diff --git a/src/WCTDataMiner.Core/Services/ScenarioService.cs b/src/WCTDataMiner.Core/Services/ScenarioService.cs
index c1b4b10..b070ed9 100644
--- a/src/WCTDataMiner.Core/Services/ScenarioService.cs
+++ b/src/WCTDataMiner.Core/Services/ScenarioService.cs
@@ -6,6 +6,17 @@ using WCTDataMiner.Core.Parsers;
 
 namespace WCTDataMiner.Core.Services;
 
+/// <summary>
+/// 篮选条件常量
+/// </summary>
+public static class FilterConstants
+{
+    /// <summary>
+    /// 表示"全部"选项的常量值
+    /// </summary>
+    public const string AllOption = "全部";
+}
+
 /// <summary>
 /// 测试场景服务 - 负责测试场景的创建和查询（并发安全版本）
 /// </summary>
@@ -129,6 +140,130 @@ public class ScenarioService
             .FirstOrDefaultAsync(s => s.Id == scenarioId);
     }
 
+    /// <summary>
+    /// 获取所有测试场景（含维度属性）
+    /// </summary>
+    /// <param name="pageSize">每页数量，默认50，传0表示不分页</param>
+    /// <param name="pageIndex">页码，从0开始</param>
+    public async Task<List<TestScenario>> GetAllScenariosAsync(int pageSize = 50, int pageIndex = 0)
+    {
+        var query = _context.TestScenarios
+            .Include(s => s.TxPanel)
+            .Include(s => s.TxHardware)
+            .Include(s => s.TxSoftware)
+            .Include(s => s.RxType)
+            .OrderByDescending(s => s.TestDate)
+            .ThenByDescending(s => s.TestSequence)
+            .AsNoTracking();
+
+        if (pageSize > 0)
+        {
+            query = query.Skip(pageIndex * pageSize).Take(pageSize);
+        }
+
+        return await query.ToListAsync();
+    }
+
+    /// <summary>
+    /// 获取场景总数
+    /// </summary>
+    public async Task<int> GetScenariosCountAsync()
+    {
+        return await _context.TestScenarios.CountAsync();
+    }
+
+    /// <summary>
+    /// 获取可用的筛选选项
+    /// </summary>
+    public async Task<FilterOptions> GetFilterOptionsAsync()
+    {
+        var txPanels = await _context.TxPanels
+            .Select(p => p.Name)
+            .Distinct()
+            .OrderBy(n => n)
+            .ToListAsync();
+
+        var txHardwares = await _context.TxHardwares
+            .Select(h => h.Version)
+            .Distinct()
+            .OrderBy(v => v)
+            .ToListAsync();
+
+        var txSoftwares = await _context.TxSoftwares
+            .Select(s => s.Version)
+            .Distinct()
+            .OrderBy(v => v)
+            .ToListAsync();
+
+        var rxTypes = await _context.RxTypes
+            .Select(r => r.Name)
+            .Distinct()
+            .OrderBy(n => n)
+            .ToListAsync();
+
+        return new FilterOptions(
+            txPanels.Prepend(FilterConstants.AllOption).ToList(),
+            txHardwares.Prepend(FilterConstants.AllOption).ToList(),
+            txSoftwares.Prepend(FilterConstants.AllOption).ToList(),
+            rxTypes.Prepend(FilterConstants.AllOption).ToList());
+    }
+
+    /// <summary>
+    /// 根据筛选条件获取测试场景
+    /// </summary>
+    /// <param name="txPanel">TxPanel 名称，null 或 "全部" 表示不过滤</param>
+    /// <param name="txHardware">TxHardware 版本，null 或 "全部" 表示不过滤</param>
+    /// <param name="txSoftware">TxSoftware 版本，null 或 "全部" 表示不过滤</param>
+    /// <param name="rxType">RxType 名称，null 或 "全部" 表示不过滤</param>
+    /// <param name="pageSize">每页数量，默认50，传0表示不分页</param>
+    /// <param name="pageIndex">页码，从0开始</param>
+    public async Task<List<TestScenario>> GetScenariosByFilterAsync(
+        string? txPanel = null,
+        string? txHardware = null,
+        string? txSoftware = null,
+        string? rxType = null,
+        int pageSize = 50,
+        int pageIndex = 0)
+    {
+        var query = _context.TestScenarios
+            .Include(s => s.TxPanel)
+            .Include(s => s.TxHardware)
+            .Include(s => s.TxSoftware)
+            .Include(s => s.RxType)
+            .AsNoTracking();
+
+        if (!string.IsNullOrEmpty(txPanel) && txPanel != FilterConstants.AllOption)
+        {
+            query = query.Where(s => s.TxPanel.Name == txPanel);
+        }
+
+        if (!string.IsNullOrEmpty(txHardware) && txHardware != FilterConstants.AllOption)
+        {
+            query = query.Where(s => s.TxHardware.Version == txHardware);
+        }
+
+        if (!string.IsNullOrEmpty(txSoftware) && txSoftware != FilterConstants.AllOption)
+        {
+            query = query.Where(s => s.TxSoftware.Version == txSoftware);
+        }
+
+        if (!string.IsNullOrEmpty(rxType) && rxType != FilterConstants.AllOption)
+        {
+            query = query.Where(s => s.RxType.Name == rxType);
+        }
+
+        query = query
+            .OrderByDescending(s => s.TestDate)
+            .ThenByDescending(s => s.TestSequence);
+
+        if (pageSize > 0)
+        {
+            query = query.Skip(pageIndex * pageSize).Take(pageSize);
+        }
+
+        return await query.ToListAsync();
+    }
+
     /// <summary>
     /// 检测 SQLite 唯一约束违反错误
     /// </summary>
@@ -137,4 +272,13 @@ public class ScenarioService
         return ex.InnerException is Microsoft.Data.Sqlite.SqliteException sqliteEx
             && sqliteEx.SqliteErrorCode == 19; // SQLITE_CONSTRAINT
     }
-}
\ No newline at end of file
+}
+
+/// <summary>
+/// 筛选选项数据
+/// </summary>
+public record FilterOptions(
+    List<string> TxPanels,
+    List<string> TxHardwares,
+    List<string> TxSoftwares,
+    List<string> RxTypes);
\ No newline at end of file
diff --git a/src/WCTDataMiner.Wpf/App.xaml.cs b/src/WCTDataMiner.Wpf/App.xaml.cs
index 400efe9..884a4d9 100644
--- a/src/WCTDataMiner.Wpf/App.xaml.cs
+++ b/src/WCTDataMiner.Wpf/App.xaml.cs
@@ -68,12 +68,13 @@ public partial class App : Application
                 services.AddDatabaseServices(context.Configuration);
                 services.AddApplicationServices();
 
