状況認識・意思決定支援ソフトウェア¶

// 状況認識ダッシュボードの基本構成
interface SituationalAwarenessDashboard {
  // リアルタイムデータストリーム
  dataStream$: Observable<SensorData[]>;

  // 状態管理
  state: {
    currentSituation: SituationState;
    alerts: Alert[];
    userPreferences: UserSettings;
    decisionContext: DecisionContext;
  };

  // コンポーネント構成
  components: {
    mapVisualization: MapComponent;
    dataCharts: ChartComponent[];
    alertPanel: AlertComponent;
    decisionPanel: DecisionSupportComponent;
    controlPanel: ControlComponent;
  };

  // 機能メソッド
  updateSituation(data: SensorData): void;
  triggerAlert(alert: Alert): void;
  supportDecision(context: DecisionContext): DecisionRecommendation;
  executeAction(action: UserAction): void;
}

// 意思決定支援インターフェース
interface DecisionSupportSystem {
  // 意思決定プロセス
  identifyProblem(context: ProblemContext): Problem;
  generateAlternatives(problem: Problem): Alternative[];
  evaluateAlternatives(alternatives: Alternative[]): EvaluationResult[];
  recommendSolution(evaluations: EvaluationResult[]): Recommendation;

  // 学習・改善
  collectFeedback(decision: Decision, outcome: Outcome): void;
  updateModel(feedback: Feedback[]): void;
}

// 統合API設計
interface IntegratedSADMAPI {
  // 状況認識エンドポイント
  situationalAwareness: {
    GET: '/api/v1/situation/current';
    GET: '/api/v1/situation/history?from={timestamp}&to={timestamp}';
    POST: '/api/v1/situation/update';
    WebSocket: '/ws/situation-stream';
  };

  // 意思決定支援エンドポイント
  decisionSupport: {
    POST: '/api/v1/decisions/analyze';
    GET: '/api/v1/decisions/alternatives/{problemId}';
    POST: '/api/v1/decisions/evaluate';
    GET: '/api/v1/decisions/recommendations/{contextId}';
    POST: '/api/v1/decisions/execute';
  };

  // 統合分析エンドポイント
  analytics: {
    GET: '/api/v1/analytics/performance';
    POST: '/api/v1/analytics/simulate';
    GET: '/api/v1/analytics/insights/{domainId}';
  };
}

// 状況認識データモデル
interface SituationData {
  id: string;
  timestamp: Date;
  domain: 'aviation' | 'maritime' | 'medical' | 'emergency' | 'military';
  source: DataSource;
  coordinates?: GeographicCoordinates;
  metrics: Record<string, number | string | boolean>;
  confidence: number; // 0-1の信頼度
  priority: Priority;
  context: SituationContext;
}

// 意思決定データモデル
interface DecisionData {
  id: string;
  problemId: string;
  timestamp: Date;
  context: DecisionContext;
  alternatives: Alternative[];
  criteria: EvaluationCriteria[];
  recommendation: Recommendation;
  rationale: string;
  confidence: number;
  stakeholders: Stakeholder[];
}

// アラート・通知モデル
interface Alert {
  id: string;
  type: AlertType;
  severity: SeverityLevel;
  message: string;
  source: string;
  timestamp: Date;
  actionRequired: boolean;
  decisionSupport?: DecisionSupport;
  expiresAt?: Date;
  metadata: Record<string, any>;
}

// コンプライアンス管理インターフェース
interface ComplianceManager {
  // 規制対応
  validateGDPR(dataProcessing: DataProcessing): ComplianceResult;
  ensureHIPAA(medicalData: MedicalData): ComplianceResult;
  checkSOX(financialDecision: FinancialDecision): ComplianceResult;

  // 監査機能
  generateAuditTrail(actions: UserAction[]): AuditTrail;
  reportCompliance(period: TimePeriod): ComplianceReport;

  // データ保護
  anonymizeData(sensitiveData: SensitiveData): AnonymizedData;
  enforceRetentionPolicy(data: Data[]): void;
}

// 大規模システム対応
@Injectable()
export class ScalableDataProcessingService {
  // 分散処理
  async processLargeDataset(dataset: LargeDataset): Promise<ProcessingResult> {
    const chunks = this.partitionData(dataset);
    const results = await Promise.all(
      chunks.map(chunk => this.processChunk(chunk))
    );
    return this.mergeResults(results);
  }

  // キャッシュ戦略
  private cache = new Map<string, any>();

  async getCachedData(key: string): Promise<any> {
    if (this.cache.has(key)) {
      return this.cache.get(key);
    }

    const data = await this.fetchData(key);
    this.cache.set(key, data);
    return data;
  }

  // リアルタイム最適化
  optimizeRealTimeProcessing(): Observable<OptimizedData> {
    return this.dataStream$.pipe(
      // バッファリング
      bufferTime(100),
      // 重複除去
      map(data => this.deduplicateData(data)),
      // 優先度順ソート
      map(data => this.prioritizeData(data)),
      // 並列処理
      mergeMap(data => this.processInParallel(data), 4)
    );
  }
}

// AIによる自動化支援
interface AIEnhancedSADM {
  // 自動状況認識
  autoDetectSituation(sensorData: SensorData[]): Promise<SituationAnalysis>;

  // 予測分析
  predictFutureState(currentState: State, timeHorizon: number): Promise<Prediction>;

  // 最適化支援
  optimizeDecision(context: DecisionContext): Promise<OptimizedSolution>;

  // 学習・適応
  learnFromOutcome(decision: Decision, outcome: Outcome): Promise<void>;
}