diff --git a/package-lock.json b/package-lock.json
index 2e0b1a8..9916707 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -13,6 +13,7 @@
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         "@mui/lab": "^5.0.0-alpha.165",
         "@mui/material": "^5.15.3",
+        "@mui/x-charts": "^8.9.0",
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         "@types/plotly.js": "^2.35.2",
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@@ -28,7 +29,7 @@
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         "react-router-dom": "^6.21.1",
-        "recharts": "^2.15.1"
+        "recharts": "^2.15.4"
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-      "funding": {
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@@ -1164,17 +1121,6 @@
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-      "resolved": "https://registry.npmjs.org/@jridgewell/source-map/-/source-map-0.3.10.tgz",
-      "integrity": "sha512-0pPkgz9dY+bijgistcTTJ5mR+ocqRXLuhXHYdzoMmmoJ2C9S46RCm2GMUbatPEUK9Yjy26IrAy8D/M00lLkv+Q==",
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@@ -1902,6 +1848,200 @@
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+      "resolved": "https://registry.npmjs.org/@mui/x-charts/-/x-charts-8.9.0.tgz",
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+        "@mui/utils": "^7.2.0",
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+        "@emotion/styled": {
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+    "node_modules/@mui/x-charts-vendor": {
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+        "react": "^17.0.0 || ^18.0.0 || ^19.0.0"
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+    "node_modules/@mui/x-internal-gestures": {
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+      "resolved": "https://registry.npmjs.org/@mui/x-internal-gestures/-/x-internal-gestures-0.2.1.tgz",
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@@ -2088,6 +2218,12 @@
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       "integrity": "sha512-UxhIZQ+QInVdunkDAaiazvvT/+fXL5Osr0JZlJulepYu6Jd7qJtDZjlur0emRlT71EN3ScPoE7gvsuIKKNavKw==",
+      "dev": true,
       "funding": [
         {
           "type": "opencollective",
@@ -8398,6 +7599,15 @@
         "punycode": "^2.1.0"
       }
     },
+    "node_modules/use-sync-external-store": {
+      "version": "1.5.0",
+      "resolved": "https://registry.npmjs.org/use-sync-external-store/-/use-sync-external-store-1.5.0.tgz",
+      "integrity": "sha512-Rb46I4cGGVBmjamjphe8L/UnvJD+uPPtTkNvX5mZgqdbavhI4EbgIWJiIHXJ8bc/i9EQGPRh4DwEURJ552Do0A==",
+      "license": "MIT",
+      "peerDependencies": {
+        "react": "^16.8.0 || ^17.0.0 || ^18.0.0 || ^19.0.0"
+      }
+    },
     "node_modules/util-deprecate": {
       "version": "1.0.2",
       "resolved": "https://registry.npmjs.org/util-deprecate/-/util-deprecate-1.0.2.tgz",
@@ -8551,20 +7761,6 @@
         "pbf": "^3.2.1"
       }
     },
-    "node_modules/watchpack": {
-      "version": "2.4.4",
-      "resolved": "https://registry.npmjs.org/watchpack/-/watchpack-2.4.4.tgz",
-      "integrity": "sha512-c5EGNOiyxxV5qmTtAB7rbiXxi1ooX1pQKMLX/MIabJjRA0SJBQOjKF+KSVfHkr9U1cADPon0mRiVe/riyaiDUA==",
-      "license": "MIT",
-      "peer": true,
-      "dependencies": {
-        "glob-to-regexp": "^0.4.1",
-        "graceful-fs": "^4.1.2"
-      },
-      "engines": {
-        "node": ">=10.13.0"
-      }
-    },
     "node_modules/weak-map": {
       "version": "1.0.8",
       "resolved": "https://registry.npmjs.org/weak-map/-/weak-map-1.0.8.tgz",
@@ -8580,93 +7776,11 @@
         "get-canvas-context": "^1.0.1"
       }
     },
-    "node_modules/webpack": {
-      "version": "5.100.1",
-      "resolved": "https://registry.npmjs.org/webpack/-/webpack-5.100.1.tgz",
-      "integrity": "sha512-YJB/ESPUe2Locd0NKXmw72Dx8fZQk1gTzI6rc9TAT4+Sypbnhl8jd8RywB1bDsDF9Dy1RUR7gn3q/ZJTd0OZZg==",
-      "license": "MIT",
