Aircraft Crew Monitoring and Predictive Analytics System

Publication ID: 24-11857324_0008_PTD
Published: November 07, 2025
Category:Synergistic Combinations

Legal Citation

pr1or.art Inc., “Aircraft Crew Monitoring and Predictive Analytics System,” Published Technical Disclosure No. 24-11857324_0008_PTD, Published November 07, 2025, available at https://archive.pr1or.art/24-11857324_0008_PTD
This technical disclosure describes improvements that would be readily apparent to a Person Having Ordinary Skill In The Art (PHOSITA) when considered in combination with the foundational architecture disclosed in U.S. Patent No. 11,857,324.

Summary of the Inventive Concept

A novel system integrating blockchain, AI, and IoT technologies to monitor and predict aircraft crew operational states, enhancing safety and performance.

Background and Problem Solved

The original patent disclosed a system for monitoring the operational state of an aircraft crew, but it had limitations in terms of data security, analysis, and prediction capabilities. The new inventive concept addresses these limitations by incorporating blockchain, AI, and IoT technologies to provide a more comprehensive and proactive system.

Detailed Description of the Inventive Concept

The Aircraft Crew Monitoring and Predictive Analytics System comprises a blockchain-based data storage module, an AI module for analyzing crew monitoring data, and an IoT-enabled aircraft control interface. The system integrates these technologies to securely store and analyze crew monitoring data, predict pilot states, and provide real-time insights to the crew. The AI module uses machine learning algorithms to identify patterns in the data and generate predictive models for optimizing crew performance. The decentralized blockchain-based data storage module ensures the integrity and security of the stored data.

Novelty and Inventive Step

The new claims introduce the novel combination of blockchain, AI, and IoT technologies to create a more powerful and proactive system for monitoring and predicting aircraft crew operational states. This synergistic combination provides a non-obvious solution that goes beyond the original patent's limitations.

Alternative Embodiments and Variations

Alternative embodiments of the inventive concept could include the use of other distributed ledger technologies, such as hashgraph or Corda, or the integration of additional AI-powered analytics tools. Variations could also include the application of this system to other industries, such as maritime or rail transportation.

Potential Commercial Applications and Market

The Aircraft Crew Monitoring and Predictive Analytics System has significant commercial potential in the aviation industry, particularly for airlines, aircraft manufacturers, and aviation safety regulators. The system's ability to enhance safety, improve crew performance, and reduce operational costs could lead to widespread adoption and market growth.

Field of Art

Aviation safety systems, crew monitoring technologies, and predictive analytics for transportation operations, requiring expertise in avionics, data analysis, machine learning, and safety-critical system design

Person of Ordinary Skill (PHOSITA) Profile

A professional with advanced engineering degree, background in aerospace systems, experience with safety monitoring technologies, knowledge of machine learning, data integration techniques, and understanding of aviation regulatory requirements

Obviousness Rationale

A PHOSITA would recognize that integrating blockchain, AI, and IoT technologies into crew monitoring systems represents a predictable technological evolution given the existing patent's focus on crew state determination. The source patent's fundamental approach of collecting and analyzing crew monitoring data provides a clear technical foundation for extending the system with advanced data management and predictive technologies. The proposed variations represent incremental improvements using well-established technological approaches in safety-critical system design.

Obvious Combinations & Variations

Source Patent Element
First and second interfaces for receiving crew monitoring data with different design assurance levels
PTD Variation
Blockchain-based data storage module for securely storing and managing crew monitoring data
Obviousness Reasoning
Blockchain provides a natural extension of existing data management approaches, offering enhanced data integrity and security for multi-source monitoring systems
Source Patent Element
Pilot state determiner using deterministic algorithms and finite-state machines
PTD Variation
AI module using machine learning algorithms to predict and analyze pilot states
Obviousness Reasoning
Machine learning represents a predictable technological progression from deterministic state machines, offering more sophisticated pattern recognition and predictive capabilities
Source Patent Element
System for determining consolidated pilot operational states
PTD Variation
IoT-enabled aircraft control interface providing real-time crew monitoring data
Obviousness Reasoning
IoT integration is a standard approach for enhancing real-time data collection and system interoperability in modern aviation monitoring technologies
Source Patent Element
Monitoring system focused on crew operational state tracking
PTD Variation
Consensus algorithms for ensuring data integrity and generating performance optimization models
Obviousness Reasoning
Implementing consensus mechanisms represents a logical extension of existing data validation techniques in safety-critical monitoring systems
35 U.S.C. § 103 Summary: Based on the teachings of US Patent 11857324, a person having ordinary skill in the art would find the proposed variations in aircraft crew monitoring technologies involving blockchain, AI, and IoT integration to be obvious modifications. The disclosed system represents a predictable combination of known techniques in safety monitoring, data management, and predictive analytics, thereby rendering potential claims in this domain obvious and non-patentable.

Original Patent Information

Patent NumberUS 11,857,324
TitleSystem for monitoring the operational status of an aircraft crew, and associated method
Assignee(s)DASSAULT AVIATION