{"id":6425,"date":"2024-02-13T10:34:08","date_gmt":"2024-02-13T10:34:08","guid":{"rendered":"https:\/\/flex-power.energy\/?page_id=6425"},"modified":"2026-04-01T15:14:06","modified_gmt":"2026-04-01T15:14:06","slug":"flex-index","status":"publish","type":"page","link":"https:\/\/flex-power.energy\/de\/flex-index\/","title":{"rendered":"Flex Index"},"content":{"rendered":"<h1 id=\"t-1680083291299\" style=\"text-align: left;\"><span style=\"\">FlexIndex<\/span><\/h1>\n<p style=\"text-align: left;\"><span data-contrast=\"auto\" lang=\"EN-US\" style=\"\"><\/span><\/p>\n<p id=\"t-1680083291300\" style=\"text-align: left; color: var(--tcb-color-1) !important; --tcb-applied-color: var$(--tcb-color-1) !important;\"><span style=\"--tcb-applied-color: var$(--tcb-color-1) !important;\"><span style=\"--tcb-applied-color: var$(--tcb-color-1) !important;\"><span data-contrast=\"auto\" lang=\"EN-US\" style=\"--tcb-applied-color: var$(--tcb-color-1) !important;\"><span data-contrast=\"auto\" lang=\"EN-US\" style=\"--tcb-applied-color: var$(--tcb-color-1) !important;\">&#8222;Wie viel Geld kann ich mit einer Batterie verdienen?&#8220;, werden wir oft gefragt. Auf dieser Seite ver\u00f6ffentlichen wir unseren FlexIndex, eine transparente Referenz f\u00fcr den Wert von Flexibilit\u00e4t auf dem deutschen Strommarkt. Um einen umfassenden und transparenten Flexibilit\u00e4tsindex zu erhalten, open-sourcen wir unser zugrundeliegendes markt\u00fcbergreifendes Optimierungsmodell.<\/span><\/span><\/span><\/span><\/p>\n<p>Der FlexIndex ist eine transparente Referenz f\u00fcr den Wert von Flexibilit\u00e4t auf dem deutschen Strommarkt. Die Berechnung des FlexIndex basiert auf der markt\u00fcbergreifenden Optimierung einer <a href=\"https:\/\/flex-power.energy\/de\/school-of-flex\/batteriespeicher\/\">Batterie<\/a> auf den deutschen Stromgro\u00dfhandelsm\u00e4rkten. Konkret betrachten wir eine Referenzbatterie mit 1MWh, 1MW und 1 Zyklus pro Tag, die in der Day-Ahead Auktion, der Intraday Auktion und auf dem kontinuierlichen Intraday Markt optimiert wird.<\/p>\n<p style=\"\">Vereinfacht ausgedr\u00fcckt beantwortet der FlexIndex folgende Frage: &#8222;Wenn ich eine 1MWh-1MW-1Cycle-Batterie bes\u00e4\u00dfe, wie viel Geld w\u00fcrde ich damit jeden Tag verdienen?&#8220;<\/p>\n<p>Die Erl\u00f6se der Referenzbatterie sollen eine Indikation f\u00fcr den historischen und gegenw\u00e4rtigen Wert von Flexibilit\u00e4t im deutschen Strommarkt geben. Wenn Sie eine Batterieanlage besitzen oder entwickeln und an einer detaillierten Erl\u00f6smodellierung, Optimierung und\/oder Vermarktung Ihrer spezifischen Anlage interessiert sind, <a href=\"https:\/\/flex-power.energy\/de\/kontakt\/\" style=\"outline: none;\">setzen Sie sich bitte mit uns in Verbindung.<\/a><\/p>\n<div class=\"flexGraph\" style=\"position: relative; width: 100%;\">\n    <span id=\"resetZoom1237444597\" class=\"dashicons dashicons-chart-line\"\n          style=\"display: none; position: absolute;right: 0;padding: 5px;background-color: white;border: 1px solid black;border-radius: 5px;right: 5px;top: 5px; cursor: pointer;\"><\/span>\n    <canvas id=\"myChart1237444597\" style=\"width: 100%;\"><\/canvas>\n    <div class=\"downloadLink\" style=\"text-align: right; width: 100%;\">\n\t        <\/div>\n<\/div>\n<script>\n    document.getElementById(\"resetZoom1237444597\").addEventListener(\"click\", (event) => {\n        flex_chart[1237444597].resetZoom();\n        event.target.style.display = \"none\";\n    });\n\n    var flex_canvas = flex_canvas || {};\n    var flex_data = flex_data || {};\n    var flex_config = flex_config || {};\n    var flex_display = flex_display || {};\n    var flex_labels = flex_labels || [];\n    var flex_chart = flex_chart || [];\n\n    flex_display[1237444597] = {};\n    flex_canvas[1237444597] = document.getElementById('myChart1237444597');\n    if(flex_canvas[1237444597].getBoundingClientRect().width >= 769) {\n        flex_display[1237444597].padding = 20;\n        flex_display[1237444597].labels_x = true;\n        flex_display[1237444597].labels_y = true;\n        flex_display[1237444597].image = true;\n        flex_display[1237444597].legend = true;\n    }else if(flex_canvas[1237444597].getBoundingClientRect().width >= 481) {\n        flex_display[1237444597].padding = 0;\n        flex_display[1237444597].labels_x = true;\n        flex_display[1237444597].labels_y = false;\n        flex_display[1237444597].image = true;\n        flex_display[1237444597].legend = true;\n    }else{\n        flex_display[1237444597].padding = 0;\n        flex_display[1237444597].labels_x = false;\n        flex_display[1237444597].labels_y = false;\n        flex_display[1237444597].image = true;\n        flex_display[1237444597].legend = false;\n    }\n\n    flex_labels[[1237444597]] = [];\n\t    flex_labels[1237444597].push(\"28. 