Solar Energy AI Dashboard

System Architecture Flow

                    classDiagram
                        class User {
                            -string id
                            -string email
                            -string name
                            -string[] roles
                            -UserPreferences preferences
                            +register(email, password, name) User
                            +login(email, password) AuthToken
                            +updateProfile(UserProfileUpdate) User
                            +getPreferences() UserPreferences
                            +updatePreferences(UserPreferences) void
                        }

                        class UserPreferences {
                            -string theme
                            -NotificationSettings notifications
                            -DashboardLayout dashboardLayout
                            -MeasurementUnits units
                            +toggleTheme() void
                            +updateNotifications(NotificationSettings) void
                            +customizeDashboard(DashboardLayout) void
                            +setMeasurementUnits(MeasurementUnits) void
                        }

                        class AuthService {
                            +login(credentials) AuthToken
                            +register(userData) User
                            +logout() void
                            +refreshToken() AuthToken
                            +getAuthenticatedUser() User
                            +isAuthenticated() boolean
                        }

                        class SolarSystem {
                            -string id
                            -string name
                            -number capacity
                            -string location
                            -Panel[] panels
                            -Battery[] batteries
                            -Inverter[] inverters
                            -EnergyConsumption[] consumption
                            +getSystemStatus() SystemStatus
                            +getEnergyProduction(DateRange) EnergyData[]
                            +getEnergyConsumption(DateRange) EnergyData[]
                            +getBatteryStatus() BatteryStatus[]
                            +calculateEfficiency(DateRange) EfficiencyMetrics
                        }

                        class Battery {
                            -string id
                            -string model
                            -number capacity
                            -number currentCharge
                            -number chargeRate
                            -number dischargeRate
                            -string status
                            -Date installationDate
                            +getCurrentLevel() number
                            +getChargeRate() number
                            +getHealthStatus() BatteryHealth
                            +estimateRemainingTime() number
                            +getHistoricalPerformance(DateRange) BatteryData[]
                        }

                        class Panel {
                            -string id
                            -string model
                            -number capacity
                            -number currentOutput
                            -string status
                            -Date installationDate
                            +getCurrentOutput() number
                            +getEfficiency() number
                            +getDailyProduction() EnergyData[]
                            +getHealthStatus() PanelHealth
                        }

                        class WeatherService {
                            +getCurrentWeather(location) Weather
                            +getForecast(location, days) Forecast[]
                            +getSolarIrradiance(location, date) IrradianceData
                            +getHistoricalWeather(location, DateRange) Weather[]
                        }

                        class Weather {
                            -Date timestamp
                            -string condition
                            -number temperature
                            -number cloudCover
                            -number precipitation
                            -number windSpeed
                            -number solarIrradiance
                            +getWeatherIcon() string
                            +getPrecipitationProbability() number
                            +getFormattedTemperature() string
                        }

                        class EnergyData {
                            -Date timestamp
                            -number production
                            -number consumption
                            -number gridImport
                            -number gridExport
                            -number batteryCharge
                            -number batteryDischarge
                            +calculateNetEnergy() number
                            +calculateSelfConsumption() number
                            +getFormattedDate() string
                            +getHourlyBreakdown() HourlyData[]
                        }

                        class AIService {
                            -MLModel weatherPredictionModel
                            -MLModel energyOptimizationModel
                            -MLModel maintenancePredictionModel
                            +analyzeWeatherImpact(Forecast) ProductionPrediction
                            +optimizeEnergyUsage(SystemStatus, Forecast) OptimizationPlan
                            +predictMaintenance(SystemData) MaintenanceAlert[]
                            +trainModels(HistoricalData) void
                            +getOptimizationSavings() SavingsMetrics
                        }

                        class OptimizationPlan {
                            -Date timestamp
                            -number recommendedBatteryReserve
                            -DeviceSchedule[] deviceSchedules
                            -number estimatedSavings
                            -string[] recommendations
                            +applyAutomatically() boolean
                            +getScheduleSummary() string
                            +getDetailedRecommendations() Recommendation[]
                        }

                        class NotificationService {
                            -NotificationPreference[] preferences
                            +createAlert(AlertData) Notification
                            +dismissNotification(id) void
                            +getUnreadNotifications() Notification[]
                            +markAsRead(id) void
                            +subscribeToAlerts(AlertType[]) void
                            +unsubscribeFromAlerts(AlertType[]) void
                        }