-                // 注册 ViewModels
-                services.AddTransient<MainViewModel>();
-                services.AddTransient<ScenarioListViewModel>();
+                // 注册 ViewModels（使用 Singleton 确保消息订阅正确工作）
+                services.AddSingleton<MainViewModel>();
+                services.AddSingleton<ScenarioListViewModel>();
+                // Chart ViewModels 使用 Transient，每次导航创建新实例
                 services.AddTransient<PlossChartViewModel>();
                 services.AddTransient<QfodChartViewModel>();
-                services.AddTransient<ImportViewModel>();
+                services.AddSingleton<ImportViewModel>();
 
                 // 注册 Views
                 services.AddTransient<MainWindow>();
@@ -85,6 +86,23 @@ public partial class App : Application
             .Build();
 
         var mainWindow = _host.Services.GetRequiredService<MainWindow>();
+
+        // 初始化加载场景数据
+        var mainViewModel = _host.Services.GetRequiredService<MainViewModel>();
+        mainWindow.Loaded += async (s, e) =>
+        {
+            try
+            {
+                await mainViewModel.InitializeAsync();
+            }
+            catch (Exception ex)
+            {
+                _logger?.Error(ex, "主窗口初始化失败");
+                MessageBox.Show($"应用初始化失败: {ex.Message}", "错误",
+                    MessageBoxButton.OK, MessageBoxImage.Error);
+            }
+        };
+
         mainWindow.Show();
 
