diff --git a/docs/bi-refactor-roadmap.md b/docs/bi-refactor-roadmap.md
index 50e88cb..b9f02d5 100644
--- a/docs/bi-refactor-roadmap.md
+++ b/docs/bi-refactor-roadmap.md
@@ -173,6 +173,7 @@ SUM(fee) / NULLIF(SUM(kwh), 0)
 - 里程考核目标接口发布车辆台账 `MAX(update_time)`，统计页使用真实日期和时间展示数据截至点，不再用页面访问日或考核结束日代替快照时间。
 - 里程考核接口区分目标声明台数与当前有效车辆数；两者不一致时页面明确标注缺少或超配数量，并说明完成率、缺口和归因的实际计算范围。
 - 里程考核统计主数据已区分加载、真实空数据、首次请求故障和保留旧数据的刷新故障，并提供统一重试入口，接口失败不再显示为零值或空页面。
+- 里程考核归因车辆与 7 天趋势已提供独立加载、故障、空数据和重试状态；子请求失败时停止展示“0 台未达标”和“最新日变化 +0”等伪业务结果。
 - 已完成电能数据截至时间和实际趋势月展示。
 - 电能日期下钻自动核对日汇总与订单全量合计的日期、车辆范围、电量和费用，并显式展示通过或差异状态。
 - 已完成氢能结构化故障状态与重试体验。
diff --git a/src/modules/mileage/MileageAttributionView.tsx b/src/modules/mileage/MileageAttributionView.tsx
index 2bf0e2c..37ba331 100644
--- a/src/modules/mileage/MileageAttributionView.tsx
+++ b/src/modules/mileage/MileageAttributionView.tsx
@@ -5,17 +5,20 @@ import {
   reconcileMileageAttribution,
   type AttributionDimension,
 } from './attribution';
+import { ErrorState } from '../../components/ui/surface';
 
 interface Props {
   vehicles: TargetVehicle[];
   dimension: AttributionDimension;
   selectedValue?: string;
   loading?: boolean;
+  error?: string | null;
   targetMileagePerVehicle: number;
   expectedShortfallMileage?: number;
   assessmentLabel?: string;
   onDimensionChange: (dimension: AttributionDimension) => void;
   onSelect: (value: string) => void;
+  onRetry?: () => void;
 }
 
 function fmtKm(value: number): string {
@@ -27,11 +30,13 @@ export default function MileageAttributionView({
   dimension,
   selectedValue,
   loading = false,
+  error,
   targetMileagePerVehicle,
   expectedShortfallMileage,
   assessmentLabel,
   onDimensionChange,
   onSelect,
+  onRetry,
 }: Props) {
   const groups = buildMileageAttribution(vehicles, dimension, targetMileagePerVehicle);
   const totalShortfall = groups.reduce((sum, group) => sum + group.shortfallMileage, 0);
@@ -49,9 +54,14 @@ export default function MileageAttributionView({
             <h2 className="text-sm font-black text-slate-800">考核缺口归因</h2>
           </div>
           <p className="mt-1 text-[10px] font-bold text-slate-400">
-            {assessmentLabel ? `${assessmentLabel} · ` : ''}{totalBehind} 台未达标，累计缺口 {fmtKm(totalShortfall)} km
+            {assessmentLabel ? `${assessmentLabel} · ` : ''}
+            {loading
+              ? '正在加载归因车辆'
+              : error
+                ? '归因数据暂不可用'
+                : `${totalBehind} 台未达标，累计缺口 ${fmtKm(totalShortfall)} km`}
           </p>
-          {!loading && reconciliation && (
+          {!loading && !error && reconciliation && (
             <p
               role={reconciliation.matches ? 'status' : 'alert'}
               className={`mt-1 text-[10px] font-black ${reconciliation.matches ? 'text-emerald-600' : 'text-rose-600'}`}
@@ -84,6 +94,8 @@ export default function MileageAttributionView({
 