-      "peer": true,
-      "dependencies": {
-        "@types/eslint-scope": "^3.7.7",
-        "@types/estree": "^1.0.8",
-        "@types/json-schema": "^7.0.15",
-        "@webassemblyjs/ast": "^1.14.1",
-        "@webassemblyjs/wasm-edit": "^1.14.1",
-        "@webassemblyjs/wasm-parser": "^1.14.1",
-        "acorn": "^8.15.0",
-        "acorn-import-phases": "^1.0.3",
-        "browserslist": "^4.24.0",
-        "chrome-trace-event": "^1.0.2",
-        "enhanced-resolve": "^5.17.2",
-        "es-module-lexer": "^1.2.1",
-        "eslint-scope": "5.1.1",
-        "events": "^3.2.0",
-        "glob-to-regexp": "^0.4.1",
-        "graceful-fs": "^4.2.11",
-        "json-parse-even-better-errors": "^2.3.1",
-        "loader-runner": "^4.2.0",
-        "mime-types": "^2.1.27",
-        "neo-async": "^2.6.2",
-        "schema-utils": "^4.3.2",
-        "tapable": "^2.1.1",
-        "terser-webpack-plugin": "^5.3.11",
-        "watchpack": "^2.4.1",
-        "webpack-sources": "^3.3.3"
-      },
-      "bin": {
-        "webpack": "bin/webpack.js"
-      },
-      "engines": {
-        "node": ">=10.13.0"
-      },
-      "funding": {
-        "type": "opencollective",
-        "url": "https://opencollective.com/webpack"
-      },
-      "peerDependenciesMeta": {
-        "webpack-cli": {
-          "optional": true
-        }
-      }
-    },
-    "node_modules/webpack-sources": {
-      "version": "3.3.3",
-      "resolved": "https://registry.npmjs.org/webpack-sources/-/webpack-sources-3.3.3.tgz",
-      "integrity": "sha512-yd1RBzSGanHkitROoPFd6qsrxt+oFhg/129YzheDGqeustzX0vTZJZsSsQjVQC4yzBQ56K55XU8gaNCtIzOnTg==",
-      "license": "MIT",
-      "peer": true,
-      "engines": {
-        "node": ">=10.13.0"
-      }
-    },
-    "node_modules/webpack/node_modules/eslint-scope": {
-      "version": "5.1.1",
-      "resolved": "https://registry.npmjs.org/eslint-scope/-/eslint-scope-5.1.1.tgz",
-      "integrity": "sha512-2NxwbF/hZ0KpepYN0cNbo+FN6XoK7GaHlQhgx/hIZl6Va0bF45RQOOwhLIy8lQDbuCiadSLCBnH2CFYquit5bw==",
-      "license": "BSD-2-Clause",
-      "peer": true,
-      "dependencies": {
-        "esrecurse": "^4.3.0",
-        "estraverse": "^4.1.1"
-      },
-      "engines": {
-        "node": ">=8.0.0"
-      }
-    },
-    "node_modules/webpack/node_modules/estraverse": {
-      "version": "4.3.0",
-      "resolved": "https://registry.npmjs.org/estraverse/-/estraverse-4.3.0.tgz",
-      "integrity": "sha512-39nnKffWz8xN1BU/2c79n9nB9HDzo0niYUqx6xyqUnyoAnQyyWpOTdZEeiCch8BBu515t4wp9ZmgVfVhn9EBpw==",
-      "license": "BSD-2-Clause",
-      "peer": true,
-      "engines": {
-        "node": ">=4.0"
-      }
-    },
     "node_modules/which": {
       "version": "2.0.2",
       "resolved": "https://registry.npmjs.org/which/-/which-2.0.2.tgz",
       "integrity": "sha512-BLI3Tl1TW3Pvl70l3yq3Y64i+awpwXqsGBYWkkqMtnbXgrMD+yj7rhW0kuEDxzJaYXGjEW5ogapKNMEKNMjibA==",
+      "dev": true,
       "license": "ISC",
       "dependencies": {
         "isexe": "^2.0.0"
@@ -8697,100 +7811,6 @@
         "object-assign": "^4.1.0"
       }
     },
-    "node_modules/wrap-ansi": {
-      "version": "8.1.0",
-      "resolved": "https://registry.npmjs.org/wrap-ansi/-/wrap-ansi-8.1.0.tgz",
-      "integrity": "sha512-si7QWI6zUMq56bESFvagtmzMdGOtoxfR+Sez11Mobfc7tm+VkUckk9bW2UeffTGVUbOksxmSw0AA2gs8g71NCQ==",
-      "license": "MIT",
-      "dependencies": {
-        "ansi-styles": "^6.1.0",
-        "string-width": "^5.0.1",
-        "strip-ansi": "^7.0.1"
-      },
-      "engines": {
-        "node": ">=12"
-      },
-      "funding": {
-        "url": "https://github.com/chalk/wrap-ansi?sponsor=1"
-      }
-    },
-    "node_modules/wrap-ansi-cjs": {
-      "name": "wrap-ansi",
-      "version": "7.0.0",
-      "resolved": "https://registry.npmjs.org/wrap-ansi/-/wrap-ansi-7.0.0.tgz",
-      "integrity": "sha512-YVGIj2kamLSTxw6NsZjoBxfSwsn0ycdesmc4p+Q21c5zPuZ1pl+NfxVdxPtdHvmNVOQ6XSYG4AUtyt/Fi7D16Q==",