         base.OnStartup(e);
diff --git a/src/WCTDataMiner.Wpf/Messages/DataImportedMessage.cs b/src/WCTDataMiner.Wpf/Messages/DataImportedMessage.cs
new file mode 100644
index 0000000..5f1e8b0
--- /dev/null
+++ b/src/WCTDataMiner.Wpf/Messages/DataImportedMessage.cs
@@ -0,0 +1,19 @@
+namespace WCTDataMiner.Wpf.Messages;
+
+/// <summary>
+/// 数据导入完成消息
+/// </summary>
+/// <param name="ImportedCount">导入的文件数量</param>
+public record DataImportedMessage(int ImportedCount);
+
+/// <summary>
+/// 导航到 Ploss 图表消息
+/// </summary>
+/// <param name="ScenarioId">场景 ID</param>
+public record NavigateToPlossChartMessage(Guid ScenarioId);
+
+/// <summary>
+/// 导航到 Qfod 图表消息
+/// </summary>
+/// <param name="ScenarioId">场景 ID</param>
+public record NavigateToQfodChartMessage(Guid ScenarioId);
\ No newline at end of file
diff --git a/src/WCTDataMiner.Wpf/ViewModels/ImportViewModel.cs b/src/WCTDataMiner.Wpf/ViewModels/ImportViewModel.cs
index 3aeca9d..5510465 100644
--- a/src/WCTDataMiner.Wpf/ViewModels/ImportViewModel.cs
+++ b/src/WCTDataMiner.Wpf/ViewModels/ImportViewModel.cs
@@ -1,9 +1,11 @@
 using CommunityToolkit.Mvvm.ComponentModel;
 using CommunityToolkit.Mvvm.Input;
+using CommunityToolkit.Mvvm.Messaging;
 using Microsoft.Extensions.Logging;
 using Microsoft.Win32;
 using System.Collections.ObjectModel;
 using WCTDataMiner.Core.Services;
+using WCTDataMiner.Wpf.Messages;
 
 namespace WCTDataMiner.Wpf.ViewModels;
 
@@ -99,6 +101,9 @@ public partial class ImportViewModel : ObservableObject
                 StatusMessage = $"导入完成: Qfod={report.QfodCount}, Ploss={report.PlossCount}, 错误={report.ErrorCount}";
                 _logger.LogInformation("单文件导入完成: {FileName}, Qfod={Qfod}, Ploss={Ploss}, 错误={Errors}",
                     report.FileName, report.QfodCount, report.PlossCount, report.ErrorCount);
+
+                // 发送导入完成消息，通知其他 ViewModel 刷新数据
+                WeakReferenceMessenger.Default.Send(new DataImportedMessage(1));
             }
             else if (System.IO.Directory.Exists(SelectedPath))
             {
@@ -118,6 +123,9 @@ public partial class ImportViewModel : ObservableObject
                 StatusMessage = $"导入完成: {reports.Count} 个文件, Qfod={totalQfod}, Ploss={totalPloss}, 错误={totalErrors}";
                 _logger.LogInformation("目录导入完成: {FileCount} 个文件, Qfod={Qfod}, Ploss={Ploss}, 错误={Errors}",
                     reports.Count, totalQfod, totalPloss, totalErrors);
+
+                // 发送导入完成消息，通知其他 ViewModel 刷新数据
+                WeakReferenceMessenger.Default.Send(new DataImportedMessage(reports.Count));
             }
             else
             {
diff --git a/src/WCTDataMiner.Wpf/ViewModels/MainViewModel.cs b/src/WCTDataMiner.Wpf/ViewModels/MainViewModel.cs
index aa19288..6d28e74 100644
--- a/src/WCTDataMiner.Wpf/ViewModels/MainViewModel.cs
+++ b/src/WCTDataMiner.Wpf/ViewModels/MainViewModel.cs
@@ -1,15 +1,22 @@
 using CommunityToolkit.Mvvm.ComponentModel;
 using CommunityToolkit.Mvvm.Input;
+using CommunityToolkit.Mvvm.Messaging;
+using Microsoft.Extensions.DependencyInjection;
+using WCTDataMiner.Core.Services;
+using WCTDataMiner.Wpf.Messages;
 
 namespace WCTDataMiner.Wpf.ViewModels;
 