       {loading ? (
         <div className="px-4 py-8 text-center text-xs font-bold text-slate-400">正在计算归因...</div>
+      ) : error ? (
+        <ErrorState message={error} onRetry={onRetry} variant="inline" />
       ) : groups.length === 0 ? (
         <div className="px-4 py-8 text-center text-xs font-bold text-slate-400">暂无可归因车辆</div>
       ) : (
diff --git a/src/modules/mileage/StatisticsView.tsx b/src/modules/mileage/StatisticsView.tsx
index c43f351..2cd84b5 100644
--- a/src/modules/mileage/StatisticsView.tsx
+++ b/src/modules/mileage/StatisticsView.tsx
@@ -65,11 +65,11 @@ function shortTargetName(name: string): string {
   return `${count}台${desc}`;
 }
 
-function getRequestErrorMessage(error: unknown): string {
+function getRequestErrorMessage(error: unknown, fallback: string): string {
   if (error instanceof Error && error.message && error.message !== 'Failed to fetch') {
     return error.message;
   }
-  return '无法获取考核目标数据，请检查服务连接后重试。';
+  return fallback;
 }
 
 export default function StatisticsView() {
@@ -81,7 +81,12 @@ export default function StatisticsView() {
   const [targetsError, setTargetsError] = useState<string | null>(null);
   const [targetsRequestVersion, setTargetsRequestVersion] = useState(0);
   const [trendData, setTrendData] = useState<TrendPoint[]>([]);
+  const [trendLoading, setTrendLoading] = useState(false);
+  const [trendError, setTrendError] = useState<string | null>(null);
+  const [trendRequestVersion, setTrendRequestVersion] = useState(0);
   const [targetVehiclesMap, setTargetVehiclesMap] = useState<Record<number, TargetVehicle[]>>({});
+  const [targetVehicleLoadingMap, setTargetVehicleLoadingMap] = useState<Record<number, boolean>>({});
+  const [targetVehicleErrorMap, setTargetVehicleErrorMap] = useState<Record<number, string>>({});
   const [selectedTargetId, setSelectedTargetId] = useState<number | null>(drillContext.targetId || null);
   const [attributionDimension, setAttributionDimension] = useState<AttributionDimension>(() => (
     drillContext.level === 'breakdown' && drillContext.dimension === 'customer' ? 'customer' : 'department'
@@ -139,12 +144,28 @@ export default function StatisticsView() {
     setTargetsRequestVersion(version => version + 1);
   }, []);
 
+  const retryTrend = useCallback(() => {
+    setTrendRequestVersion(version => version + 1);
+  }, []);
+
   const loadCurrentTargetVehicles = useCallback((targetId: number) => {
     if (targetVehicleRequestsRef.current.has(targetId)) return;
     targetVehicleRequestsRef.current.add(targetId);
+    setTargetVehicleLoadingMap(prev => ({ ...prev, [targetId]: true }));
+    setTargetVehicleErrorMap(prev => {
+      const next = { ...prev };
+      delete next[targetId];
+      return next;
+    });
     fetchTargetVehicles(targetId).then(vehicles => {
       setTargetVehiclesMap(prev => ({ ...prev, [targetId]: vehicles }));
-    }).catch(() => {}).finally(() => {
+    }).catch(error => {
+      setTargetVehicleErrorMap(prev => ({
+        ...prev,
+        [targetId]: getRequestErrorMessage(error, '无法获取考核车辆数据，请稍后重试。'),
+      }));
+    }).finally(() => {
+      setTargetVehicleLoadingMap(prev => ({ ...prev, [targetId]: false }));
       targetVehicleRequestsRef.current.delete(targetId);
     });
   }, []);
@@ -267,7 +288,9 @@ export default function StatisticsView() {
         setAssessmentYearMap({});
       }
     }).catch(error => {
-      if (!cancelled) setTargetsError(getRequestErrorMessage(error));
+      if (!cancelled) {
+        setTargetsError(getRequestErrorMessage(error, '无法获取考核目标数据，请检查服务连接后重试。'));
+      }
     }).finally(() => {
       if (!cancelled) setTargetsLoading(false);
     });
@@ -278,13 +301,33 @@ export default function StatisticsView() {
 
