diff --git a/app/(admin)/adminDashboard/page.tsx b/app/(admin)/adminDashboard/page.tsx
index 989a10a..244aa57 100644
--- a/app/(admin)/adminDashboard/page.tsx
+++ b/app/(admin)/adminDashboard/page.tsx
@@ -194,7 +194,7 @@ const AdminDashboard = () => {
 
           </div>
           <div ref={monthlyChartRef} className="pb-5">
-            <MonthlyBarChart siteData={currentSiteDetails} />
+            <MonthlyBarChart siteId={siteIdMap[selectedSite]} />
           </div>
         </div>
 
diff --git a/components/dashboards/MonthlyBarChart.tsx b/components/dashboards/MonthlyBarChart.tsx
index f771363..542312c 100644
--- a/components/dashboards/MonthlyBarChart.tsx
+++ b/components/dashboards/MonthlyBarChart.tsx
@@ -1,93 +1,139 @@
-import React from 'react';
+import React, { useEffect, useState } from 'react';
 import {
-    BarChart,
-    Bar,
-    XAxis,
-    YAxis,
-    Tooltip,
-    ResponsiveContainer,
-    Legend,
+  BarChart,
+  Bar,
+  XAxis,
+  YAxis,
+  Tooltip,
+  ResponsiveContainer,
+  Legend,
 } from 'recharts';
-import { SiteDetails } from '@/types/SiteData';
+import { format } from 'date-fns';
+import { fetchPowerTimeseries } from '@/app/utils/api';
 
 interface MonthlyBarChartProps {
-    siteData: SiteDetails | null;
+  siteId: string;
 }
 
+interface TimeSeriesEntry {
+  time: string;
+  value: number;
+}
+
+const groupTimeSeries = (
+  data: TimeSeriesEntry[],
+  mode: 'monthly'
+): TimeSeriesEntry[] => {
+  const groupMap = new Map<string, number[]>();
+
+  for (const entry of data) {
+    const date = new Date(entry.time);
+    const key = `${date.getFullYear()}-${String(date.getMonth() + 1).padStart(2, '0')}`;
+    if (!groupMap.has(key)) groupMap.set(key, []);
+    groupMap.get(key)!.push(entry.value);
+  }
+
+  return Array.from(groupMap.entries()).map(([time, values]) => ({
+    time,
+    value: values.reduce((sum, v) => sum + v, 0),
+  }));
+};
+
 const consumptionColor = '#003049';
 const generationColor = '#669bbc';
 
-// Month names for X-axis labels
-const MONTHS = [
-    'Jan', 'Feb', 'Mar', 'Apr', 'May', 'Jun',
-    'Jul', 'Aug', 'Sep', 'Oct', 'Nov', 'Dec',
-];
+const MonthlyBarChart: React.FC<MonthlyBarChartProps> = ({ siteId }) => {
+  const [chartData, setChartData] = useState<
+    { month: string; consumption: number; generation: number }[]
+  >([]);
+  const [loading, setLoading] = useState(true);
 
-const MonthlyBarChart: React.FC<MonthlyBarChartProps> = ({ siteData }) => {
-    const chartData = React.useMemo(() => {
-        if (
-            !siteData ||
-            siteData.consumptionData.length === 0 ||
-            siteData.generationData.length === 0
-        ) {
-            return [];
+  useEffect(() => {
+    if (!siteId) return;
+
+    const fetchMonthlyData = async () => {
+      setLoading(true);
+      const start = '2025-01-01T00:00:00+08:00';
+      const end = '2025-12-31T23:59:59+08:00';
+
+      try {
+        const res = await fetchPowerTimeseries(siteId, start, end);
+
+        const groupedConsumption = groupTimeSeries(res.consumption, 'monthly');
+        const groupedGeneration = groupTimeSeries(res.generation, 'monthly');
+
+        const monthMap = new Map<string, { consumption: number; generation: number }>();
+
+        for (const entry of groupedConsumption) {
+          if (!monthMap.has(entry.time)) {
+            monthMap.set(entry.time, { consumption: 0, generation: 0 });
+          }
+          monthMap.get(entry.time)!.consumption = entry.value;
         }
 