 /// <summary>
 /// 主窗口 ViewModel - 导航控制
 /// </summary>
-public partial class MainViewModel : ObservableObject
+public partial class MainViewModel : ObservableObject,
+    IRecipient<NavigateToPlossChartMessage>,
+    IRecipient<NavigateToQfodChartMessage>
 {
     private readonly ImportViewModel _importViewModel;
     private readonly ScenarioListViewModel _scenarioListViewModel;
+    private readonly IServiceProvider _serviceProvider;
 
     [ObservableProperty]
     private ObservableObject _currentView = null!;
@@ -26,17 +33,48 @@ public partial class MainViewModel : ObservableObject
     [ObservableProperty]
     private string? _selectedRxType;
 
-    // 筛选选项列表
-    public List<string> TxPanels { get; } = new() { "全部", "singleMold", "dualMold" };
-    public List<string> TxHardwares { get; } = new() { "全部", "v1.0", "v2.0" };
-    public List<string> TxSoftwares { get; } = new() { "全部", "hex2_1", "hex2_2" };
-    public List<string> RxTypes { get; } = new() { "全部", "iPhone15", "iPhone16", "Android" };
+    // 筛选选项列表（动态加载）
+    [ObservableProperty]
+    private List<string> _txPanels = new() { FilterConstants.AllOption };
 
-    public MainViewModel(ImportViewModel importViewModel, ScenarioListViewModel scenarioListViewModel)
+    [ObservableProperty]
+    private List<string> _txHardwares = new() { FilterConstants.AllOption };
+
+    [ObservableProperty]
+    private List<string> _txSoftwares = new() { FilterConstants.AllOption };
+
+    [ObservableProperty]
+    private List<string> _rxTypes = new() { FilterConstants.AllOption };
+
+    public MainViewModel(
+        ImportViewModel importViewModel,
+        ScenarioListViewModel scenarioListViewModel,
+        IServiceProvider serviceProvider)
     {
         _importViewModel = importViewModel;
         _scenarioListViewModel = scenarioListViewModel;
+        _serviceProvider = serviceProvider;
         _currentView = _scenarioListViewModel;
+
+        // 注册导航消息订阅
+        WeakReferenceMessenger.Default.Register<NavigateToPlossChartMessage>(this);
+        WeakReferenceMessenger.Default.Register<NavigateToQfodChartMessage>(this);
+    }
+
+    /// <summary>
+    /// 初始化加载场景数据和筛选选项
+    /// </summary>
+    public async Task InitializeAsync()
+    {
+        // 加载筛选选项
+        var filterOptions = await _scenarioListViewModel.GetFilterOptionsAsync();
+        TxPanels = filterOptions.TxPanels;
+        TxHardwares = filterOptions.TxHardwares;
+        TxSoftwares = filterOptions.TxSoftwares;
+        RxTypes = filterOptions.RxTypes;
+
+        // 加载场景列表
+        await _scenarioListViewModel.LoadScenariosAsync();
     }
 
     [RelayCommand]
@@ -46,20 +84,54 @@ public partial class MainViewModel : ObservableObject
     }
 
     [RelayCommand]
-    private void NavigateToScenarios()
+    private async Task NavigateToScenarios()
     {
         CurrentView = _scenarioListViewModel;
+        await _scenarioListViewModel.LoadScenariosAsync();
     }
 
     [RelayCommand]
-    private void NavigateToPlossChart(int scenarioId)
+    private void NavigateToPlossChart(Guid scenarioId)
     {
-        CurrentView = new PlossChartViewModel { ScenarioId = scenarioId };
+        var vm = _serviceProvider.GetRequiredService<PlossChartViewModel>();
+        vm.ScenarioId = scenarioId;
+        CurrentView = vm;
     }
 
