Railroad Data Integration Module for Discrepancy Resolution

The patent introduces an intermediary component (data integration module or controller) that receives data from multiple data sources and applies reconciliation logic. This intermediary processes conflicting data by identifying discrepancies, applying resolution rules, and generating corrected data outputs. The intermediary acts as a mediator between multiple data sources and the control system, resolving conflicts without requiring changes to the underlying data sources.

The patent creates a composite data structure that integrates information from multiple sources with different reliability levels. Instead of using data from a single source or简单地 combining data, the system creates a composite view that weights, validates, and reconciles data from multiple sources according to their credibility and consistency, producing a more accurate integrated data set.

The patent extracts the data reconciliation function as a separate, dedicated module or component. Instead of distributing reconciliation logic across the entire system or embedding it in multiple places, the system extracts this complex function into a single modular unit that handles all data integration and conflict resolution. This modular extraction reduces overall system complexity while maintaining comprehensive operational awareness.

The patent creates a universal data integration module that handles multiple data sources, multiple types of discrepancies, and various resolution strategies through a single unified interface. This multi-functional component can process different data formats, apply various reconciliation rules, and output standardized corrected data, reducing the need for multiple specialized components and simplifying the overall system architecture.

The patent implements feedback mechanisms where the system continuously monitors data from multiple sources, compares actual data against expected patterns, and automatically adjusts or corrects data when discrepancies are detected. The feedback loop includes validation rules, consistency checks, and automatic correction protocols that enhance both decision accuracy and system reliability by ensuring data integrity before control decisions are made.

The patent performs preliminary data validation and reconciliation before control decisions are made. Instead of waiting for discrepancies to manifest in control actions, the system proactively checks data consistency, identifies potential conflicts, and resolves them in advance. This preliminary action ensures that only validated, consistent data reaches the control decision-making process, enhancing both accuracy and reliability.