Transportation Operating System With Hierarchical Feedback Coordination

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Solution Overview

Problem

Existing intermodal freight transportation systems lack a unified, autonomous operating system that integrates cyber-physical logistics, real-time work accounting, and predictive variance correction, leading to inefficiencies and disjointed operations across various IT systems managing container movements.

Innovation Solution

The Universal Transportation Operating System (UniTOS) is a cyber-physical operating system that coordinates movable assets across domains using a hierarchical feedback architecture, integrating Process Layout Asset Navigation Tool (PLANT) for planning, PLAN Execution Tool (PLANET) for execution, and Monitor-Manage-Maintain (M3) for domain-level orchestration, with Semantic-Spatial Addressing for asset tracking and continuous Work Ledger reconciliation.

Engineering Contradictions & Design Principles

VSEngineering Contradiction Analysis

1Adaptability or versatility

If separate IT systems are used for different transportation domains (crane operations, terminal storage, truck routing), then each system can be optimized for its specific function, but the overall system integration and coordination become fragmented and inefficient

Engineering Contradiction:
Improvesystem integration capabilityVSAvoidnumber of separate IT systems
Core Design Contradiction:
Adaptability or versatilityVSDevice complexity

Solution Approach 1:

The patent merges multiple separate IT systems (crane control, terminal storage, truck routing, shipping line operations) into a single unified autonomous operating system that coordinates all transportation domains through a common hierarchical architecture with feedback loops, eliminating fragmentation while maintaining domain-specific optimization capabilities

Inventive Principle:
Principle #5Merging (Combining)

Solution Approach 2:

The autonomous operating system is designed as a universal platform that performs multiple functions across different transportation domains simultaneously - coordinating cranes, containers, trucks, and shipping operations through a single system architecture rather than requiring separate specialized systems for each function

Inventive Principle:
Principle #6Universality (Multi-functionality)

2Productivity

If traditional batch processing and manual coordination methods are used, then system complexity is lower, but real-time optimization and responsiveness to changing conditions are significantly reduced

Engineering Contradiction:
Improvereal-time optimization capabilityVSAvoidhierarchical feedback architecture
Core Design Contradiction:
ProductivityVSDevice complexity

Solution Approach 1:

The patent implements hierarchical feedback loops at multiple levels (local domain level and global system level) that continuously monitor system state, compare actual performance against targets, and automatically adjust operations in real-time, enabling dynamic optimization responsive to changing conditions without requiring complex manual intervention

Inventive Principle:
Principle #23Feedback

Solution Approach 2:

The system performs predictive planning and simulation before executing transportation operations, using historical data and current conditions to pre-determine optimal sequences and allocations, allowing the system to anticipate and prepare for future state changes rather than reacting to them after they occur

Inventive Principle:
Principle #10Preliminary action

3Ease of operation

If autonomous coordination without unified accounting is implemented, then operational flexibility increases, but accountability and trust between different transportation participants become difficult to maintain

Engineering Contradiction:
Improveautonomous coordinationVSAvoidaccountability and trust
Core Design Contradiction:
Ease of operationVSReliability

Solution Approach 1:

Each transportation participant (crane operator, terminal manager, trucking company, shipping line) is equipped with an autonomous agent that self-manages its own operations, tracks its own performance metrics, and autonomously negotiates and executes agreements with other participants, maintaining accountability through transparent self-reporting and verification mechanisms

Inventive Principle:
Principle #25Self-service

Data Source

PatentUS20260065213A1Universal Transportation Operating System (UniTOS)
Publication Date: 2026.03.05 AIMAGO LTD CO
  • US20260065213A1 patent drawing
  • US20260065213A1 patent drawing
  • US20260065213A1 patent drawing

AI summary

The Universal Transportation Operating System (UniTOS) is an autonomous cyber-physical operating system that coordinates all movable Assets—machines, containers, vehicles, and software agents—across every Domain of human and machine activity. UniTOS integrates three core services: the Process Layout Asset Navigation Tool (PLANT) for PLAN authoring and systemic learning, the PLAN Execution Tool (PLANET) for Asset-level execution and variance reporting, and the Monitor-Manage-Maintain (M3) service for Domain-level coordination and variance reconciliation.