-      "license": "MIT",
-      "dependencies": {
-        "ansi-styles": "^4.0.0",
-        "string-width": "^4.1.0",
-        "strip-ansi": "^6.0.0"
-      },
-      "engines": {
-        "node": ">=10"
-      },
-      "funding": {
-        "url": "https://github.com/chalk/wrap-ansi?sponsor=1"
-      }
-    },
-    "node_modules/wrap-ansi-cjs/node_modules/emoji-regex": {
-      "version": "8.0.0",
-      "resolved": "https://registry.npmjs.org/emoji-regex/-/emoji-regex-8.0.0.tgz",
-      "integrity": "sha512-MSjYzcWNOA0ewAHpz0MxpYFvwg6yjy1NG3xteoqz644VCo/RPgnr1/GGt+ic3iJTzQ8Eu3TdM14SawnVUmGE6A==",
-      "license": "MIT"
-    },
-    "node_modules/wrap-ansi-cjs/node_modules/string-width": {
-      "version": "4.2.3",
-      "resolved": "https://registry.npmjs.org/string-width/-/string-width-4.2.3.tgz",
-      "integrity": "sha512-wKyQRQpjJ0sIp62ErSZdGsjMJWsap5oRNihHhu6G7JVO/9jIB6UyevL+tXuOqrng8j/cxKTWyWUwvSTriiZz/g==",
-      "license": "MIT",
-      "dependencies": {
-        "emoji-regex": "^8.0.0",
-        "is-fullwidth-code-point": "^3.0.0",
-        "strip-ansi": "^6.0.1"
-      },
-      "engines": {
-        "node": ">=8"
-      }
-    },
-    "node_modules/wrap-ansi/node_modules/ansi-regex": {
-      "version": "6.1.0",
-      "resolved": "https://registry.npmjs.org/ansi-regex/-/ansi-regex-6.1.0.tgz",
-      "integrity": "sha512-7HSX4QQb4CspciLpVFwyRe79O3xsIZDDLER21kERQ71oaPodF8jL725AgJMFAYbooIqolJoRLuM81SpeUkpkvA==",
-      "license": "MIT",
-      "engines": {
-        "node": ">=12"
-      },
-      "funding": {
-        "url": "https://github.com/chalk/ansi-regex?sponsor=1"
-      }
-    },
-    "node_modules/wrap-ansi/node_modules/ansi-styles": {
-      "version": "6.2.1",
-      "resolved": "https://registry.npmjs.org/ansi-styles/-/ansi-styles-6.2.1.tgz",
-      "integrity": "sha512-bN798gFfQX+viw3R7yrGWRqnrN2oRkEkUjjl4JNn4E8GxxbjtG3FbrEIIY3l8/hrwUwIeCZvi4QuOTP4MErVug==",
-      "license": "MIT",
-      "engines": {
-        "node": ">=12"
-      },
-      "funding": {
-        "url": "https://github.com/chalk/ansi-styles?sponsor=1"
-      }
-    },
-    "node_modules/wrap-ansi/node_modules/strip-ansi": {
-      "version": "7.1.0",
-      "resolved": "https://registry.npmjs.org/strip-ansi/-/strip-ansi-7.1.0.tgz",
-      "integrity": "sha512-iq6eVVI64nQQTRYq2KtEg2d2uU7LElhTJwsH4YzIHZshxlgZms/wIc4VoDQTlG/IvVIrBKG06CrZnp0qv7hkcQ==",
-      "license": "MIT",
-      "dependencies": {
-        "ansi-regex": "^6.0.1"
-      },
-      "engines": {
-        "node": ">=12"
-      },
-      "funding": {
-        "url": "https://github.com/chalk/strip-ansi?sponsor=1"
-      }
-    },
     "node_modules/wrappy": {
       "version": "1.0.2",
       "resolved": "https://registry.npmjs.org/wrappy/-/wrappy-1.0.2.tgz",
diff --git a/package.json b/package.json
index 473284c..ee73d8b 100644
--- a/package.json
+++ b/package.json
@@ -15,6 +15,7 @@
     "@mui/icons-material": "^5.15.3",
     "@mui/lab": "^5.0.0-alpha.165",
     "@mui/material": "^5.15.3",
+    "@mui/x-charts": "^8.9.0",
     "@mui/x-tree-view": "^7.26.0",
     "@types/plotly.js": "^2.35.2",
     "axios": "^1.8.4",
@@ -30,7 +31,7 @@
     "react-google-charts": "^5.2.1",
     "react-plotly.js": "^2.6.0",
     "react-router-dom": "^6.21.1",
-    "recharts": "^2.15.1"
+    "recharts": "^2.15.4"
   },
   "devDependencies": {
     "@types/react": "^18.2.43",
diff --git a/src/pages/Maintenance.tsx b/src/pages/Maintenance.tsx
index 26fd508..c4613fb 100644
--- a/src/pages/Maintenance.tsx
+++ b/src/pages/Maintenance.tsx
@@ -1,14 +1,13 @@
 import { useState, useEffect } from 'react';
 import { Box, Paper, Typography, Fade, useTheme, AppBar, Toolbar, Chip } from '@mui/material';
-import Plot from 'react-plotly.js';
-import { Layout, PlotData } from 'plotly.js';
+import { LineChart } from '@mui/x-charts/LineChart';
 import { config } from '../config/env';
 