     [RelayCommand]
-    private void NavigateToQfodChart(int scenarioId)
+    private void NavigateToQfodChart(Guid scenarioId)
     {
-        CurrentView = new QfodChartViewModel { ScenarioId = scenarioId };
+        var vm = _serviceProvider.GetRequiredService<QfodChartViewModel>();
+        vm.ScenarioId = scenarioId;
+        CurrentView = vm;
     }
-}
\ No newline at end of file
+
+    /// <summary>
+    /// 应用筛选条件并刷新场景列表
+    /// </summary>
+    public async Task ApplyFilterAsync()
+    {
+        await _scenarioListViewModel.LoadScenariosByFilterAsync(
+            SelectedTxPanel, SelectedTxHardware, SelectedTxSoftware, SelectedRxType);
+    }
+
+    /// <summary>
+    /// 接收导航到 Ploss 图表消息
+    /// </summary>
+    public void Receive(NavigateToPlossChartMessage message)
+    {
+        var vm = _serviceProvider.GetRequiredService<PlossChartViewModel>();
+        vm.ScenarioId = message.ScenarioId;
+        CurrentView = vm;
+    }
+
+    /// <summary>
+    /// 接收导航到 Qfod 图表消息
+    /// </summary>
+    public void Receive(NavigateToQfodChartMessage message)
+    {
+        var vm = _serviceProvider.GetRequiredService<QfodChartViewModel>();
+        vm.ScenarioId = message.ScenarioId;
+        CurrentView = vm;
+    }
+}
diff --git a/src/WCTDataMiner.Wpf/ViewModels/PlossChartViewModel.cs b/src/WCTDataMiner.Wpf/ViewModels/PlossChartViewModel.cs
index cd822a6..7b744fb 100644
--- a/src/WCTDataMiner.Wpf/ViewModels/PlossChartViewModel.cs
+++ b/src/WCTDataMiner.Wpf/ViewModels/PlossChartViewModel.cs
@@ -1,6 +1,8 @@
 using CommunityToolkit.Mvvm.ComponentModel;
 using LiveChartsCore;
 using LiveChartsCore.SkiaSharpView;
+using Microsoft.Extensions.Logging;
+using WCTDataMiner.Core.Services;
 
 namespace WCTDataMiner.Wpf.ViewModels;
 
@@ -9,8 +11,11 @@ namespace WCTDataMiner.Wpf.ViewModels;
 /// </summary>
 public partial class PlossChartViewModel : ObservableObject
 {
+    private readonly ScenarioService _scenarioService;
+    private readonly ILogger<PlossChartViewModel> _logger;
+
     [ObservableProperty]
-    private int _scenarioId;
+    private Guid _scenarioId;
 
     [ObservableProperty]
     private ISeries[] _series;
@@ -21,8 +26,13 @@ public partial class PlossChartViewModel : ObservableObject
     [ObservableProperty]
     private Axis[] _yAxes;
 
-    public PlossChartViewModel()
+    public PlossChartViewModel(
+        ScenarioService scenarioService,
+        ILogger<PlossChartViewModel> logger)
     {
+        _scenarioService = scenarioService;
+        _logger = logger;
+
         // 初始化图表配置
         Series = Array.Empty<ISeries>();
         XAxes = new Axis[] { new Axis { Name = "Trigger Count" } };
@@ -31,19 +41,26 @@ public partial class PlossChartViewModel : ObservableObject
 