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08,36.23,35.84,35.73,38.46,38.65,40.54,41.6,42.17,42.27,46.92,53.35,55.35,55.3,56.15,54.86,54.49,51.98,51.07,51.27,49.49,48.96,50.27,49.02,49.49,48.69,45.89,46.18,46.06,45.89,47.12,47.19,44.53,44.68,42.48,42.16,43.78,42.13,38.41,33.6,32.28,32.53,32.3,33.95,34.94,31.22,31.08,30.72,30.16,30.21,28.67,28.34,28.32,39.87,39.94,38.91,38.3,37.85,36.12,35.82,35.54,35.42,35.71,34.63,32.88,32.53,34.51,32.71,32.25,32.2,31.82,30.84,30.25,31.11,30.68,30.94,31.64,34.57,34.94,36.49,37.53,27.64,27.92,31.95,32.25,32.22,33.67,36.5,37.06,37.59,37.32,38.17,40.32,41.42,40.38,40.56,41.05,40.3,40.05,39.84,40.77,46.22,50.84,50.85,50.48,47.51,46.87,45.77,48.26,47.58,46.72,43.14,43.01,44.08,46.08,43.93,44.28,44.71,45.68,45.67,42.82,42.28,40.4,40.23,39.67,41.41,41.86,41.24,42.25,35.99,31.51,31.35,31.61,33.86,35.86,36.56,34.4,36.07,36.61,41.85,44.44,44.77,44.16,45.1,43.33,42.52,41.58,41.78,44.49,44.8,64.92,66.26,67.32,66.96,66.98,67.28,65.42,76.09,76.46,77.74,78.14,89.03,87.81,88.83,87.33,85.02,88.17,96.22,95.05,95.31,92.27,92.01,93.22,94.62,96.06,95.04,93.22,92.59,72.54,72.05,71.32,69.78,69.48,69.49,73.19,61.93,62.92,61.43,61.09,48.33,47.67,45.46,45.71,45.4,42.85,29.25,27.74,26.32,27.26,28,27.73,27.97,26.22,26.91,26.37,26.65,26.47,25.75,26.34,26.21,26.19,25.75,21.75,22.59,21.53,21.85,22.05,21.92,22.26,22.85,22.52,23.89,23.46,23.64,25.79,26.55,26.9,25.37,25.14,22.9,25.93,30.08,31.11,32.41,33.6,33.37,33.04,33.04,33.19,33.65,33.2,32.38,31.8,34.11,34.06,34.31,35.71,37.53,38.7,38.67,38.21,37.9,38.66,38.51,39.35,39.29,39.69,40.41,37.84,32.93,33.14,34.77,35.73,37.91,39.6,42.09,45.15,45.03,45.27,46.43,48.61,46.89,46.56,46.11,44.68,43.19,42.19,40.9,42.28,43.23,40.93,40.4,38.14,38.78,39.12,39.76,40.24,40.66,41.28,38.13,36.21,34.02,31.54,28.8,25.5,25.85,28.93,28.64,26.53,25.89,25.89,25.63,26.17,25.8,25.88,26.53,26.47,26.62,27.53,27.67,27.95,27.42,32.39,31.16,31.91,36.67,36.28,36.15,36.07,36.85,37.13,37.66,38.2,38.22,35.13,35.03,34.98,35.44,35.09,35.42,34.5,34.26,34.45,34,33.94,33.01,32.06,31.96,31.94,30.82,25.14,25.42,23.84,19.98,18.36,18.2,18.53,22.29,25.5,25.49,40.68,40.71,41.48,41.1,43.44,43.26,44.31,44.19,44.61,44.84,44.73,45.51,44.22,43.9,43.13,42.71,42.58,44.34,44.21,43.98,44.8,44.01,44.1,44.42,44.24,40.41,36.55,36.26,20.27,19.69,19.01,19.68,17.46,18.5,17.69,17.83,17.44,17.47,17.19,17.01,17.19,17.33,18.33,18.75,19.89,20.39,20.78,27.33,26.42,26.08,25.78,25.48,25.43,25.09,25.09,26.74,27.55,27.3,27.3,27.72,27.63,26.19,26.66,26.39,27.32,27.77,28.9,29.26,28.94,29.18,28.67,28.21,26.87,25.4,25.06,19.01,19.22,20.22,20.24,20.48,20.49,20.17,20.52,18.95,19.31,20.13,39.78,38.72,38.74,38.57,38.16,38.28,38.08,41.14,40.49,39.16,39.1,40.33,40.15,41.57,42.29,41.47,40.93,40.25,41.01,42.99,42.85,42.82,42.83,42.83,51.66,51.34,50.3,50.95,31.34,31.02,32.4,33.29,33.2,33.78,33.34,30.16,30.03,30.01,29.91,28.38,28.58,27.3,26.89,27.5,28.17,28.39,28.18,32.39,32.51,32.08,31.74,33.62,26.86,27.14,26.99,25.94,25.64,27.14,25.63,26.83,26.5,27.45,27.44,26.75,28.56,29.41,31.06,32.3,32.04,32.19,31.78,47.39,52.14,51.94,51.31,45.04,45.15,47.62,50.27,48.6,46.53,46.53,47.18,46.76,47.12,45.9,49.65];\n\t\n    flex_config[1237444597] = {\n        type: 'line',\n        data: flex_data[1237444597],\n        options: {\n            layout: {\n                padding: flex_display[1237444597].padding\n            },\n            bezierCurve: false,\n            animation: false,\n            spanGaps: true,\n            normalized: true,\n            elements: {\n                point: {\n                    radius: 0\n                }\n            },\n            interaction: {\n                mode: 'nearest',\n                axis: 'x',\n                intersect: false\n            },\n            scales: {\n                y: {\n                    display: flex_display[1237444597].labels_y,\n                    stacked: true,\n                    ticks: {\n                        callback: (value, index) => {\n                            if(Math.floor(value) === value) {\n                                return value.toFixed(2) + \" \u20ac\";\n                            }\n                        }\n                    }\n                },\n                x: {\n                    display: flex_display[1237444597].labels_x,\n                    ticks: {\n                        autoSkip: true,\n                        autoSkipPadding: 50,\n                        maxRotation: 0\n                    },\n                    grid: {\n                        display: false\n                    }\n                }\n            },\n            plugins: {\n                legend: {\n                    display: flex_display[1237444597].legend\n                },\n                decimation: {\n                    enabled: true\n                },\n                tooltip: {\n                    mode: 'index',\n                    callbacks: {\n                        label: (item) => {\n                            return \" \" + item.dataset.label + \": \" + item.raw.toFixed(2) + \" \u20ac\";\n                        },\n                        footer: (items) => {\n\t                                                        return 'Total: ' + items.reduce((a, b) => a + b.parsed.y, 0).toFixed(2) + \" \u20ac\";\n\t                                                }\n                    }\n                },\n                zoom: {\n                    enabled: true,\n                    mode: 'xy',\n                    zoom: {\n                        wheel: {\n                            enabled: true                        },\n                        pinch: {\n                            enabled: true                        },\n                        drag: {\n                            enabled: true,\n                            backgroundColor: 'rgba(198, 240, 243, 0.4)',\n                            borderColor: 'rgb(113, 179, 184)',\n                            borderWidth: 0.5,\n                            drawTime: \"afterDatasetsDraw\"\n                        },\n                        onZoomStart: (event) => {\n                            Chart.unregister(Chart.Tooltip);\n                        },\n                        onZoomComplete: (event) => {\n                            Chart.register(Chart.Tooltip);\n                            event.chart.update();\n                            const showReset = event.chart.isZoomedOrPanned();\n                            const resetEl = document.getElementById(\"resetZoom1237444597\");\n                            if(resetEl) {\n                                resetEl.style.display = showReset ? \"block\" : \"none\";\n                            }\n                        }\n                    },\n                    pan: {\n                        enabled: true,\n                        mode: 'xy'\n                    },\n                    limits: {\n                        y: {\"min\": 0}\n                    }\n                }\n            }\n        }\n    };\n\n\t    if(flex_display[1237444597].image) {\n        image = new Image();\n        image.src = 'https:\/\/flex-power.energy\/wp-content\/plugins\/flex-graph-plugin\/src\/..\/public\/chamy.png';\n\n        plugin = {\n            id: 'customCanvasBackgroundImage',\n            beforeDraw: (chart) => {\n                if (image.complete) {\n                    const ctx = chart.ctx;\n                    const {top, left, width, height} = chart.chartArea;\n                    if(image.height && image.height > height) {\n                        const aspect = image.width \/ image.height;\n                        image.height = height - 20;\n                        image.width = image.height * aspect;\n                    }\n                    const x = left + width \/ 2 - image.width \/ 2;\n                    const y = top + height \/ 2 - image.height \/ 2;\n                    ctx.save();\n                    ctx.globalAlpha = 0.4;\n                    ctx.drawImage(image, x, y, image.width, image.height);\n                    ctx.restore();\n                } else {\n                    image.onload = () => chart.draw();\n                }\n            }\n        };\n        flex_config[1237444597].plugins ? flex_config[1237444597].plugins.push(plugin) : flex_config[1237444597].plugins = [plugin];\n    }\n\t    Chart.defaults.font.family = \"'Prompt', 'Helvetica Neue', 'Helvetica', 'Arial', sans-serif\";\n    flex_chart[1237444597] = new Chart(flex_canvas[1237444597], flex_config[1237444597]);\n<\/script>\n\n<p>Die obige interaktive Grafik zeigt die historische Entwicklung des FlexIndex von 2018 bis heute. Dargestellt ist ein gleitender 28-Tage-Durchschnitt der aktuellen Tageswerte, um Rauschen zu eliminieren. Sie k\u00f6nnen in das Diagramm hineinzoomen, indem Sie einen Bereich mit der Maus ausw\u00e4hlen. Der Button oben rechts setzt den Zoom zur\u00fcck. Wenn Sie mit der Maus \u00fcber die Grafik fahren, werden die expliziten Werte f\u00fcr jeden Tag angezeigt.