-        // Initialize totals
-        const monthlyData = Array.from({ length: 12 }, (_, month) => ({
-            month: MONTHS[month],
-            consumption: 0,
-            generation: 0,
-        }));
-
-        // Group daily data into months (assume data is in order from Jan 1 to Dec 31)
-        // Group daily data into months (assume data is in order from Jan 1 to Dec 31)
-        for (let i = 0; i < siteData.consumptionData.length; i++) {
-            const monthIndex = Math.floor(i / 30.42); // Rough approximation
-            if (monthIndex < 12) {
-                monthlyData[monthIndex].consumption += siteData.consumptionData[i];
-                monthlyData[monthIndex].generation += siteData.generationData[i];
-            }
+        for (const entry of groupedGeneration) {
+          if (!monthMap.has(entry.time)) {
+            monthMap.set(entry.time, { consumption: 0, generation: 0 });
+          }
+          monthMap.get(entry.time)!.generation = entry.value;
         }
 
-        // ✅ Only return the last 6 months
-        return monthlyData.slice(-6);
+        const formatted = Array.from(monthMap.entries())
+          .sort(([a], [b]) => a.localeCompare(b))
+          .map(([key, val]) => ({
+            month: format(new Date(`${key}-01`), 'MMM'),
+            consumption: val.consumption,
+            generation: val.generation,
+          }));
 
-    }, [siteData]);
+        setChartData(formatted.slice(-6)); // last 6 months
+      } catch (error) {
+        console.error('Failed to fetch monthly power data:', error);
+        setChartData([]);
+      } finally {
+        setLoading(false);
+      }
+    };
 
-    if (!siteData || chartData.length === 0) {
-        return (
-            <div className="bg-white p-4 rounded-lg shadow-md dark:bg-gray-800 dark:text-white-light">
-                <div className="flex justify-between items-center mb-2">
-                    <h2 className="text-lg font-bold pb-3">Monthly Energy Yield</h2>
-                </div>
-                <div className="h-96 w-full flex items-center justify-center">
-                    <p className="text-white/70">No data available for chart. Please select a site.</p>
-                </div>
-            </div>
-        );
-    }
+    fetchMonthlyData();
+  }, [siteId]);
 
+  if (loading || !siteId || chartData.length === 0) {
     return (
-        <div className="bg-white p-4 rounded-lg shadow-md dark:bg-gray-800 dark:text-white-light">
-            <div className="flex justify-between items-center mb-2">
-                <h2 className="text-lg font-bold pb-3">Monthly Energy Yield</h2>
-            </div>
-
-            <div className="lg:h-[22.6vw] h-[290px] w-full pt-10">
-                <ResponsiveContainer width="100%" height="100%">
-                    <BarChart data={chartData}>
-                        <XAxis dataKey="month" tick={{ fontSize: 10 }}/>
-                        <YAxis tick={{ fontSize: 10 }} />
-                        <Tooltip />
-                        <Legend />
-                        <Bar dataKey="consumption" fill={consumptionColor} name="Consumption (kWh)" />
-                        <Bar dataKey="generation" fill={generationColor} name="Generation (kWh)" />
-                    </BarChart>
-                </ResponsiveContainer>
-            </div>
+      <div className="bg-white p-4 rounded-lg shadow-md dark:bg-gray-800 dark:text-white-light">
+        <div className="flex justify-between items-center mb-2">
+          <h2 className="text-lg font-bold pb-3">Monthly Energy Yield</h2>
         </div>
+        <div className="h-96 w-full flex items-center justify-center">
+          <p className="text-white/70">
+            {loading ? 'Loading data...' : 'No data available for chart.'}
+          </p>
+        </div>
+      </div>
     );
+  }
+
+  return (
+    <div className="bg-white p-4 rounded-lg shadow-md dark:bg-gray-800 dark:text-white-light">
+      <div className="flex justify-between items-center mb-2">
+        <h2 className="text-lg font-bold pb-3">Monthly Energy Yield</h2>
+      </div>
+
+      <div className="lg:h-[22.6vw] h-[290px] w-full pt-10">
+        <ResponsiveContainer width="100%" height="100%">
+          <BarChart data={chartData}>
+            <XAxis dataKey="month" tick={{ fontSize: 10 }} />
+            <YAxis tick={{ fontSize: 10 }} />
+            <Tooltip />
+            <Legend />
+            <Bar dataKey="consumption" fill={consumptionColor} name="Consumption (kWh)" />
+            <Bar dataKey="generation" fill={generationColor} name="Generation (kWh)" />
+          </BarChart>
+        </ResponsiveContainer>
+      </div>
+    </div>
+  );
 };
 
 export default MonthlyBarChart;
+