                        class DashboardService {
                            -Widget[] availableWidgets
                            -Layout userLayout
                            +getCurrentLayout() Layout
                            +saveLayout(Layout) void
                            +getAvailableWidgets() Widget[]
                            +getWidgetData(widgetId) WidgetData
                            +refreshData() void
                        }

                        class FinancialMetrics {
                            -number energySaved
                            -number costSaved
                            -number projectedAnnualSavings
                            -number systemROI
                            -Date payoffDate
                            +calculateSavingsToDate() number
                            +projectFutureSavings(months) number
                            +getROIPercentage() number
                            +getFormattedPayoffDate() string
                        }

                        class LocalStorageService {
                            +getData(key) any
                            +setData(key, value) void
                            +removeData(key) void
                            +clearAll() void
                            +isAvailable() boolean
                            +getRemainingSpace() number
                        }

                        class AppState {
                            -User currentUser
                            -SolarSystem[] systems
                            -Dashboard activeDashboard
                            -boolean isLoading
                            -boolean isOffline
                            -Error[] errors
                            +initializeApp() void
                            +loadUserData() void
                            +handleApiError(Error) void
                            +synchronizeData() void
                            +getSystemById(id) SolarSystem
                        }

                        User "1" -- "1" UserPreferences: has
                        User "1" -- "*" SolarSystem: owns
                        SolarSystem "1" -- "*" Panel: contains
                        SolarSystem "1" -- "*" Battery: contains
                        SolarSystem "1" -- "*" EnergyData: generates
                        AIService --> WeatherService: uses
                        AIService --> SolarSystem: analyzes
                        AIService "1" -- "*" OptimizationPlan: creates
                        DashboardService --> SolarSystem: displays
                        NotificationService --> User: alerts
                        AppState "1" -- "1" User: tracks
                        AppState "1" -- "*" SolarSystem: manages
                        WeatherService "1" -- "*" Weather: provides

System Architecture Flow

                        sequenceDiagram
=======
                        participant User
                        participant UI as User Interface
                        participant Auth as AuthService
                        participant Store as LocalStorageService
                        participant Dashboard as DashboardService
                        participant Solar as SolarSystem
                        participant Weather as WeatherService
                        participant AI as AIService
                        participant Notif as NotificationService

                        %% App Initialization
                        User->>UI: Open application
                        activate UI
                        UI->>Auth: Check authentication status
                        activate Auth
                        Auth->>Store: Get stored credentials
                        Store-->>Auth: Return auth token (if exists)
                        Auth-->>UI: Return auth status
                        deactivate Auth

                        alt Not Authenticated
                            UI->>User: Show login screen
                            User->>UI: Enter credentials
                            UI->>Auth: login(credentials)
                            activate Auth
                            Auth->>Store: Store auth token
                            Auth-->>UI: Return user data
                            deactivate Auth
                        end

                        UI->>Dashboard: initializeApp()
                        activate Dashboard
                        Dashboard->>Store: Load user preferences
                        Store-->>Dashboard: Return preferences
                        Dashboard->>Solar: getSystemStatus()
                        activate Solar
                        Solar->>Store: Get system data
                        Store-->>Solar: Return system data
                        Solar-->>Dashboard: Return current status
                        deactivate Solar
                        Dashboard-->>UI: Return dashboard configuration
                        deactivate Dashboard

                        UI->>Weather: getCurrentWeather() & getForecast()
                        activate Weather
                        Weather-->>UI: Return weather data
                        deactivate Weather

                        %% Main Dashboard Loading
                        UI->>Dashboard: getCurrentLayout()
                        activate Dashboard
                        Dashboard->>Store: Get saved layout
                        Store-->>Dashboard: Return layout
                        Dashboard-->>UI: Return layout configuration
                        deactivate Dashboard

                        UI->>Solar: getSystemStatus()
                        activate Solar
                        Solar->>Store: Get latest system data
                        Store-->>Solar: Return system data
                        Solar-->>UI: Return battery status, production/consumption
                        deactivate Solar

                        %% Real-time Data Updates (simulated with localStorage)
                        loop Every minute
                            UI->>Solar: getSystemStatus()
                            activate Solar
                            Solar->>Store: Update with simulated real-time data
                            Store-->>Solar: Confirm update
                            Solar-->>UI: Return updated system status
                            deactivate Solar
                            UI->>User: Update dashboard visualizations
                        end