<\/p>\n<p>Die zugrundeliegenden Daten stehen als&nbsp;<a href=\"https:\/\/forms.monday.com\/forms\/a148ec014a96cfe249417a1bc23c3911?r=use1\" style=\"outline: none;\">Download<\/a> zur Verf\u00fcgung. Am Ende dieser Seite finden Sie ein Formular, in das Sie Ihre E-Mail-Adresse eintragen k\u00f6nnen, um Zugang zu den vollst\u00e4ndigen historischen Daten des FlexIndex zu erhalten.<\/p>\n<h2>J\u00e4hrliche Einnahmen einer 2MWh-1MW-Batterie mit zwei Zyklen pro Tag<\/h2>\n<p>Um ein praxisnahes Beispiel zu geben, zeigen wir im Folgenden die Erl\u00f6se der FlexIndex-Optimierung f\u00fcr eine Batteriekonfiguration mit 2MWh, 1MW und 2 Zyklen am Tag. Der folgende Plot zeigt die Erl\u00f6se in einem rollierenden 365-Tage-Fenster, das hei\u00dft an jedem Tag werden die vorigen 365 Tage ber\u00fccksichtigt.<\/p>\n<p>Diese Erl\u00f6se beziehen sich auf die reine Optimierung der Kurzfriststromm\u00e4rkte. Erl\u00f6se aus Regelleistung werden nicht ber\u00fccksichtigt, ebenso werden Merhrerl\u00f6se aus Intraday-Intraday Trades vernachl\u00e4ssigt, in der Praxis sind also durchaus h\u00f6here Erl\u00f6se zu erwarten.<\/p>\n<div class=\"flexGraph\" style=\"position: relative; width: 100%;\">\n    <span id=\"resetZoom1019453913\" class=\"dashicons dashicons-chart-line\"\n          style=\"display: none; position: absolute;right: 0;padding: 5px;background-color: white;border: 1px solid black;border-radius: 5px;right: 5px;top: 5px; cursor: pointer;\"><\/span>\n    <canvas id=\"myChart1019453913\" style=\"width: 100%;\"><\/canvas>\n    <div class=\"downloadLink\" style=\"text-align: right; width: 100%;\">\n\t        <\/div>\n<\/div>\n<script>\n    document.getElementById(\"resetZoom1019453913\").addEventListener(\"click\", (event) => {\n        flex_chart[1019453913].resetZoom();\n        event.target.style.display = \"none\";\n    });\n\n    var flex_canvas = flex_canvas || {};\n    var flex_data = flex_data || {};\n    var flex_config = flex_config || {};\n    var flex_display = flex_display || {};\n    var flex_labels = flex_labels || [];\n    var flex_chart = flex_chart || [];\n\n    flex_display[1019453913] = {};\n    flex_canvas[1019453913] = document.getElementById('myChart1019453913');\n    if(flex_canvas[1019453913].getBoundingClientRect().width >= 769) {\n        flex_display[1019453913].padding = 20;\n        flex_display[1019453913].labels_x = true;\n        flex_display[1019453913].labels_y = true;\n        flex_display[1019453913].image = true;\n        flex_display[1019453913].legend = true;\n    }else if(flex_canvas[1019453913].getBoundingClientRect().width >= 481) {\n        flex_display[1019453913].padding = 0;\n        flex_display[1019453913].labels_x = true;\n        flex_display[1019453913].labels_y = false;\n        flex_display[1019453913].image = true;\n        flex_display[1019453913].legend = true;\n    }else{\n        flex_display[1019453913].padding = 0;\n        flex_display[1019453913].labels_x = false;\n        flex_display[1019453913].labels_y = false;\n        flex_display[1019453913].image = true;\n        flex_display[1019453913].legend = false;\n    }\n\n    flex_labels[[1019453913]] = [];\n\t    flex_labels[1019453913].push(\"02. 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   flex_config[1019453913] = {\n        type: 'line',\n        data: flex_data[1019453913],\n        options: {\n            layout: {\n                padding: flex_display[1019453913].padding\n            },\n            bezierCurve: false,\n            animation: false,\n            spanGaps: true,\n            normalized: true,\n            elements: {\n                point: {\n                    radius: 0\n                }\n            },\n            interaction: {\n                mode: 'nearest',\n                axis: 'x',\n                intersect: false\n            },\n            scales: {\n                y: {\n                    display: flex_display[1019453913].labels_y,\n                    stacked: false,\n                    ticks: {\n                        callback: (value, index) => {\n                            if(Math.floor(value) === value) {\n                                