Published Technical Disclosure Archive

AI-Powered Bug Deterrent System for Air Data Probes

Publication ID: 24-11856939_0005_PTD
Published: October 26, 2025
Category:Future Evolutions & Paradigm Shifts

Legal Citation

pr1or.art Inc., “AI-Powered Bug Deterrent System for Air Data Probes,” Published Technical Disclosure No. 24-11856939_0005_PTD, Published October 26, 2025, available at https://archive.pr1or.art/24-11856939_0005_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. 11,856,939.

Background and Problem Solved

The original patent, 'Smart cover bug deterrent', provided a basic solution for repelling insects from air data probes. However, this invention has limitations, such as the need for manual maintenance, limited adaptability to changing environmental conditions, and potential insect resistance. The present invention addresses these limitations by introducing a self-sustaining, adaptive, and AI-powered system that ensures accurate air data measurements.

Novelty and Inventive Step

The present invention introduces a paradigm shift in air data probe technology by integrating advanced materials, AI, and machine learning to dynamically prevent insect-related measurement errors. The novel combination of self-sustaining, micro-encapsulated insect repellent, nanotechnology-based, adaptive coating, and AI-powered real-time adjustment constitutes a significant inventive step compared to the original patent.

Alternative Embodiments and Variations

Alternative embodiments of the invention may include the use of different types of repellents, coatings, or AI algorithms. The system could also be adapted for use in other industries, such as wind turbines or weather monitoring stations, where accurate air data measurements are critical. Additionally, the invention could be integrated with other sensors or systems to provide a more comprehensive air data measurement solution.

Potential Commercial Applications and Market

The present invention has significant commercial potential in the aerospace industry, where accurate air data measurements are critical for safe and efficient flight operations. The invention could also be applied in other industries, such as wind energy, weather monitoring, and autonomous systems, where accurate air data measurements are essential. The market for advanced air data probe systems is expected to grow significantly in the coming years, driven by the increasing demand for accurate and reliable air data measurements.

CPC Classifications

SectionClassGroup
A A01 A01M29/34
A A01 A01M29/12
G G01 G01L19/147
G G01 G01P5/165
G G01 G01P13/025

Field of Art

Aerospace sensor systems, specifically air data probe technologies with insect mitigation strategies, requiring expertise in sensor design, materials engineering, and environmental adaptation techniques

Person of Ordinary Skill (PHOSITA) Profile

A professional with a mechanical or aerospace engineering background, familiar with sensor protection methods, materials science, and environmental sensor challenges, typically holding a BS/MS degree with 3-5 years of specialized experience

Obviousness Rationale

A PHOSITA would recognize that the PTD's AI-driven and nanotechnology-enhanced insect repellent approaches are logical extensions of the source patent's fundamental insect prevention strategy. The core problem of protecting air data probe openings remains consistent, with the PTD offering increasingly sophisticated technical solutions using predictable engineering methodologies. The variations represent incremental improvements using known technological approaches within the sensor protection domain.

Obvious Combinations & Variations

Source Patent Element
Cover with reservoir for holding insect repellent
PTD Variation
Micro-encapsulated insect repellent integrated into probe surface
Obviousness Reasoning
Predictable design evolution using known materials science techniques to improve repellent distribution and longevity
Source Patent Element
Static insect prevention method
PTD Variation
Machine learning algorithms predicting insect activity patterns
Obviousness Reasoning
Application of standard AI techniques to optimize existing sensor protection strategies, representing a known approach to enhancing technical systems
Source Patent Element
Probe head cover with basic protective functionality
PTD Variation
Nanotechnology-based adaptive coating responsive to environmental conditions
Obviousness Reasoning
Logical extension of protective design using emerging materials technologies to enhance existing protective strategies
Source Patent Element
Passive insect repellent reservoir
PTD Variation
AI-powered insect detection and real-time repellent adjustment system
Obviousness Reasoning
Systematic application of control theory and sensor technologies to improve existing protective mechanisms
Source Patent Element
Single probe insect prevention approach
PTD Variation
Swarm intelligence-based distributed probe network with decentralized decision-making
Obviousness Reasoning
Predictable scaling of protective technologies using known network optimization and distributed sensing principles
35 U.S.C. § 103 Summary: Based on the teachings of US Patent 11856939 and the comprehensive technical variations disclosed herein, a person of ordinary skill in the art would find the claimed innovations obvious and lacking inventive step. The systematic application of known technologies including AI, nanotechnology, and adaptive materials to the fundamental problem of air data probe insect prevention represents an obvious combination of prior art elements yielding predictable results within the sensor protection domain.

Original Patent Information

Patent NumberUS 11,856,939
TitleSmart cover bug deterrent
Assignee(s)Rosemount Aerospace Inc.