   // Load trend when selectedTargetId changes
   useEffect(() => {
-    if (selectedTargetId === null) return;
+    if (selectedTargetId === null) {
+      setTrendData([]);
+      setTrendError(null);
+      setTrendLoading(false);
+      return;
+    }
+    let cancelled = false;
     setExpandedTargetId(selectedTargetId);
     if (!targetVehiclesMap[selectedTargetId]) {
       loadCurrentTargetVehicles(selectedTargetId);
     }
-    fetchTrend(selectedTargetId).then(setTrendData).catch(() => setTrendData([]));
-  }, [selectedTargetId]);
+    setTrendLoading(true);
+    setTrendError(null);
+    fetchTrend(selectedTargetId).then(data => {
+      if (!cancelled) setTrendData(data);
+    }).catch(error => {
+      if (!cancelled) {
+        setTrendData([]);
+        setTrendError(getRequestErrorMessage(error, '无法获取里程趋势，请稍后重试。'));
+      }
+    }).finally(() => {
+      if (!cancelled) setTrendLoading(false);
+    });
+    return () => {
+      cancelled = true;
+    };
+  }, [selectedTargetId, trendRequestVersion]);
 
   // Re-fetch target vehicles when viewAllDate changes
   useEffect(() => {
@@ -421,8 +464,8 @@ export default function StatisticsView() {
           </div>
           <div className="rounded-2xl border border-slate-100 bg-white p-3 shadow-sm">
             <div className="text-[10px] font-black uppercase tracking-wide text-slate-400">最新日变化</div>
-            <div className={`mt-1 text-lg font-black ${trendDelta >= 0 ? 'text-emerald-600' : 'text-rose-600'}`}>
-              {trendDelta >= 0 ? '+' : ''}{fmtKm(trendDelta)}
+            <div className={`mt-1 text-lg font-black ${trendLoading || trendError ? 'text-slate-500' : trendDelta >= 0 ? 'text-emerald-600' : 'text-rose-600'}`}>
+              {trendLoading ? '加载中' : trendError ? '暂不可用' : `${trendDelta >= 0 ? '+' : ''}${fmtKm(trendDelta)}`}
             </div>
             <div className="mt-1 text-[10px] font-bold text-slate-400">达标率 {fmtPercent(selectedQualifiedRate)}</div>
           </div>
@@ -448,7 +491,9 @@ export default function StatisticsView() {
           vehicles={selectedTargetVehicles}
           dimension={attributionDimension}
           selectedValue={selectedBreakdownValue}
-          loading={!targetVehiclesMap[selectedTarget.id]}
+          loading={targetVehicleLoadingMap[selectedTarget.id]
+            || (!targetVehiclesMap[selectedTarget.id] && !targetVehicleErrorMap[selectedTarget.id])}
+          error={targetVehicleErrorMap[selectedTarget.id]}
           targetMileagePerVehicle={selectedTarget.annualMileagePerVehicle * (selectedAssessmentYear || 1)}
           expectedShortfallMileage={selectedAssessment?.remaining}
           assessmentLabel={selectedAssessment?.label}
@@ -457,6 +502,7 @@ export default function StatisticsView() {
             if (drillContext.level === 'breakdown') closeVehiclePanel();
           }}
           onSelect={openAttributionGroup}
+          onRetry={() => loadCurrentTargetVehicles(selectedTarget.id)}
         />
       )}
 
@@ -521,6 +567,13 @@ export default function StatisticsView() {
               </div>
             </div>
             <div className="h-[280px] w-full min-w-0">
+              {trendLoading ? (
+                <LoadingState label="正在加载里程趋势" variant="inline" />
+              ) : trendError ? (
+                <ErrorState message={trendError} onRetry={retryTrend} variant="inline" />
+              ) : trendData.length === 0 ? (
+                <EmptyState title="暂无趋势数据" description="当前考核目标在最近 7 天没有可用里程" variant="inline" />
+              ) : (
                 <ResponsiveContainer width="100%" height={280} minWidth={0}>
                 {chartType === 'bar' ? (
                   <BarChart data={trendData} margin={{ top: 20, right: 10, left: 0, bottom: 0 }}>
@@ -563,6 +616,7 @@ export default function StatisticsView() {
                   </AreaChart>
                 )}
                 </ResponsiveContainer>
+              )}
             </div>
           </div>
         </div>