return value.toFixed(0) + \" \u20ac\";\n                            }\n                        }\n                    }\n                },\n                x: {\n                    display: flex_display[1019453913].labels_x,\n                    ticks: {\n                        autoSkip: true,\n                        autoSkipPadding: 50,\n                        maxRotation: 0\n                    },\n                    grid: {\n                        display: false\n                    }\n                }\n            },\n            plugins: {\n                legend: {\n                    display: flex_display[1019453913].legend\n                },\n                decimation: {\n                    enabled: true\n                },\n                tooltip: {\n                    mode: 'index',\n                    callbacks: {\n                        label: (item) => {\n                            return \" \" + item.dataset.label + \": \" + item.raw.toFixed(0) + \" \u20ac\";\n                        },\n                        footer: (items) => {\n\t                                                        return null;\n                                                    }\n                    }\n                },\n                zoom: {\n                    enabled: false,\n                    mode: 'xy',\n                    zoom: {\n                        wheel: {\n                            enabled: false                        },\n                        pinch: {\n                            enabled: false                        },\n                        drag: {\n                            enabled: false,\n                            backgroundColor: 'rgba(198, 240, 243, 0.4)',\n                            borderColor: 'rgb(113, 179, 184)',\n                            borderWidth: 0.5,\n                            drawTime: \"afterDatasetsDraw\"\n                        },\n                        onZoomStart: (event) => {\n                            Chart.unregister(Chart.Tooltip);\n                        },\n                        onZoomComplete: (event) => {\n                            Chart.register(Chart.Tooltip);\n                            event.chart.update();\n                            const showReset = event.chart.isZoomedOrPanned();\n                            const resetEl = document.getElementById(\"resetZoom1019453913\");\n                            if(resetEl) {\n                                resetEl.style.display = showReset ? \"block\" : \"none\";\n                            }\n                        }\n                    },\n                    pan: {\n                        enabled: false,\n                        mode: 'xy'\n                    },\n                    limits: {\n                        y: {\"min\": 0}\n                    }\n                }\n            }\n        }\n    };\n\n\t    if(flex_display[1019453913].image) {\n        image = new Image();\n        image.src = 'https:\/\/flex-power.energy\/wp-content\/plugins\/flex-graph-plugin\/src\/..\/public\/chamy.png';\n\n        plugin = {\n            id: 'customCanvasBackgroundImage',\n            beforeDraw: (chart) => {\n                if (image.complete) {\n                    const ctx = chart.ctx;\n                    const {top, left, width, height} = chart.chartArea;\n                    if(image.height && image.height > height) {\n                        const aspect = image.width \/ image.height;\n                        image.height = height - 20;\n                        image.width = image.height * aspect;\n                    }\n                    const x = left + width \/ 2 - image.width \/ 2;\n                    const y = top + height \/ 2 - image.height \/ 2;\n                    ctx.save();\n                    ctx.globalAlpha = 0.4;\n                    ctx.drawImage(image, x, y, image.width, image.height);\n                    ctx.restore();\n                } else {\n                    image.onload = () => chart.draw();\n                }\n            }\n        };\n        flex_config[1019453913].plugins ? flex_config[1019453913].plugins.push(plugin) : flex_config[1019453913].plugins = [plugin];\n    }\n\t    Chart.defaults.font.family = \"'Prompt', 'Helvetica Neue', 'Helvetica', 'Arial', sans-serif\";\n    flex_chart[1019453913] = new Chart(flex_canvas[1019453913], flex_config[1019453913]);\n<\/script>\n\n<h2><\/h2>\n<h2><span style=\"font-weight: normal;\">Nutzung des Flex Index