisBottom(x).tickSizeOuter(0)); const yAxis = g => g .attr("transform", `translate(${config.margin.left},0)`) .call(d3.axisLeft(y).ticks(null, "s").tickSize(-(config.width - config.margin.left - config.margin.right + 20)).tickPadding(10)) .call(g => g.select(".domain").remove()) .call(g => g.selectAll(".tick:not(:first-of-type) line").attr("stroke", "#eaeaea").attr("opacity", 0.7)) .call(g => g.select(".tick:last-of-type text").clone() .attr("x", 4) .attr("text-anchor", "start") .attr("font-weight", "bold") .style("paint-order", "stroke") .style("stroke", "#ffffff") .style("stroke-width", "8px") .html(`EUI ${config.label}`)); const pv_line = svg => { const g = svg .selectAll(".pvline") .data([stacked.pvoffset]) .join("path") .attr("class", "pvline") .attr("d", d => d3.line()([[config.margin.left, y(d)], [config.margin.left + width - config.margin.right - 12, y(d)]])) .attr("stroke-width", 4) .attr("stroke-linecap", "round") .attr("opacity", 0.8) .attr("stroke", "#d6d231") .style("stroke-dasharray", ("6, 12")); svg.append("text") .attr("x", config.margin.left + width - config.margin.right - 12) .attr("y", y(stacked.pvoffset) - 16 ) .attr("dy", "0.35em") .attr("text-anchor", "end") .attr("font-family", "Open Sans") .attr("font-size", 10) .text(d => _.round(stacked.pvoffset, 1)); } const legend = svg => { const keys = stacked.keys.slice().reverse(); const g = svg .attr("font-family", "Open Sans") .attr("font-size", 10) .attr("text-anchor", "end") .selectAll("g") .data(keys) .join("g") .attr("transform", (d, i) => `translate(0,${i * 21})`); const g2 = svg .attr("font-family", "Open Sans") .attr("font-size", 10) .attr("text-anchor", "end") .selectAll(".pv_line_legend") .data([0]) .join("g") .attr("class", "pv_line_legend") .attr("transform", (d, i) => `translate(0,${keys.length * 21})`); g.append("rect") .attr("x", -18) .attr("width", 18) .attr("height", 18) .attr("fill",stackedColor); g.append("text") .attr("x", -28) .attr("y", 8) .attr("dy", "0.35em") .text(d => d); if (euiSwitch2.value === "stacked_energy") { g2.append("path") .attr("d", d => d3.line()([[-18, 9], [0, 9]])) .attr("stroke-width", 4) .attr("stroke-linecap", "butt") .attr("opacity", 0.8) .attr("stroke", "#d6d231"); g2.append("text") .attr("x", -28) .attr("y", 8) .attr("dy", "0.35em") .text(`PV Offset (${pvsize} kW)`); } } const totals = svg => { const g = svg .attr("font-family", "Open Sans") .attr("font-size", 10) .attr("text-anchor", "middle") .selectAll("g") .data(stacked.totals) .join("g") .attr("transform", (d, i) => `translate(${x(stacked.columns[i])},${y(d)})`); g.append("text") .attr("x", x.bandwidth()/2) .attr("y", -16) .attr("dy", "0.35em") .text(d => _.round(d, 1)); } svg.append("g") .call(xAxis); svg.append("g") .call(yAxis); svg.append("g") .selectAll("g") .data(stacked) .join("g") .attr("fill", (d, i) => stackedColor(stacked.keys[i])) .selectAll("rect") .data(d => d) .join("rect") .attr("x", (d, i) => x(stacked.columns[i])) .attr("y", d => y(d[1])) .attr("height", d => y(d[0]) - y(d[1])) .attr("width", x.bandwidth()) .append("title") .html(d => `${_.round(d[1] - d[0], 2)} ${config.label}`); // `${d.name}\n${eui(d.value)} ${config.label}` svg.append("g") .attr("transform", `translate(${config.width - config.margin.legend},${config.margin.top})`) .call(legend); if (euiSwitch2.value === "stacked_energy") { console.log(euiSwitch2.value); svg.append("g").call(pv_line); } svg.append("g").call(totals) return svg.node(); }35:T4cc,color = { const lookup = { "Electricity":"#d6d231", "Natural Gas": "#e55725", "DHW":"#d52928", "Exterior Lights": "#808080", "Heating Energy":"#d52928", "Cooling Energy":"#1dbfcf", "Lights":"#d6d231", "Fans":"#bfbfbf", "Equipment":"#dddddd", "Ambulance Charging":"#dddddd", "Pumps":"#dddddd", "Other Gains":"#a17eb9", "Passive Solar Gains":"#a17eb9", "Lights Gains":"#a17eb9", "Internal Equipment Gains":"#a17eb9", "Occupant Gains":"#a17eb9", "Infiltration Losses":"#a17eb9", "Window Losses":"#a17eb9", "Envelope Losses":"#a17eb9", "Internal Gains":"#a17eb9", "Economizer":"#a17eb9", "Walls":"#f7aa6e", "Roofs":"#f7aa6e", "Floor on Grade":"#f7aa6e", "Infiltration":"#f7aa6e", "Windows":"#f7aa6e", "OA Heating":"#f7aa6e", "Reheat":"#f7aa6e", "Equipment Gains":"#6aadd6", "OA Cooling":"#6aadd6", "Dehumidification":"#6aadd6", "Conduction Gains":"#6aadd6", "Lighting":"#6aadd6", "Solar Gains":"#6aadd6", "Occupants":"#6aadd6", "Cooling Load":"#1f77b4", "Cooling System":"#1f77b4", "Heating Load":"#e55725", "Heating System":"#e55725", }; return name => lookup[name]; }36:T5ff,renderQueue = function(func) { var _queue = [], // data to be rendered _rate = 1000, // number of calls per frame _invalidate = function() {}, // invalidate last render queue _clear = function() {}; // clearing function var rq = function(data) { if (data) rq.data(data); _invalidate(); _clear(); rq.render(); }; rq.render = function() { var valid = true; _invalidate = rq.invalidate = function() { valid = false; }; function doFrame() { if (!valid) return true; var chunk = _queue.splice(0,_rate); chunk.map(func); timer_frame(doFrame); } doFrame(); }; rq.data = function(data) { _invalidate(); _queue = data.slice(0); // creates a copy of the data return rq; }; rq.add = function(data) { _queue = _queue.concat(data); }; rq.rate = function(value) { if (!arguments.length) return _rate; _rate = value; return rq; }; rq.remaining = function() { return _queue.length; }; // clear the canvas rq.clear = function(func) { if (!arguments.length) { _clear(); return rq; } _clear = func; return rq; }; rq.invalidate = _invalidate; var timer_frame = window.requestAnimationFrame || window.webkitRequestAnimationFrame || window.mozRequestAnimationFrame || window.oRequestAnimationFrame || window.msRequestAnimationFrame || function(callback) { setTimeout(callback, 17); }; return rq; }37:T8cf,function input(config) { let { form, type = "text", attributes = {}, action, getValue, title, description, format, display, submit, options } = config; const wrapper = html`

`; if (!form) form = html``; Object.keys(attributes).forEach(key => { const val = attributes[key]; if (val != null) form.input.setAttribute(key, val); }); if (submit) form.append( html`` ); form.append( html`` ); if (title) form.prepend( html`

${title}

` ); if (description) form.append( html`

${description}