 interface DataItem {
   now_timestamp: string;
   future_timestamp: string;
   power: string;
-  power_future_15min: string;
+  power_future_min: string;
   positive_3p: string;
   negative_3p: string;
   positive_7p: string;
@@ -21,79 +20,27 @@ const API_BASE_URL = config.apiUrl;
 const Maintenance = () => {
   const theme = useTheme();
   
-  const [chartData, setChartData] = useState<Partial<PlotData>[]>([]);
+  const [data, setData] = useState<DataItem[]>([]);
   const [currentFlag, setCurrentFlag] = useState<string>('');
+  const [loading, setLoading] = useState(true);
 
   useEffect(() => {
     const fetchData = async () => {
       try {
+        setLoading(true);
         const response = await fetch(`${API_BASE_URL}/prom/get_chart_data/maintenance/20`);
         const result = await response.json();
         
         if (result.data && result.data.length > 0) {
           const last20Data = result.data.slice(-20);
           setCurrentFlag(last20Data[last20Data.length - 1].flag);
-          
-          const traces: Partial<PlotData>[] = [
-            {
-              x: last20Data.map((item: DataItem) => item.now_timestamp),
-              y: last20Data.map((item: DataItem) => parseFloat(item.power)),
-              type: 'scatter' as const,
-              mode: 'lines+markers' as const,
-              name: 'Current Power',
-              line: { color: '#2196f3', width: 2 },
-              marker: { size: 6, symbol: 'circle' }
-            },
-            {
-              x: last20Data.map((item: DataItem) => item.future_timestamp),
-              y: last20Data.map((item: DataItem) => parseFloat(item.power_future_15min)),
-              type: 'scatter' as const,
-              mode: 'lines+markers' as const,
-              name: 'Predicted (15min)',
-              line: { color: '#4caf50', width: 2, dash: 'dot' },
-              marker: { size: 6, symbol: 'circle' }
-            },
-            {
-              x: last20Data.map((item: DataItem) => item.future_timestamp),
-              y: last20Data.map((item: DataItem) => parseFloat(item.positive_3p)),
-              type: 'scatter' as const,
-              mode: 'lines' as const,
-              name: '+3% Positive',
-              line: { color: '#2ca02c', width: 1.5 },
-              showlegend: true,
-            },
-            {
-              x: last20Data.map((item: DataItem) => item.future_timestamp),
-              y: last20Data.map((item: DataItem) => parseFloat(item.negative_3p)),
-              type: 'scatter' as const,
-              mode: 'lines' as const,
-              name: '-3% Negative',
-              line: { color: '#d62728', width: 1.5 },
-              showlegend: true,
-            },
-            {
-              x: last20Data.map((item: DataItem) => item.future_timestamp),
-              y: last20Data.map((item: DataItem) => parseFloat(item.positive_7p)),
-              type: 'scatter' as const,
-              mode: 'lines' as const,
-              name: '+7% Positive',
-              line: { color: '#9467bd', width: 1.5 },
-              showlegend: true,
-            },
-            {
-              x: last20Data.map((item: DataItem) => item.future_timestamp),
-              y: last20Data.map((item: DataItem) => parseFloat(item.negative_7p)),
-              type: 'scatter' as const,
-              mode: 'lines' as const,
-              name: '-7% Negative',
-              line: { color: '#8c564b', width: 1.5 },
-              showlegend: true,
-            }
-          ];
-          setChartData(traces);
+          setData(last20Data);
+          console.log('Fetched data:', last20Data);
         }
       } catch (error) {
         console.error('Error fetching data:', error);
+      } finally {
+        setLoading(false);
       }
     };
 
@@ -102,58 +49,88 @@ const Maintenance = () => {
     return () => clearInterval(interval);
   }, []);
 
-  const layout: Partial<Layout> = {
-    xaxis: {
-      title: {
-        text: 'Time',
-        font: { size: 14, color: '#666', family: undefined }
-      },
-      type: 'date',
-      gridcolor: '#eee',
-      tickfont: { size: 12, family: undefined, color: '#666' },
-      showgrid: true,
-      gridwidth: 1,
-      rangeslider: { visible: true }
-    },
-    yaxis: {
-      title: {
-        text: 'Power (W)',
-        font: { size: 14, color: '#666', family: undefined }
-      },
-      gridcolor: '#eee',
-      tickfont: { size: 12, family: undefined, color: '#666' },
-      showgrid: true,
-      gridwidth: 1,
-      rangemode: 'tozero' as const,
-      fixedrange: false,
-      range: [0, Math.max(...chartData.flatMap(trace => trace.y as number[]).filter(Boolean)) * 1.1]
-    },
-    showlegend: true,
-    legend: {
-      orientation: 'h',
-      y: -0.2,
-      x: 0.5,
-      xanchor: 'center',
-      yanchor: 'top',
-      font: {
-        size: 12,
-        family: theme.typography.fontFamily,
-        color: theme.palette.text.secondary
-      },
-      bgcolor: 'rgba(255, 255, 255, 0)',
-      bordercolor: 'rgba(255, 255, 255, 0)'
-    },
-    margin: { t: 60, b: 100, l: 60, r: 20 },
-    plot_bgcolor: 'rgba(0,0,0,0)',
-    paper_bgcolor: 'rgba(0,0,0,0)',
-    hovermode: 'closest',
-    modebar: {
-      bgcolor: 'rgba(255, 255, 255, 0)',
-      color: theme.palette.text.secondary,
-      activecolor: theme.palette.primary.main
+  // Process data for charts
+  const prepareChartData = () => {
+    if (!data || data.length === 0) {
+      console.log('No data available, using fallback data');
+      // Fallback data for testing
+      const now = new Date();
+      const fallbackData = Array.from({ length: 10 }, (_, i) => ({
+        currentTimestamp: new Date(now.getTime() - (9 - i) * 60000), // 1 minute intervals
+        futureTimestamp: new Date(now.getTime() - (9 - i) * 60000 + 3 * 60000), // 3 minutes in the future
+        currentPower: 95 + Math.random() * 10,
+        predictedPower: 115 + Math.random() * 10,
+        positive3p: 118 + Math.random() * 5,
+        negative3p: 112 + Math.random() * 5,
+        positive7p: 123 + Math.random() * 5,
+        negative7p: 107 + Math.random() * 5,
+      }));
+      return fallbackData;
     }
+
+    const processedData = data.map(item => {
+      const currentPower = parseFloat(item.power) || 0;
+      const predictedPower = parseFloat(item.power_future_min) || currentPower * 1.1; // Fallback to 10% higher than current
+      
+      return {
+        currentTimestamp: new Date(item.now_timestamp),
+        futureTimestamp: new Date(item.future_timestamp),
+        currentPower: currentPower,
+        predictedPower: predictedPower,
+        positive3p: parseFloat(item.positive_3p) || predictedPower * 1.03,
+        negative3p: parseFloat(item.negative_3p) || predictedPower * 0.97,
+        positive7p: parseFloat(item.positive_7p) || predictedPower * 1.07,
+        negative7p: parseFloat(item.negative_7p) || predictedPower * 0.93,
+      };
+    });
+
+    console.log('Processed chart data:', processedData);
+    console.log('Data validation:', {
+      hasCurrentPower: processedData.some(d => d.currentPower > 0),
+      hasPredictedPower: processedData.some(d => d.predictedPower > 0),
+      currentPowerRange: [Math.min(...processedData.map(d => d.currentPower)), Math.max(...processedData.map(d => d.currentPower))],
+      predictedPowerRange: [Math.min(...processedData.map(d => d.predictedPower)), Math.max(...processedData.map(d => d.predictedPower))],
+      rawDataSample: data.slice(0, 2).map(item => ({
+        power: item.power,
+        power_future_min: item.power_future_min,
+        parsedCurrent: parseFloat(item.power),
+        parsedPredicted: parseFloat(item.power_future_min)
+      }))
+    });
+    return processedData;
   };
 