     public async Task LoadDataAsync()
     {
-        // TODO: 从数据库加载 Ploss 数据并构建图表
-        Series = new ISeries[]
+        try
         {
-            new LineSeries<double>
+            // TODO: 从数据库加载 Ploss 数据并构建图表
+            Series = new ISeries[]
             {
-                Name = "Ploss",
-                Values = new double[] { -2882, -3500, -4200, -3800, -4500 }
-            },
-            new LineSeries<double>
-            {
-                Name = "Threshold",
-                Values = new double[] { -3000, -3000, -3000, -3000, -3000 }
-            }
-        };
+                new LineSeries<double>
+                {
+                    Name = "Ploss",
+                    Values = new double[] { -2882, -3500, -4200, -3800, -4500 }
+                },
+                new LineSeries<double>
+                {
+                    Name = "Threshold",
+                    Values = new double[] { -3000, -3000, -3000, -3000, -3000 }
+                }
+            };
+        }
+        catch (Exception ex)
+        {
+            _logger.LogError(ex, "加载 Ploss 图表数据失败: ScenarioId={ScenarioId}", ScenarioId);
+        }
     }
-}
\ No newline at end of file
+}
diff --git a/src/WCTDataMiner.Wpf/ViewModels/QfodChartViewModel.cs b/src/WCTDataMiner.Wpf/ViewModels/QfodChartViewModel.cs
index 91e9b30..c61ef20 100644
--- a/src/WCTDataMiner.Wpf/ViewModels/QfodChartViewModel.cs
+++ b/src/WCTDataMiner.Wpf/ViewModels/QfodChartViewModel.cs
@@ -1,6 +1,8 @@
 using CommunityToolkit.Mvvm.ComponentModel;
 using LiveChartsCore;
 using LiveChartsCore.SkiaSharpView;
+using Microsoft.Extensions.Logging;
+using WCTDataMiner.Core.Services;
 
 namespace WCTDataMiner.Wpf.ViewModels;
 
@@ -9,8 +11,11 @@ namespace WCTDataMiner.Wpf.ViewModels;
 /// </summary>
 public partial class QfodChartViewModel : ObservableObject
 {
+    private readonly ScenarioService _scenarioService;
+    private readonly ILogger<QfodChartViewModel> _logger;
+
     [ObservableProperty]
-    private int _scenarioId;
+    private Guid _scenarioId;
 
     [ObservableProperty]
     private ISeries[] _series;
@@ -21,8 +26,13 @@ public partial class QfodChartViewModel : ObservableObject
     [ObservableProperty]
     private Axis[] _yAxes;
 
-    public QfodChartViewModel()
+    public QfodChartViewModel(
+        ScenarioService scenarioService,
+        ILogger<QfodChartViewModel> logger)
     {
+        _scenarioService = scenarioService;
+        _logger = logger;
+
         // 初始化图表配置
         Series = Array.Empty<ISeries>();
         XAxes = new Axis[] { new Axis { Name = "Coil Index" } };
@@ -31,19 +41,26 @@ public partial class QfodChartViewModel : ObservableObject
 
     public async Task LoadDataAsync()
     {
-        // TODO: 从数据库加载 Qfod 数据并构建图表
-        Series = new ISeries[]
+        try
         {
-            new LineSeries<double>
+            // TODO: 从数据库加载 Qfod 数据并构建图表
+            Series = new ISeries[]
             {
-                Name = "DeltaQ",
-                Values = new double[] { 25, 30, 28 }
-            },
-            new LineSeries<double>
-            {
-                Name = "CurrentQ",
-                Values = new double[] { 45.5, 50.2, 48.8 }
-            }
-        };
+                new LineSeries<double>
+                {
+                    Name = "DeltaQ",
+                    Values = new double[] { 25, 30, 28 }
+                },
+                new LineSeries<double>
+                {
+                    Name = "CurrentQ",
+                    Values = new double[] { 45.5, 50.2, 48.8 }
+                }
+            };
+        }
+        catch (Exception ex)
+        {
+            _logger.LogError(ex, "加载 Qfod 图表数据失败: ScenarioId={ScenarioId}", ScenarioId);
+        }
     }
-}
\ No newline at end of file
+}
diff --git a/src/WCTDataMiner.Wpf/ViewModels/ScenarioListViewModel.cs b/src/WCTDataMiner.Wpf/ViewModels/ScenarioListViewModel.cs
index fbc0cd1..6b3f5b2 100644
--- a/src/WCTDataMiner.Wpf/ViewModels/ScenarioListViewModel.cs
+++ b/src/WCTDataMiner.Wpf/ViewModels/ScenarioListViewModel.cs
@@ -1,22 +1,163 @@
 using CommunityToolkit.Mvvm.ComponentModel;
+using CommunityToolkit.Mvvm.Messaging;
+using Microsoft.Extensions.Logging;
+using System.Collections.ObjectModel;
+using WCTDataMiner.Core.Services;
+using WCTDataMiner.Wpf.Messages;
 
 namespace WCTDataMiner.Wpf.ViewModels;
 