` ); if (format) format = typeof format === "function" ? format : d3format.format(format); if (action) { action(form); } else { const verb = submit ? "onsubmit" : type == "button" ? "onclick" : type == "checkbox" || type == "radio" ? "onchange" : "oninput"; form[verb] = e => { e && e.preventDefault(); const value = getValue ? getValue(form.input) : form.input.value; if (form.output) { const out = display ? display(value) : format ? format(value) : value; if (out instanceof window.Element) { while (form.output.hasChildNodes()) { form.output.removeChild(form.output.lastChild); } form.output.append(out); } else { form.output.value = out; } } form.value = value; if (verb !== "oninput") form.dispatchEvent(new CustomEvent("input", { bubbles: true })); }; if (verb !== "oninput") wrapper.oninput = e => e && e.stopPropagation() && e.preventDefault(); if (verb !== "onsubmit") form.onsubmit = e => e && e.preventDefault(); form[verb](); } while (form.childNodes.length) { wrapper.appendChild(form.childNodes[0]); } form.append(wrapper); return form; }38:T40b,html``39:[{"id":"ef6dfaaffd3857e929f545c7f3ffa4c0692e8096522cce7d72ee1140a2214994a1ca77503ed037e9f911a779fd3bb77b5fe971865372d4a6d5bcaef118ece1bb","href":"https://static.observableusercontent.com/files/ef6dfaaffd3857e929f545c7f3ffa4c0692e8096522cce7d72ee1140a2214994a1ca77503ed037e9f911a779fd3bb77b5fe971865372d4a6d5bcaef118ece1bb","name":"stacked_data.csv","type":"text/csv","lastModified":1771527382712.505,"size":563},{"id":"c4ba2a64b8f35cd89628b984f871dfd99f2b12b4db78010be96631e74e2479d038fbf8a943dcd79cd48e01ceeee35399c36eef9b6ea3a4bf163e8a1b31bff711","href":"https://static.observableusercontent.com/files/c4ba2a64b8f35cd89628b984f871dfd99f2b12b4db78010be96631e74e2479d038fbf8a943dcd79cd48e01ceeee35399c36eef9b6ea3a4bf163e8a1b31bff711","name":"renewables_data.csv","type":"text/csv","lastModified":1771527426136.374,"size":190931},{"id":"ebd512c37e09042317a5c961f4aa2d122ad905edca71dc9c77a867c6f62ea76bd69e3ff2f7aa7e62da9fea0170da986e8dbccbff2ba524ccfeb7bad0951a64d2","href":"https://static.observableusercontent.com/files/ebd512c37e09042317a5c961f4aa2d122ad905edca71dc9c77a867c6f62ea76bd69e3ff2f7aa7e62da9fea0170da986e8dbccbff2ba524ccfeb7bad0951a64d2","name":"interpolated_data@1.csv","type":"text/csv","lastModified":1771527268733.484,"size":1590675},{"id":"0b5fd3ce4d68364b6ef5db0df573aae9012acffbea9b25d8c25e1f6510c5a5f345a2409ce96e2b99ab92306b63356c9ea8eba7794baf3720ce95f21cb5b098ee","href":"https://static.observableusercontent.com/files/0b5fd3ce4d68364b6ef5db0df573aae9012acffbea9b25d8c25e1f6510c5a5f345a2409ce96e2b99ab92306b63356c9ea8eba7794baf3720ce95f21cb5b098ee","name":"parametric_data (1).csv","type":"text/csv","lastModified":1771527268733.484,"size":1757},{"id":"324830b0eb416983b1051690f8d61eb0b35d740f99df90aac680257d751fcc4952ace8899e66272a4525b8080a9cde37dc5727c21850200f5a3a673ceedb2ccc","href":"https://static.observableusercontent.com/files/324830b0eb416983b1051690f8d61eb0b35d740f99df90aac680257d751fcc4952ace8899e66272a4525b8080a9cde37dc5727c21850200f5a3a673ceedb2ccc","name":"sankey_data (1).csv","type":"text/csv","lastModified":1771527268733.484,"size":1136}] 2f:{"title":"MPT HQ - Energy Analysis","cells":[{"id":0,"value":"md`# MPT HQ - Energy Analysis`","pinned":false,"hidden":false,"mode":"ojs"},{"id":34,"value":"$31","pinned":false,"hidden":false,"mode":"ojs"},{"id":2036,"value":"viewof figure2 = html`Figure2: Building energy use characterization showing load components and energy end-uses for the baseline design.