auf Ihrer Webseite<\/span><\/h2>\n<p>Sie m\u00f6chten den FlexIndex f\u00fcr die Besucher Ihrer Webseite nutzen? Sie k\u00f6nnen den FlexIndex auf Ihrer Webseite kostenfrei einbetten. Nutzen Sie dazu diesen Code und setzen Sie ggfs. die Webseite von FlexPower, von der der FlexIndex geladen wird, auf die Whitelist Ihres Cookie Tools:<\/p>\n<p>&lt;iframe id=&#8220;embed-flex-index&#8220; src=&#8220;https:\/\/flex-power.energy\/embed-flex-index\/&#8220; style=&#8220;width: 1px; min-width: 100%; border:none&#8220;&gt;&lt;\/iframe&gt;&lt;script src=&#8220;https:\/\/flex-power.energy\/wp-content\/themes\/thrive-theme-child\/_js\/iframeResizer.js&#8220;&gt;&lt;\/script&gt;&lt;script&gt;setTimeout(function() { iFrameResize({ log: false }, &#8222;#embed-flex-index&#8220;);}, 1000);&lt;\/script&gt;<\/p>\n<h2><span style=\"font-weight: normal;\">Open-Sourcing des Optimierungsmodells&#8230;<\/span><\/h2>\n<p><a href=\"https:\/\/github.com\/FlexPwr\/bess-optimizer\" target=\"_blank\" style=\"outline: none;\">Das Modell f\u00fcr die lineare Drei-M\u00e4rkte-Optimierung ist auf unserem GitHub \u00f6ffentlich zug\u00e4nglich.<\/a> Es handelt sich um eine vereinfachte Version unseres internen Optimierungsmodells, welche auf Verst\u00e4ndlichkeit und Transparenz ausgerichtet ist. Das ver\u00f6ffentlichte Modell wird zur Berechnung des FlexIndex verwendet. Das GitHub Repository enth\u00e4lt ein Dokument mit der mathematischen Formulierung des Optimierungsproblems sowie eine Python-Implementierung des Modells unter Verwendung der kostenlosen Bibliothek Pyomo.<\/p>\n<p>Mit diesem Modell wollen wir zu einem \u00f6ffentlich zug\u00e4nglichen Wissenspool zur Flexibilit\u00e4tsoptimierung beitragen und hoffentlich einen fachlichen Diskurs anregen, von dem alle profitieren k\u00f6nnen. Wenn Sie dieses Modell benutzen oder darauf aufbauen, w\u00fcrden wir uns dar\u00fcber freuen, wenn Sie ebenfalls dazu beitragen.&nbsp;<\/p>\n<p><\/p>\n<h2 style=\"\"><span style=\"font-weight: normal;\">Wie es funktioniert<\/span><\/h2>\n<p>Das Modell folgt der Optimierungslogik, die in <a href=\"https:\/\/flex-power.energy\/de\/energieblog\/optimierung-batteriespeicher-spot-markt\/\" style=\"outline: none;\">unserem Blog-Beitrag vom Oktober letzten Jahres \u00fcber die markt\u00fcbergreifende Optimierung von Batteriespeichern<\/a> erl\u00e4utert wurde.<\/p>\n<p>Hier unsere Annahmen:<\/p>\n<ul>\n<li>Wir gehen von einem Batteriespeicher mit einer Energiekapazit\u00e4t von 1 MWh und einer Leistungskapazit\u00e4t von 1 MW aus und erlauben einen vollen Zyklus pro Tag.<\/li>\n<li>Komplexe &#8211; und oft individuelle &#8211; &nbsp;Batterieeigenschaften wie Wirkungsgrad, Entladetiefe oder Netzanschlussbedingungen werden in diesem Modell der Verst\u00e4ndlichkeit halber nicht ber\u00fccksichtigt.<\/li>\n<li>Jeder Tag wird separat betrachtet. Die Batterie beginnt um Mitternacht mit einem Ladezustand von 0% und endet 24 Stunden sp\u00e4ter mit einem Ladezustand von 0%.<\/li>\n<li>Die Positionen auf den drei M\u00e4rkten werden nacheinander optimiert, basierend auf perfekter Voraussicht. (Lesen Sie weiter unten, warum wir diese Modellierung trotzdem f\u00fcr einen konservativen Ansatz halten)<\/li>\n<\/ul>\n<p style=\"\">Um eine bessere Vorstellung davon zu bekommen, wie dies funktioniert, betrachten wir einen Beispieltag im Oktober 2023 und <a href=\"https:\/\/flex-power.energy\/de\/services\/batterievermarktung\/\" style=\"outline: none;\">f\u00fchren eine Optimierung der Batterie durch, wie wir es auch in unserer t\u00e4glichen Praxis als H\u00e4ndler und Optimierer von Batteriespeichern auf Flexibilit\u00e4tsm\u00e4rkten tun<\/a>.<\/p>\n<h3><span style=\"font-weight: normal;\">Optimierungsschritt 1<\/span><\/h3>\n<p>Wir beginnen mit Positionen in der Day-Ahead Auktion, in der wir die billigste Stunde kaufen und die teuerste Stunde verkaufen. Am Beispieltag ist die billigste Stunde 03h-04h und wir kaufen hier zu 7,77 EUR\/MWh. Die teuerste Stunde ist 19h-20h, wo wir f\u00fcr 127,36 EUR\/MWh verkaufen. Der an diesem Tag erzielte Day-Ahead-Erl\u00f6s von 119,59 EUR ist identisch mit dem High-Low-Spread der Day-Ahead-Auktion. F\u00fcr die Referenzbatterie gilt dies f\u00fcr die meisten Tage, au\u00dfer in Situationen, in denen der Tagesh\u00f6chstpreis vor dem Tagestiefpreis liegt (wir m\u00fcssen die Batterie aufladen, bevor wir sie entladen k\u00f6nnen). Man sieht, dass der Day-Ahead High-Low-Spread das Umsatzpotenzial untersch\u00e4tzt. Jedoch weist dieser eine starke Korrelation mit den Ums\u00e4tzen auf. Deshalb werben wir f\u00fcr diese Kennzahl als Index-Benchmark f\u00fcr den generellen Wert von Flexibilit\u00e4t.