 /// <summary>
 /// 场景列表 ViewModel
 /// </summary>
-public partial class ScenarioListViewModel : ObservableObject
+public partial class ScenarioListViewModel : ObservableObject, IRecipient<DataImportedMessage>
 {
+    private readonly ScenarioService _scenarioService;
+    private readonly ILogger<ScenarioListViewModel> _logger;
+
     [ObservableProperty]
-    private List<ScenarioItem> _scenarios;
+    private ObservableCollection<ScenarioItem> _scenarios = new();
 
     [ObservableProperty]
     private ScenarioItem? _selectedScenario;
 
-    public ScenarioListViewModel()
+    [ObservableProperty]
+    private bool _isLoading;
+
+    [ObservableProperty]
+    private string _loadingMessage = "";
+
+    public ScenarioListViewModel(
+        ScenarioService scenarioService,
+        ILogger<ScenarioListViewModel> logger)
     {
-        // TODO: 从数据库加载场景列表
-        _scenarios = new List<ScenarioItem>();
+        _scenarioService = scenarioService;
+        _logger = logger;
+
+        // 注册消息订阅，接收导入完成通知
+        WeakReferenceMessenger.Default.Register<DataImportedMessage>(this);
+    }
+
+    /// <summary>
+    /// 从数据库加载场景列表
+    /// </summary>
+    public async Task LoadScenariosAsync()
+    {
+        // 避免并发加载
+        if (IsLoading)
+        {
+            _logger.LogWarning("跳过重复加载请求：当前正在加载");
+            return;
+        }
+
+        IsLoading = true;
+        LoadingMessage = "正在加载场景列表...";
+
+        try
+        {
+            var scenarios = await _scenarioService.GetAllScenariosAsync();
+
+            // 批量更新，避免逐项 Add 导致频繁 UI 刷新
+            var items = scenarios.Select(s => new ScenarioItem
+            {
+                Id = s.Id,
+                TxPanel = s.TxPanel?.Name ?? "",
+                TxHardware = s.TxHardware?.Version ?? "",
+                TxSoftware = s.TxSoftware?.Version ?? "",
+                RxType = s.RxType?.Name ?? "",
+                TestDate = s.TestDate.ToString("yyyy-MM-dd"),
+                QfodCount = s.QfodCount,
+                PlossCount = s.PlossCount
+            }).ToList();
+
+            Scenarios = new ObservableCollection<ScenarioItem>(items);
+        }
+        catch (Exception ex)
+        {
+            _logger.LogError(ex, "加载场景列表失败");
+            LoadingMessage = $"加载失败: {ex.Message}";
+            return;
+        }
+        finally
+        {
+            IsLoading = false;
+            LoadingMessage = "";
+        }
+    }
+
+    /// <summary>
+    /// 根据筛选条件加载场景
+    /// </summary>
+    public async Task LoadScenariosByFilterAsync(
+        string? txPanel = null,
+        string? txHardware = null,
+        string? txSoftware = null,
+        string? rxType = null)
+    {
+        // 避免并发加载
+        if (IsLoading)
+        {
+            _logger.LogWarning("跳过重复筛选请求：当前正在加载");
+            return;
+        }
+
+        IsLoading = true;
+        LoadingMessage = "正在筛选场景...";
+
+        try
+        {
+            var scenarios = await _scenarioService.GetScenariosByFilterAsync(
+                txPanel, txHardware, txSoftware, rxType);
+
+            // 批量更新，避免逐项 Add 导致频繁 UI 刷新
+            var items = scenarios.Select(s => new ScenarioItem
+            {
+                Id = s.Id,
+                TxPanel = s.TxPanel?.Name ?? "",
+                TxHardware = s.TxHardware?.Version ?? "",
+                TxSoftware = s.TxSoftware?.Version ?? "",
+                RxType = s.RxType?.Name ?? "",
+                TestDate = s.TestDate.ToString("yyyy-MM-dd"),
+                QfodCount = s.QfodCount,
+                PlossCount = s.PlossCount
+            }).ToList();
+
+            Scenarios = new ObservableCollection<ScenarioItem>(items);
+        }
+        catch (Exception ex)
+        {
+            _logger.LogError(ex, "筛选场景失败");
+            LoadingMessage = $"筛选失败: {ex.Message}";
+            return;
+        }
+        finally
+        {
+            IsLoading = false;
+            LoadingMessage = "";
+        }
+    }
+
+    /// <summary>
+    /// 接收数据导入完成消息，自动刷新列表
+    /// </summary>
+    public async void Receive(DataImportedMessage message)
+    {
+        try
+        {
+            await LoadScenariosAsync();
+        }
+        catch (Exception ex)
+        {
+            _logger.LogError(ex, "接收数据导入消息后刷新场景列表失败");
+        }
+    }
+
+    /// <summary>
+    /// 获取可用的筛选选项
+    /// </summary>
+    public async Task<FilterOptions> GetFilterOptionsAsync()
+    {
+        return await _scenarioService.GetFilterOptionsAsync();
     }
 }
 