+  const chartData = prepareChartData();
+
+  // Extract data arrays for charts
+  const currentTimestamps = chartData.map(item => item.currentTimestamp);
+  const futureTimestamps = chartData.map(item => item.futureTimestamp);
+  
+  const currentPowerData = chartData.map(item => item.currentPower);
+  const predictedPowerData = chartData.map(item => item.predictedPower);
+  const positive3pData = chartData.map(item => item.positive3p);
+  const negative3pData = chartData.map(item => item.negative3p);
+  const positive7pData = chartData.map(item => item.positive7p);
+  const negative7pData = chartData.map(item => item.negative7p);
+
+  // Debug logging
+  console.log('Chart arrays:', {
+    currentTimestamps: currentTimestamps.length,
+    futureTimestamps: futureTimestamps.length,
+    currentPower: currentPowerData.length,
+    predictedPower: predictedPowerData.length,
+    positive3p: positive3pData.length,
+    negative3p: negative3pData.length,
+    positive7p: positive7pData.length,
+    negative7p: negative7pData.length,
+  });
+  console.log('Sample timestamps:', {
+    current: currentTimestamps.slice(0, 3),
+    future: futureTimestamps.slice(0, 3),
+    currentPower: currentPowerData.slice(0, 3),
+    predictedPower: predictedPowerData.slice(0, 3),
+  });
+
   return (
     <Box sx={{ flexGrow: 1, bgcolor: theme.palette.background.default }}>
       <AppBar 
@@ -221,23 +198,69 @@ const Maintenance = () => {
             }}
           >
             <Box sx={{ height: 'calc(100vh - 200px)', minHeight: '500px' }}>
-              <Plot
-                data={chartData}
-                layout={layout}
-                config={{ 
-                  responsive: true,
-                  displayModeBar: true,
-                  displaylogo: false,
-                  modeBarButtonsToRemove: ['lasso2d', 'select2d'],
-                  toImageButtonOptions: {
-                    format: 'png',
-                    filename: 'power_consumption_chart',
-                    height: 1000,
-                    width: 1500,
-                    scale: 2
+              <LineChart
+                height={500}
+                skipAnimation={false}
+                series={[
+                  { 
+                    data: currentPowerData, 
+                    label: 'Current Power',
+                    color: '#028a4a', // B'GREEN brand color
+                    showMark: true,
+                    curve: 'linear'
+                  },
+                  { 
+                    data: predictedPowerData, 
+                    label: 'Predicted (3min)',
+                    color: '#ff9800',
+                    showMark: true,
+                    curve: 'linear'
+                  },
+                  { 
+                    data: positive3pData, 
+                    label: '+3% Positive',
+                    color: '#2ca02c',
+                    showMark: false 
+                  },
+                  { 
+                    data: negative3pData, 
+                    label: '-3% Negative',
+                    color: '#d62728',
+                    showMark: false 
+                  },
+                  { 
+                    data: positive7pData, 
+                    label: '+7% Positive',
+                    color: '#9467bd',
+                    showMark: false 
+                  },
+                  { 
+                    data: negative7pData, 
+                    label: '-7% Negative',
+                    color: '#8c564b',
+                    showMark: false 
+                  },
+                ]}
+                xAxis={[
+                  {
+                    scaleType: 'time',
+                    data: [...currentTimestamps, ...futureTimestamps],
+                    valueFormatter: (value: Date) => value.toLocaleTimeString(),
+                  },
+                ]}
+                yAxis={[
+                  { 
+                    width: 50,
+                    valueFormatter: (value: number) => `${value} W`,
                   }
+                ]}
+                margin={{ right: 24 }}
+                slotProps={{
+                  legend: {
+                    direction: 'horizontal',
+                    position: { vertical: 'top', horizontal: 'center' },
+                  },
                 }}
-                style={{ width: '100%', height: '100%' }}
               />
             </Box>
           </Paper>
diff --git a/src/pages/Temperature.tsx b/src/pages/Temperature.tsx
index 56f4c4e..a800b44 100644
--- a/src/pages/Temperature.tsx
+++ b/src/pages/Temperature.tsx
@@ -3,19 +3,9 @@ import { Box, Paper, Typography, Fade, useTheme, Grid, AppBar, Toolbar, Circular
 import RefreshIcon from '@mui/icons-material/Refresh';
 import CheckCircleIcon from '@mui/icons-material/CheckCircle';
 import CancelIcon from '@mui/icons-material/Cancel';
-import Plot from 'react-plotly.js';
-import { Layout, PlotData, Config } from 'plotly.js';
+import { LineChart } from '@mui/x-charts/LineChart';
 import { config } from '../config/env';
 