`","pinned":true,"hidden":false,"mode":"ojs"},{"id":2103,"value":"viewof euiSwitch = form(html``)","pinned":false,"hidden":false,"mode":"ojs"},{"id":7,"value":"viewof unitSelection = form(html``)","pinned":false,"hidden":false,"mode":"ojs"},{"id":64,"value":"$32","pinned":false,"hidden":false,"mode":"ojs"},{"id":55,"value":"sensLegend = {\n \n const svg = d3.select(DOM.svg(960, 50))\n .style(\"font\", \"11px sans-serif\")\n .style(\"margin-bottom\", \"15px\");\n\n const g = svg.append(\"g\")\n .selectAll(\"g\")\n .data([\"Current Design\", \"Target\"])\n .enter().append(\"g\")\n .attr(\"transform\", (d, i) => `translate(${40}, ${i*24 + 10})`);\n\n g.append(\"circle\")\n .attr(\"r\", d => d === \"Current Design\" ? 3: 10)\n .attr(\"stroke\", d => d === \"Current Design\" ? \"#1f77b4\": \"none\")\n .style(\"fill\", d => d === \"Current Design\" ? \"#1f77b4\": \"#b4d6e8\" )\n .style(\"opacity\", d => d === \"Current Design\" ? 1: .6 );;\n\n g.append(\"text\")\n .attr(\"x\", 30)\n .attr(\"y\", 0)\n .attr(\"dy\", \"0.35em\")\n .text(d => d);\n \n return svg.node();\n}\n","pinned":false,"hidden":false,"mode":"ojs"},{"id":82,"value":"$33","pinned":false,"hidden":false,"mode":"ojs"},{"id":91,"value":"parLegend = {\n \n const svg = d3.select(DOM.svg(960, 60))\n .style(\"font\", \"11px sans-serif\")\n .style(\"margin-bottom\", \"15px\");\n\n const g = svg.append(\"g\")\n .selectAll(\"g\")\n .data([\"Interpolated Data\", \"Modeled Data\"])\n .enter().append(\"g\")\n .attr(\"transform\", (d, i) => `translate(${40}, ${i*24 + 30})`);\n\n g.append(\"line\")\n .attr(\"x1\", 0)\n .attr(\"x2\", 20)\n .attr(\"y1\", 0)\n .attr(\"y2\", 0)\n .attr(\"stroke\", d => d === \"Interpolated Data\" ? \"#ddeaf2\": \"#1f77b4\")\n .attr(\"stroke-linejoin\", \"round\")\n .attr(\"stroke-linecap\", \"round\")\n .attr(\"stroke-width\", 2)\n\n g.append(\"text\")\n .attr(\"x\", 30)\n .attr(\"y\", 0)\n .attr(\"dy\", \"0.35em\")\n .text(d => d);\n \n return svg.node();\n}","pinned":false,"hidden":false,"mode":"ojs"},{"id":154,"value":"viewof figure4 = html`Figure 4: Effect of different combinations of parameter properties on building energy use intensity. Move or expand the selection box for each attribute.`","pinned":false,"hidden":false,"mode":"ojs"},{"id":2695,"value":"stacked_data = (await FileAttachment(\"stacked_data.csv\").csv({typed: true}));","pinned":false,"hidden":false,"mode":"ojs"},{"id":2689,"value":"import {slider} from \"@jashkenas/inputs\"","pinned":true,"hidden":false,"mode":"ojs"},{"id":2784,"value":"/*euiSwitch2.value*/","pinned":true,"hidden":false,"mode":"ojs"},{"id":492,"value":"$34","pinned":false,"hidden":false,"mode":"ojs"},{"id":410,"value":"/*viewof figure5 = html`