@@ -25,7 +166,7 @@ public partial class ScenarioListViewModel : ObservableObject
 /// </summary>
 public class ScenarioItem
 {
-    public int Id { get; set; }
+    public Guid Id { get; set; }
     public string TxPanel { get; set; } = "";
     public string TxHardware { get; set; } = "";
     public string TxSoftware { get; set; } = "";
@@ -33,4 +174,4 @@ public class ScenarioItem
     public string TestDate { get; set; } = "";
     public int QfodCount { get; set; }
     public int PlossCount { get; set; }
-}
\ No newline at end of file
+}
diff --git a/src/WCTDataMiner.Wpf/Views/ScenarioListView.xaml.cs b/src/WCTDataMiner.Wpf/Views/ScenarioListView.xaml.cs
index 95662b6..336d03e 100644
--- a/src/WCTDataMiner.Wpf/Views/ScenarioListView.xaml.cs
+++ b/src/WCTDataMiner.Wpf/Views/ScenarioListView.xaml.cs
@@ -1,5 +1,8 @@
+using CommunityToolkit.Mvvm.Messaging;
 using System.Windows;
 using System.Windows.Controls;
+using WCTDataMiner.Wpf.Messages;
+using WCTDataMiner.Wpf.ViewModels;
 
 namespace WCTDataMiner.Wpf.Views;
 
@@ -12,19 +15,17 @@ public partial class ScenarioListView : UserControl
 
     private void OnViewPlossChart(object sender, RoutedEventArgs e)
     {
-        // TODO: 导航到 Ploss 图表页面
-        if (DataContext is ViewModels.ScenarioListViewModel vm && vm.SelectedScenario != null)
+        if (DataContext is ScenarioListViewModel vm && vm.SelectedScenario != null)
         {
-            // Navigation logic
+            WeakReferenceMessenger.Default.Send(new NavigateToPlossChartMessage(vm.SelectedScenario.Id));
         }
     }
 
     private void OnViewQfodChart(object sender, RoutedEventArgs e)
     {
-        // TODO: 导航到 Qfod 图表页面
-        if (DataContext is ViewModels.ScenarioListViewModel vm && vm.SelectedScenario != null)
+        if (DataContext is ScenarioListViewModel vm && vm.SelectedScenario != null)
         {
-            // Navigation logic
+            WeakReferenceMessenger.Default.Send(new NavigateToQfodChartMessage(vm.SelectedScenario.Id));
         }
     }
 }
\ No newline at end of file