-// Extend the Window interface to include Google Charts
-declare global {
-  interface Window {
-    google?: {
-      charts?: any;
-    };
-  }
-}
-
 // Define the structure of our data
 interface ChartData {
   power: string;
@@ -36,8 +26,6 @@ const Temperature = () => {
   const [lastUpdated, setLastUpdated] = useState<Date | null>(null);
   const [refreshing, setRefreshing] = useState(false);
   const [decisionLoading, setDecisionLoading] = useState(false);
-  const [powerZoom, setPowerZoom] = useState<{xRange?: [number, number]; yRange?: [number, number]}>({});
-  const [tempZoom, setTempZoom] = useState<{xRange?: [number, number]; yRange?: [number, number]}>({});
   const [alert, setAlert] = useState<{ open: boolean; message: string; severity: 'success' | 'error' }>({
     open: false,
     message: '',
@@ -45,7 +33,7 @@ const Temperature = () => {
   });
   
   // Use refs to keep track of the interval
-  const intervalRef = useRef<NodeJS.Timeout | null>(null);
+  const intervalRef = useRef<ReturnType<typeof setInterval> | null>(null);
   const updateIntervalMs = 5000; // 5 seconds refresh rate
 
   // Create a memoized fetchData function with useCallback
@@ -125,216 +113,46 @@ const Temperature = () => {
     };
   }, [fetchData]);
 
-  // Process data for Plotly charts
-  const preparePlotlyData = () => {
-    if (!data || data.length === 0) return { powerData: [], tempData: [] };
-
-    const currentTimestamps = data.map(item => new Date(item.now_timestamp));
-    const futureTimestamps = data.map(item => new Date(item.future_timestamp));
-    const currentPower = data.map(item => parseFloat(item.power));
-    const predictedPower = data.map(item => parseFloat(item.power_future_min));
-    const currentTemp = data.map(item => parseFloat(item.env_temp_cur));
-    const predictedTemp = data.map(item => parseFloat(item.env_temp_min));
-
-    // Calculate min and max values for range sliders
-    const powerMin = Math.min(...currentPower, ...predictedPower);
-    const powerMax = Math.max(...currentPower, ...predictedPower);
-    const tempMin = Math.min(...currentTemp, ...predictedTemp);
-    const tempMax = Math.max(...currentTemp, ...predictedTemp);
-
-    const powerData: Partial<PlotData>[] = [
-      {
-        x: currentTimestamps,
-        y: currentPower,
-        type: 'scatter',
-        mode: 'lines+markers',
-        name: 'Current Power',
-        line: { color: theme.palette.primary.main, width: 2 },
-        marker: { size: 6 }
-      },
-      {
-        x: futureTimestamps,
-        y: predictedPower,
-        type: 'scatter',
-        mode: 'lines+markers',
-        name: 'Predicted Power',
-        line: { color: theme.palette.success.main, width: 2, dash: 'dash' },
-        marker: { size: 6 }
-      },
-      // Range slider trace
-      {
-        x: [...currentTimestamps, ...futureTimestamps],
-        y: Array(currentTimestamps.length + futureTimestamps.length).fill(0.5),
-        type: 'scatter',
-        mode: 'lines',
-        name: 'Y Range',
-        yaxis: 'y2',
-        line: { color: 'transparent' },
-        showlegend: false,
-        hoverinfo: 'skip' as const
-      }
-    ];
-
-    const tempData: Partial<PlotData>[] = [
-      {
-        x: currentTimestamps,
-        y: currentTemp,
-        type: 'scatter',
-        mode: 'lines+markers',
-        name: 'Current Temperature',
-        line: { color: theme.palette.primary.main, width: 2 },
-        marker: { size: 6 }
-      },
-      {
-        x: futureTimestamps,
-        y: predictedTemp,
-        type: 'scatter',
-        mode: 'lines+markers',
-        name: 'Predicted Temperature',
-        line: { color: theme.palette.success.main, width: 2, dash: 'dash' },
-        marker: { size: 6 }
-      },
-      // Range slider trace
-      {
-        x: [...currentTimestamps, ...futureTimestamps],
-        y: Array(currentTimestamps.length + futureTimestamps.length).fill(0.5),
-        type: 'scatter',
-        mode: 'lines',
-        name: 'Y Range',
-        yaxis: 'y2',
-        line: { color: 'transparent' },
-        showlegend: false,
-        hoverinfo: 'skip' as const
-      }
-    ];
-
-    return { 
-      powerData, 
-      tempData,
-      ranges: {
-        power: { min: powerMin, max: powerMax },
-        temp: { min: tempMin, max: tempMax }
-      }
-    };
-  };
-
-  const { powerData, tempData, ranges } = preparePlotlyData();
-
-  // Common layout settings for both charts
-  const commonLayoutSettings: Partial<Layout> = {
-    showlegend: true,
-    legend: {
-      orientation: 'h',
-      y: -0.2,
-      x: 0.5,
-      xanchor: 'center',
-      yanchor: 'top',
-      font: {
-        size: 12,
-        family: theme.typography.fontFamily,
-        color: theme.palette.text.secondary
-      },
-      bgcolor: 'rgba(255, 255, 255, 0)',
-      bordercolor: 'rgba(255, 255, 255, 0)'
-    },
-    margin: { t: 60, b: 100, l: 60, r: 60 }, // Increased right margin for Y-axis range slider
-    plot_bgcolor: 'rgba(0,0,0,0)',
-    paper_bgcolor: 'rgba(0,0,0,0)',
-    hovermode: 'closest',
-    xaxis: {
-      type: 'date',
-      gridcolor: theme.palette.divider,
-      tickfont: { size: 12, color: theme.palette.text.secondary },
-      showgrid: true,
-      rangeslider: { visible: true }
-    },
-    yaxis2: {
-      overlaying: 'y',
-      side: 'right',
-      showgrid: false,
-      zeroline: false,
-      showticklabels: false,
-      range: [0, 1],
-      rangeslider: {
-        visible: true,
-        thickness: 0.1,
-        bgcolor: 'rgba(0,0,0,0)',
-        bordercolor: theme.palette.divider
-      }
+  // Process data for charts
+  const prepareChartData = () => {
+    if (!data || data.length === 0) {
+      console.log('No data available, using fallback data');
+      // Fallback data for testing
+      const now = new Date();
+      const fallbackData = Array.from({ length: 10 }, (_, i) => ({
+        currentTimestamp: new Date(now.getTime() - (9 - i) * 60000), // 1 minute intervals
+        futureTimestamp: new Date(now.getTime() - (9 - i) * 60000 + 3 * 60000), // 3 minutes in the future
+        currentPower: 95 + Math.random() * 10,
+        predictedPower: 115 + Math.random() * 10,
+        currentTemp: 25 + Math.random() * 5,
+        predictedTemp: 28 + Math.random() * 5,
+      }));
+      return fallbackData;
     }
+
+    return data.map(item => ({
+      currentTimestamp: new Date(item.now_timestamp),
+      futureTimestamp: new Date(item.future_timestamp),
+      currentPower: parseFloat(item.power),
+      predictedPower: parseFloat(item.power_future_min),
+      currentTemp: parseFloat(item.env_temp_cur),
+      predictedTemp: parseFloat(item.env_temp_min),
+    }));
   };
 