                        %% AI Optimization
                        UI->>AI: optimizeEnergyUsage()
                        activate AI
                        AI->>Solar: Get current system data
                        Solar-->>AI: Return system data
                        AI->>Weather: getForecast()
                        Weather-->>AI: Return weather forecast
                        AI->>AI: Process data through ML model
                        AI-->>UI: Return optimization recommendations
                        deactivate AI
                        UI->>User: Display recommendations

                        %% User Interaction with Recommendations
                        User->>UI: Accept optimization plan
                        UI->>AI: applyOptimizationPlan()
                        activate AI
                        AI->>Store: Save optimization settings
                        AI->>Notif: createAlert(optimizationApplied)
                        Notif->>Store: Store notification
                        AI-->>UI: Confirm plan application
                        deactivate AI

                        %% View Historical Data
                        User->>UI: Request historical data view
                        UI->>Solar: getEnergyProduction(dateRange)
                        activate Solar
                        Solar->>Store: Get historical data
                        Store-->>Solar: Return stored data
                        Solar-->>UI: Return formatted production data
                        deactivate Solar
                        UI->>User: Display historical charts

                        %% View Financial Metrics
                        User->>UI: Request financial metrics
                        UI->>Solar: calculateEfficiency(dateRange)
                        activate Solar
                        Solar->>Store: Get efficiency data
                        Store-->>Solar: Return stored data
                        Solar-->>UI: Return efficiency metrics
                        deactivate Solar
                        UI->>User: Display financial savings

                        %% User Customization
                        User->>UI: Update dashboard layout
                        UI->>Dashboard: saveLayout(newLayout)
                        activate Dashboard
                        Dashboard->>Store: Save new layout
                        Dashboard-->>UI: Confirm layout saved
                        deactivate Dashboard

                        %% Notification Handling
                        Notif->>Store: Check for pending alerts
                        Store-->>Notif: Return pending alerts
                        Notif->>UI: Display notification
                        UI->>User: Show notification toast
                        User->>UI: Dismiss notification
                        UI->>Notif: dismissNotification(id)
                        Notif->>Store: Update notification status

                        %% User Logout
                        User->>UI: Request logout
                        UI->>Auth: logout()
                        activate Auth
                        Auth->>Store: Clear auth token
                        Auth-->>UI: Confirm logout
                        deactivate Auth
                        UI->>User: Redirect to login screen

Notifications

Battery Optimization

New savings opportunity detected

10 minutes ago

Weather Alert

Sunny day forecasted tomorrow

1 hour ago

Performance Update

System efficiency increased by 2%

2 hours ago

System Alert

Panel #3 output reduced by 15%

Yesterday

Solar Production

3.8 kW

Battery Level

72 %

Inverter Output

3.6 kW

Grid Flow

0.5 kW

Energy Production

Current Production

3.8 kW

Peak Today 4.2 kW @ 12:30 PM

Daily Total

18.4 kWh

Avg. Daily 16.2 kWh

CO₂ Saved

12.4 kg

Equivalent 42 trees

Production

Consumption

Grid Export

Power Flow

Solar Panels

Active

3.8 kW

850 W/m² irradiance

Efficiency 92%

Inverter

96%

3.6 kW

AC Output

Temperature 42°C

Battery

Charging

2.1 kW

72% charged

13.5 kWh 9.7 kWh

Grid

Exporting

0.5 kW

To grid

Today 3.2 kWh

Generation

Conversion

Storage

Grid

Battery Status

72%

Capacity

13.5 kWh

Charge Rate

2.1 kW

Health

98%

Time Remaining

3h 12m

Weather Forecast

Los Angeles, CA

28°C

Sunny

High: 30°C

Low: 18°C

Now

28°

6PM

25°

9PM

20°

12AM

18°

5 km/h

850 W/m²

AI Recommendations

Optimal Charging

Battery charging schedule optimized for tomorrow's sunny forecast

Load Shifting

Run high-consumption appliances between 10AM-2PM

Maintenance Check

Panel #3 efficiency decreased by 5% - recommend inspection

System Architecture Flow

System Architecture Flow

Notifications

Energy Production

Power Flow

Battery Status

Weather Forecast

AI Recommendations

Energy Savings

System Health