<\/p>\n<p>Die in der Day-Ahead-Auktion get\u00e4tigten Trades f\u00fchren zu einem bestimmten State-of-Charge-Profil. Es ist wichtig zu verstehen, dass dieses Profil noch nicht final ist. Die Day-Ahead-Positionen werden einen Tag im Voraus eingegangen. In den weiteren Schritten werden wir auf den Intraday-M\u00e4rkten um diese bestehenden Positionen herum handeln. Das State-of-Charge-Profil nach Schritt 3 ist der endg\u00fcltige Fahrplan, der in den Dispatch, also die eigentliche Anlagenschaltung, geht.<\/p>\n<p><span><img decoding=\"async\" alt=\"Optimierung eines Batteriespeichersystems (BESS) am Day-Ahead-Markt, im Durchschnitt resultierend in einem Index f\u00fcr Flexibilit\u00e4t\" data-id=\"12255\" width=\"850\" data-init-width=\"1536\" height=\"607\" data-init-height=\"1096\" title=\"Day-Ahead-Auktion Strategie\" loading=\"lazy\" src=\"https:\/\/flex-power.energy\/wp-content\/uploads\/2025\/08\/flexindex-day-ahead-flexpower.png\" data-width=\"850\" data-height=\"607\" style=\"aspect-ratio: auto 1536 \/ 1096;\"><\/span><\/p>\n<h3><span style=\"font-weight: normal;\">Optimierungsschritt 2<\/span><\/h3>\n<p>Im zweiten Schritt t\u00e4tigen wir Gesch\u00e4fte in der Intraday-Auktion, m\u00fcssen aber unsere bereits bestehenden Positionen aus der Day-Ahead-Auktion ber\u00fccksichtigen. Es stellt sich zum Beispiel heraus, dass wir in den Viertelstunden 27 und 32 hohe Preisspitzen in der Intraday Auktion haben. Nat\u00fcrlich wollen wir dort verkaufen, aber da wir unsere gesamte Energie bereits um 19-20 Uhr verkauft haben, m\u00fcssen wir einige unserer Positionen schlie\u00dfen. Daher kaufen wir einige der Viertelstunden in 19h-20h zur\u00fcck, die wir zuvor in der Day-Ahead Auktion verkauft haben. Die Trades k\u00f6nnen hier recht komplex werden, aber der Optimierungsalgorithmus findet den Fahrplan, der die zus\u00e4tzlichen Einnahmen maximiert. Am Beispieltag erh\u00f6hen sich unsere Einnahmen um 40,66 EUR durch die in der Intraday Auktion eingegangenen Positionen. Es ist zu sehen, dass die zus\u00e4tzlichen Positionen zu einem anderen, komplexeren State-of-Charge-Profil f\u00fchren.<\/p>\n<p><span><img decoding=\"async\" alt=\"Intraday-Auktionstrades bei der Optimierung einer flexiblen Anlage wie einer Batterie, Durchschnitt aller Trades als Basis f\u00fcr einen Flexibilit\u00e4tsindex am Strommarkt\" data-id=\"12258\" width=\"850\" data-init-width=\"1536\" height=\"607\" data-init-height=\"1096\" title=\"Intraday-Auktion\" loading=\"lazy\" src=\"https:\/\/flex-power.energy\/wp-content\/uploads\/2025\/08\/flexindex-intraday-auktion-flexpower.png\" data-width=\"850\" data-height=\"607\" style=\"aspect-ratio: auto 1536 \/ 1096;\"><\/span><\/p>\n<h3><span style=\"font-weight: normal;\">Optimierungsschritt 3<\/span><\/h3>\n<p>Im letzten Schritt t\u00e4tigen wir Gesch\u00e4fte auf dem kontinuierlichen Intraday-Markt, wiederum unter Ber\u00fccksichtigung unserer Positionen aus den beiden vorherigen Optimierungsschritten des Batteriespeichers. Der kontinuierliche ID-Markt ist ein <a href=\"https:\/\/flex-power.energy\/de\/school-of-flex\/pay-as-clear-bid\/\">Pay-as-bid-Markt<\/a>, im Gegensatz zu den Auktionen in den beiden vorherigen Schritten. Hier \u00e4ndern sich die Strompreise f\u00fcr jeden Viertelstundenkontrakt im Laufe der Zeit. Wir approximieren den kontinuierlichen ID-Markt mit dem ID1-Index. Der ID1 ist der volumengewichtete Durchschnittspreis aller Trades in der letzten Stunde vor Handelsschluss.<\/p>\n<p>Ansonsten ist die Logik auf dem kontinuierlichen ID-Markt identisch mit dem zweiten Optimierungsschritt. Am Beispieltag erzielen wir f\u00fcr unseren Batteriespeicher mit unseren ID-Positionen einen zus\u00e4tzlichen Ertrag von 36,45 EUR.<\/p>\n<p>Die Gesamteinnahmen am Beispieltag entsprechen der Summe der einzelnen Einnahmen der drei M\u00e4rkte, also 119,59 EUR + 40,66 EUR + 36,45 EUR = 196,70 EUR.<\/p>\n<p><span><img decoding=\"async\" alt=\"Batterieoptimierung durch kontinuierliche Intraday-Trades, Darstellung der Marktaktivit\u00e4t und des Ladezustands als Index f\u00fcr Flexibilit\u00e4t.