-  // Add handlers for zoom events
-  const handlePowerZoom = (event: any) => {
-    if (event['xaxis.range[0]']) {
-      setPowerZoom({
-        xRange: [new Date(event['xaxis.range[0]']).getTime(), new Date(event['xaxis.range[1]']).getTime()],
-        yRange: [event['yaxis.range[0]'], event['yaxis.range[1]']]
-      });
-    }
-  };
+  const chartData = prepareChartData();
 
-  const handleTempZoom = (event: any) => {
-    if (event['xaxis.range[0]']) {
-      setTempZoom({
-        xRange: [new Date(event['xaxis.range[0]']).getTime(), new Date(event['xaxis.range[1]']).getTime()],
-        yRange: [event['yaxis.range[0]'], event['yaxis.range[1]']]
-      });
-    }
-  };
+  // Extract data arrays for charts
+  const currentTimestamps = chartData.map(item => item.currentTimestamp);
+  const futureTimestamps = chartData.map(item => item.futureTimestamp);
+  const currentPowerData = chartData.map(item => item.currentPower);
+  const predictedPowerData = chartData.map(item => item.predictedPower);
+  const currentTempData = chartData.map(item => item.currentTemp);
+  const predictedTempData = chartData.map(item => item.predictedTemp);
 
-  // Modify the power layout to use preserved zoom
-  const powerLayout: Partial<Layout> = {
-    ...commonLayoutSettings,
-    yaxis: {
-      title: 'Power (W)',
-      gridcolor: theme.palette.divider,
-      tickfont: { size: 12, color: theme.palette.text.secondary },
-      titlefont: { size: 14, color: theme.palette.text.primary },
-      showgrid: true,
-      rangemode: 'tozero',
-      fixedrange: false,
-      range: powerZoom.yRange || (ranges ? [ranges.power.min * 0.9, ranges.power.max * 1.1] : undefined)
-    },
-    xaxis: {
-      ...commonLayoutSettings.xaxis,
-      range: powerZoom.xRange ? [new Date(powerZoom.xRange[0]), new Date(powerZoom.xRange[1])] : undefined
-    }
-  };
-
-  // Modify the temperature layout to use preserved zoom
-  const tempLayout: Partial<Layout> = {
-    ...commonLayoutSettings,
-    yaxis: {
-      title: 'Temperature (°C)',
-      gridcolor: theme.palette.divider,
-      tickfont: { size: 12, color: theme.palette.text.secondary },
-      titlefont: { size: 14, color: theme.palette.text.primary },
-      showgrid: true,
-      rangemode: 'tozero',
-      fixedrange: false,
-      range: tempZoom.yRange || (ranges ? [ranges.temp.min * 0.9, ranges.temp.max * 1.1] : undefined)
-    },
-    xaxis: {
-      ...commonLayoutSettings.xaxis,
-      range: tempZoom.xRange ? [new Date(tempZoom.xRange[0]), new Date(tempZoom.xRange[1])] : undefined
-    }
-  };
-
-  // Common Plotly config with additional modebar buttons
-  const plotConfig: Partial<Config> = {
-    responsive: true,
-    displayModeBar: true,
-    displaylogo: false,
-    modeBarButtonsToRemove: ['lasso2d', 'select2d'] as ('lasso2d' | 'select2d')[],
-    toImageButtonOptions: {
-      format: 'png' as const,
-      filename: 'temperature_monitoring',
-      height: 1000,
-      width: 1500,
-      scale: 2
-    }
-  };
+  // Debug logging
+  console.log('Chart data:', chartData);
+  console.log('Raw data length:', data.length);
 