Figure 5: Comparison of energy use intensities by end-use and TEDI for different studied scenarios.`*/","pinned":false,"hidden":false,"mode":"ojs"},{"id":608,"value":"pvColor = d3.scaleOrdinal()\n .range([\"#1776b6\", \"#6fccd8\", \"#d7ddda\"])\n .domain(projectKeys)","pinned":false,"hidden":false,"mode":"ojs"},{"id":1910,"value":"pvColorUpdate = d3.scaleOrdinal()\n .range([\"#1776b6\", \"#6fccd8\"])\n .domain(projectKeysUpdate)","pinned":false,"hidden":false,"mode":"ojs"},{"id":575,"value":"projectKeys = [\"gridToProject\", \"renewableToProject\", \"batteryToProject\"];","pinned":false,"hidden":false,"mode":"ojs"},{"id":1817,"value":"projectKeysUpdate = [\"gridToProject\", \"renewableToProject\"];","pinned":false,"hidden":false,"mode":"ojs"},{"id":1740,"value":"pvDataUpdate = {\n let data = await FileAttachment(\"renewables_data.csv\").csv({typed: true});\n\n const months = [31, 28, 31, 30, 31, 30, 31, 31, 30, 31, 30, 31]\n const times = [];\n \n const timeParse = (m, d, h) => {\n return d3.timeParse(\"%m %d %H\")(`${m.toString().padStart(2, \"0\")} ${d.toString().padStart(2, \"0\")} ${h.toString().padStart(2, \"0\")}`)\n }\n \n for (const m in _.range(12)) {\n for (const d in _.range(months[m])) {\n for (const h in _.range(24)) {\n times.push({month: +m + 1, day: +d + 1, hour: +h, date: timeParse(+m + 1, +d + 1, +h)});\n }\n }\n }\n \n return data.map((d, i, arr) => ({...d, ...times[i]}));\n\n } ","pinned":false,"hidden":false,"mode":"ojs"},{"id":1694,"value":"renewables_data_update = {\n let renewables = (await FileAttachment(\"renewables_data.csv\").csv({typed: true})); \n \n // const columns = renewables.columns;\n // const data = renewables;\n // data.columns = columns;\n\n return renewables;\n \n}","pinned":false,"hidden":false,"mode":"ojs"},{"id":39,"value":"$35","pinned":false,"hidden":false,"mode":"ojs"},{"id":11,"value":"_ = require('lodash@4.17.15/lodash.js').catch(() => window[\"_\"])","pinned":false,"hidden":false,"mode":"ojs"},{"id":5,"value":"formatEUI_SI_IP = d => {\n if (unitSelection.unit === \"SI\") {\n return `${_.round(d, 1)} kWh/m²/yr`;\n }\n else {\n return `${_.round(d * 3.412 / 10.76, 1)} kBtu/ft²/yr`;\n }\n}","pinned":false,"hidden":false,"mode":"ojs"},{"id":1047,"value":"formatAREA_SI_IP = d => {\n if (unitSelection.unit === \"SI\") {\n return `${_.round(d, 0)} m²`;\n }\n else {\n return `${_.round(d * 10.76, 0)} ft²`;\n }\n}","pinned":false,"hidden":false,"mode":"ojs"},{"id":2818,"value":"sankey(sankey_data)","pinned":false,"hidden":false,"mode":"ojs"},{"id":28,"value":"sankey_data = {\n //let sankey_data = (await d3.csv(`https://www.elementa.nyc/projects/mpt/data/sankey_data.csv?version=${Math.floor(Math.random() * 100)}`)).map(({source, target, value}) => ({source: source, target: target, value: +value}));\n \n let sankey_data = await FileAttachment(\"sankey_data (1).csv\").csv({typed: true})\n\n //create a list of nodes and links\n const nodes = Array.from(new Set(sankey_data.map(d => [d.source, d.target]).flat()));\n const links = sankey_data.map(({source, target, value}) => ({\n source: nodes.indexOf(source),\n target: nodes.indexOf(target),\n value: value\n }));\n\n sankey_data = {nodes: nodes.map(d => ({name: d})), links: links};\n return sankey_data;\n} ","pinned":false,"hidden":false,"mode":"ojs"},{"id":495,"value":"stackedColor = {\n const lookup = {\n \"PV Budget\":\"#708238\",\n \"Lights\":\"#d6d231\",\n \"Plug Loads\":\"#dddddd\",\n \"Heating\":\"#d52928\",\n \"DHW\":\"#e55725\",\n \"Cooling\":\"#1dbfcf\",\n \"Pumps\":\"#adadad\",\n \"Fans\":\"#bfbfbf\",\n \"Proposed System\":\"#EEEEEE\",\n \"Ambulance Charging\": \"#808080\",\n \"TEDI\":\"#d52928\",\n \"GHGI\":\"#9CBD53\",\n \"PV Offset\":\"#9CBD53\",\n };\n\n return name => lookup[name];\n}","pinned":false,"hidden":false,"mode":"ojs"},{"id":31,"value":"sankey = {\n const config = {\n height: 500,\n width: 960,\n margin: {bottom: 10}\n }\n const sankey = d3.sankey()\n .nodeWidth(15)\n .nodePadding(10)\n .extent([[1, 1], [config.width, config.height - config.margin.bottom]])\n .nodeAlign(d3.sankeyLeft);\n return sankey;\n}","pinned":false,"hidden":false,"mode":"ojs"},{"id":36,"value":"eui = d => (unitSelection.unit === \"IP\") ? _.round(d * 3.412 * 0.092903, 2) : _.round(d, 2);","pinned":false,"hidden":false,"mode":"ojs"},{"id":66,"value":"sensitivity_data = {\n //add a random version number to avoid caching\n //let data = (await d3.csv(`https://www.elementa.nyc/projects/mpt/data/parametric_data.csv?version=${Math.floor(Math.random() * 100)}`, d3.autoType)); \n let data = await FileAttachment(\"parametric_data (1).csv\").csv({typed: true})\n //group the data by independent variable\n const grouped = group(data, d => d.Variable);\n data = Array.from(grouped, d => ({variable: d[0], data: d[1].sort((a, b) => a[d[0]] - b[d[0]])}));\n return data;\n} ","pinned":false,"hidden":false,"mode":"ojs"},{"id":89,"value":"/*parametric_data = {\n let parametrics = (await d3.csv(`https://www.elementa.nyc/projects/tor-ems/data/interpolated_data.csv?version=${Math.floor(Math.random() * 100)}`, d3.autoType)); \n \n const columns = parametrics.columns;\n const data = parametrics.map(d => ({...d, TEDI: eui(d.TEDI),CEDI: eui(d.CEDI)}));\n data.columns = columns;\n \n return data;\n} */","pinned":false,"hidden":false,"mode":"ojs"},{"id":2849,"value":"parametric_data = {\n //let parametrics = (await d3.csv(`https://www.elementa.nyc/projects/tor-ems/data/interpolated_data2.csv?version=${Math.floor(Math.random() * 100)}`, d3.autoType)); \n let parametrics = await FileAttachment(\"interpolated_data@1.csv\").csv({typed: true})\n const columns = parametrics.columns;\n const data = parametrics.map(d => ({...d, TEDI: eui(d.TEDI),CEDI: eui(d.CEDI), EUI: eui(d.EUI)}));\n data.columns = columns;\n \n return data;\n} ","pinned":true,"hidden":false,"mode":"ojs"},{"id":545,"value":"d3 = require('d3@5.9.2','d3-sankey@0.12.1');","pinned":true,"hidden":false,"mode":"ojs"},{"id":2086,"value":"d3format = d3.format","pinned":false,"hidden":false,"mode":"ojs"},{"id":86,"value":"$36","pinned":false,"hidden":false,"mode":"ojs"},{"id":547,"value":"$37","pinned":false,"hidden":false,"mode":"ojs"},{"id":68,"value":"import {group, groupSum, groupCount} from \"@mbostock/group\"","pinned":true,"hidden":false,"mode":"ojs"},{"id":9,"value":"import {form} from \"@mbostock/form-input\"","pinned":true,"hidden":false,"mode":"ojs"},{"id":25,"value":"$38","pinned":false,"hidden":false,"mode":"ojs"},{"id":2952,"value":"FileAttachment(\"parametric_data (1).csv\").csv()","pinned":true,"hidden":false,"mode":"ojs"}],"files":"$W39","stdlib":"1","titling":"auto"}