\" data-id=\"12262\" width=\"850\" data-init-width=\"1536\" height=\"607\" data-init-height=\"1096\" title=\"Kontinuierlicher Intraday-Markt\" loading=\"lazy\" src=\"https:\/\/flex-power.energy\/wp-content\/uploads\/2025\/08\/flexindex-kontinuierlicher-intraday-markt-flexpower.png\" data-width=\"850\" data-height=\"607\" style=\"aspect-ratio: auto 1536 \/ 1096;\"><\/span><\/p>\n<h3><span style=\"font-weight: normal;\">Warum der FlexIndex trotz perfekter Prognosen ein konservativer Ansatz sind<\/span><\/h3>\n<p>Die Tatsache, dass wir hier von perfekten Preisprognosen ausgehen, k\u00f6nnte den Ansatz zu optimistisch erscheinen lassen. Perfekte Voraussicht funktioniert nur historisch. Wie soll man das in die Praxis umsetzen?<\/p>\n<p>Bei der Day-Ahead-Auktion und der Intraday-Auktion werden in der Tat nie die Ums\u00e4tze aus der Modellierung mit perfekter Voraussicht erzielt. Mit ausgefeilten Prognosemethoden und guten Kenntnissen der M\u00e4rkte kann man jedoch recht nah herankommen. Ein wichtiger Aspekt ist, dass man bei den Auktionen nur richtig vorhersagen muss, wann die h\u00f6chsten oder niedrigsten Preise auftreten werden, nicht aber, wie hoch oder niedrig sie sein werden. Das Marktr\u00e4umungsprinzip der Auktionen erledigt hier den Rest.<\/p>\n<p>Auf dem kontinuierlichen Intraday-Markt ist die Situation anders. Wie oben erw\u00e4hnt handelt es sich hier um einen Pay-as-Bid-Markt, bei dem die Preise kontinuierlich \u00fcber die Zeit variieren. In der Praxis werden die Vertr\u00e4ge zu einem bestimmten Zeitpunkt immer zu Preisen gehandelt, die h\u00f6her sind als der ID1, und zu einem anderen Zeitpunkt werden sie zu Preisen gehandelt, die niedriger sind als der ID1. Beim Intraday-Handel sieht man jederzeit live, zu welchem Preis jede Viertelstunde gerade gehandelt wird, und kann entsprechend Positionen eingehen. Hier sind keine Prognosen erforderlich. Sobald Sie einen anderen, h\u00f6heren Spread zwischen anderen Viertelstunden sehen, schlie\u00dfen Sie Ihre bestehenden Positionen und realisieren den h\u00f6heren Spread. Hier zeigen flexible Anlagen wie Batteriespeicher ihr volles Potenzial und werden fast zu einem Cheat-Code f\u00fcr kurzfristigen Handel. Mit einem gut durchdachten Flexibilit\u00e4tsalgorithmus und einem erfahrenen Handelsteam, das in hitzigen Situationen \u00fcbernimmt, werden Sie die ID1-Approximation <em>deutlich&nbsp;<\/em>\u00fcbertreffen. Dar\u00fcber hinaus ist der FlexIndex ein Spot-Index und ignoriert FCR, aFRR und regulatorische Arbitrage, was zweifellos weiteres Umsatzpotenzial bietet.<\/p>\n<p>Man sagt, <a href=\"https:\/\/flex-power.energy\/de\/energieblog\/modellierung-batterie-speicher-strommarkt\/\" target=\"_blank\">&#8222;Alle Modelle sind falsch, aber einige sind n\u00fctzlich&#8220;<\/a>: Wir haben uns entschieden, den FlexIndex auf Basis einer Methode zu definieren, die so einfach wie m\u00f6glich und so komplex wie n\u00f6tig ist. Wir ignorieren die Volatilit\u00e4t innerhalb des Intraday-Produkts, da deren Ber\u00fccksichtigung zu einem Modell f\u00fchren w\u00fcrde, welches weder reproduzierbar noch allgemein verst\u00e4ndlich ist. Das hier vorgestellte Modell und der resultierende FlexIndex stellen eine allgemein verst\u00e4ndliche Referenz f\u00fcr den Wert von Flexibilit\u00e4t dar.&nbsp;<\/p>\n<h2 style=\"\"><span style=\"font-weight: normal;\">Abruf von Rohdaten<\/span><\/h2>\n<p style=\"\"><span style=\"font-weight: normal;\">Geben Sie Ihre Kontaktdaten ein, um Zugang zum historischen FlexIndex-Datensatz zu erhalten.<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>FlexIndex &#8222;Wie viel Geld kann ich mit einer Batterie verdienen?&#8220;, werden wir oft gefragt. Auf dieser Seite ver\u00f6ffentlichen wir unseren FlexIndex, eine transparente Referenz f\u00fcr den Wert von Flexibilit\u00e4t auf dem deutschen Strommarkt. Um einen umfassenden und transparenten Flexibilit\u00e4tsindex zu erhalten, open-sourcen wir unser zugrundeliegendes markt\u00fcbergreifendes Optimierungsmodell. Der FlexIndex ist eine transparente Referenz f\u00fcr den [&hellip;]<\/p>\n","protected":false},"author":21,"featured_media":0,"parent":0,"menu_order":2,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":"","tve_updated_post":"","tve_custom_css":"","tve_user_custom_css":"","tve_globals":{},"tcb2_ready":1,"tcb_editor_enabled":1,"tve_landing_page":"tcb2-homepage-service-business-focused","_tve_header":"13621","_tve_footer":"2663"},"class_list":["post-6425","page","type-page","status-publish","hentry","post-wrapper","thrv_wrapper"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO Pro 4.9.8 - aioseo.com -->\n\t<meta name=\"description\" content=\"&quot;Wie viel Geld kann ich mit einer Batterie verdienen?&quot;, werden wir oft gefragt. 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