   // Handle temperature decision
   const handleTemperatureDecision = async (approval: boolean) => {
@@ -378,7 +196,7 @@ const Temperature = () => {
 
   return (
     <Box sx={{ flexGrow: 1, bgcolor: theme.palette.background.default }}>
-      <AppBar 
+      <AppBar
         position="static" 
         elevation={0}
         sx={{
@@ -545,18 +363,46 @@ const Temperature = () => {
                       Loading power data...
                     </Typography>
                   </Box>
-                ) : data.length === 0 ? (
-                  <Box sx={{ display: 'flex', justifyContent: 'center', alignItems: 'center', height: '400px' }}>
-                    <Typography variant="h6" color="text.secondary">No power data available</Typography>
-                  </Box>
                 ) : (
                   <Box sx={{ height: 400 }}>
-                    <Plot
-                      data={powerData}
-                      layout={powerLayout}
-                      config={plotConfig}
-                      style={{ width: '100%', height: '100%' }}
-                      onRelayout={handlePowerZoom}
+                    <LineChart
+                      height={400}
+                      skipAnimation={false}
+                      series={[
+                        { 
+                          data: predictedPowerData, 
+                          label: 'Predicted Power (3min)',
+                          color: '#ff9800',
+                          showMark: false,
+                          curve: 'linear'
+                        },
+                        { 
+                          data: currentPowerData, 
+                          label: 'Current Power',
+                          color: '#028a4a', // B'GREEN brand color
+                          showMark: false 
+                        },
+                      ]}
+                      xAxis={[
+                        {
+                          scaleType: 'time',
+                          data: [...currentTimestamps, ...futureTimestamps],
+                          valueFormatter: (value: Date) => value.toLocaleTimeString(),
+                        },
+                      ]}
+                      yAxis={[
+                        { 
+                          width: 50,
+                          valueFormatter: (value: number) => `${value} W`,
+                        }
+                      ]}
+                      margin={{ right: 24 }}
+                      slotProps={{
+                        legend: {
+                          direction: 'horizontal',
+                          position: { vertical: 'top', horizontal: 'center' },
+                        },
+                      }}
                     />
                   </Box>
                 )}
@@ -626,18 +472,45 @@ const Temperature = () => {
                       Loading temperature data...
                     </Typography>
                   </Box>
-                ) : data.length === 0 ? (
-                  <Box sx={{ display: 'flex', justifyContent: 'center', alignItems: 'center', height: '400px' }}>
-                    <Typography variant="h6" color="text.secondary">No temperature data available</Typography>
-                  </Box>
                 ) : (
                   <Box sx={{ height: 400 }}>
-                    <Plot
-                      data={tempData}
-                      layout={tempLayout}
-                      config={plotConfig}
-                      style={{ width: '100%', height: '100%' }}
-                      onRelayout={handleTempZoom}
+                    <LineChart
+                      height={400}
+                      skipAnimation={false}
+                      series={[
+                        { 
+                          data: predictedTempData, 
+                          label: 'Predicted Temperature (3min)',
+                          color: '#ff9800',
+                          showMark: false 
+                        },
+                        { 
+                          data: currentTempData, 
+                          label: 'Current Temperature',
+                          color: '#028a4a', // B'GREEN brand color
+                          showMark: false 
+                        },
+                      ]}
+                      xAxis={[
+                        {
+                          scaleType: 'time',
+                          data: [...currentTimestamps, ...futureTimestamps],
+                          valueFormatter: (value: Date) => value.toLocaleTimeString(),
+                        },
+                      ]}
+                      yAxis={[
+                        { 
+                          width: 50,
+                          valueFormatter: (value: number) => `${value} °C`,
+                        }
+                      ]}
+                      margin={{ right: 24 }}
+                      slotProps={{
+                        legend: {
+                          direction: 'horizontal',
+                          position: { vertical: 'top', horizontal: 'center' },
+                        },
+                      }}
                     />
                   </Box>
                 )}
diff --git a/src/plotly.d.ts b/src/plotly.d.ts
deleted file mode 100644
index 0b96cdc..0000000
--- a/src/plotly.d.ts
+++ /dev/null
@@ -1,25 +0,0 @@
-declare module 'react-plotly.js' {
-  import * as Plotly from 'plotly.js';
-  import * as React from 'react';
-
-  interface PlotParams {
-    data: Plotly.Data[];
-    layout?: Partial<Plotly.Layout>;
-    frames?: Plotly.Frame[];
-    config?: Partial<Plotly.Config>;
-    onClick?: (event: Plotly.PlotMouseEvent) => void;
-    onHover?: (event: Plotly.PlotMouseEvent) => void;
-    onUnHover?: (event: Plotly.PlotMouseEvent) => void;
-    onSelected?: (event: Plotly.PlotSelectionEvent) => void;
-    onDeselect?: () => void;
-    onDoubleClick?: () => void;
-    style?: React.CSSProperties;
-    className?: string;
-    debug?: boolean;
-    useResizeHandler?: boolean;
-    [key: string]: any;
-  }
-
-  class Plot extends React.Component<PlotParams> {}
-  export default Plot;
-} 
\ No newline at end of file