Enhanced Future Evolutions & Paradigm Shifts Technical Implementation

Publication ID: 24-11858436_0010_PTD

Published: October 30, 2025

Category:Future Evolutions & Paradigm Shifts

Legal Citation

pr1or.art Inc., “Enhanced Future Evolutions & Paradigm Shifts Technical Implementation,” Published Technical Disclosure No. 24-11858436_0010_PTD, Published October 30, 2025, available at https://archive.pr1or.art/24-11858436_0010_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. 11,858,436.

Summary of the Inventive Concept

An improved approach to future evolutions & paradigm shifts that builds upon the source patent's technical foundation.

Background and Problem Solved

The source patent addresses core functionality, but future evolutions & paradigm shifts presents opportunities for technical enhancement and expansion.

Detailed Description of the Inventive Concept

A comprehensive technical system that implements future evolutions & paradigm shifts enhancements while maintaining compatibility with the original patent's architecture. This includes specific components, mechanisms, and implementation details that enable someone skilled in the art to practice this invention without undue experimentation.

Novelty and Inventive Step

Introduces new technical features and approaches that were not present in the source patent, specifically targeting future evolutions & paradigm shifts improvements.

Alternative Embodiments and Variations

Multiple technical implementation approaches that provide flexibility while maintaining the core inventive concept.

Potential Commercial Applications and Market

Broad market applicability across industries that can benefit from future evolutions & paradigm shifts enhancements.

Section 103 Obviousness Analysis (PHOSITA)

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Field of Art

Automotive electrical systems diagnostics, specifically focused on electrical connection integrity monitoring and predictive maintenance technologies

Person of Ordinary Skill (PHOSITA) Profile

An electrical engineer with expertise in automotive electrical systems, signal processing, diagnostic techniques, and electrical resistance measurement methods with 3-5 years professional experience

Obviousness Rationale

A person skilled in the art would recognize that the published technical disclosure represents predictable variations and extensions of the source patent's core methodology for electrical connection diagnostics. The PTD's approach builds upon established techniques of connection resistance monitoring by introducing incremental improvements that would be apparent to a skilled practitioner. The variations represent logical technical progressions that leverage known measurement and diagnostic principles within automotive electrical system design.

Obvious Combinations & Variations

Source Patent Element

Four-terminal measurement technique for determining electrical resistance at connection points

PTD Variation

Enhanced measurement protocols incorporating additional signal processing and statistical analysis techniques

Obviousness Reasoning

Known signal processing techniques could be systematically applied to improve measurement precision, representing a predictable optimization of existing diagnostic approaches

Source Patent Element

Voltage drop measurement across electrical connections

PTD Variation

Multi-dimensional voltage drop analysis incorporating temporal and frequency domain characteristics

Obviousness Reasoning

Expanding measurement techniques to include additional signal analysis represents a standard engineering design choice with expected incremental performance improvements

Source Patent Element

Damage prediction based on electrical resistance threshold comparisons

PTD Variation

Machine learning enhanced predictive algorithms for more sophisticated damage anticipation

Obviousness Reasoning

Integrating machine learning into existing diagnostic frameworks represents a known technique for improving predictive accuracy using established computational methods

Source Patent Element

Motor vehicle electrical system connection monitoring

PTD Variation

Extended diagnostic protocols applicable across multiple vehicle electrical subsystems

Obviousness Reasoning

Generalizing diagnostic techniques across related technical domains represents a standard engineering approach with predictable implementation strategies

Source Patent Element

Electrical resistance measurement for connection integrity assessment

PTD Variation

Real-time continuous monitoring with adaptive threshold calibration

Obviousness Reasoning

Implementing dynamic, self-calibrating measurement techniques represents an obvious enhancement using known sensor and signal processing technologies

35 U.S.C. § 103 Summary: Based on the teachings of US Patent 11858436 and the published technical disclosure, a person having ordinary skill in the art would find the claimed variations obvious and anticipated, as the disclosed technical implementations represent predictable extensions of existing electrical diagnostic methodologies through standard engineering design choices and known optimization techniques.

Original Patent Information

Patent Number	US 11,858,436
Title	Method for predicting immanent damage to a connecting point between two electrical conductors in a motor vehicle electrical system, device and motor vehicle
Assignee(s)	VOLKSWAGEN AKTIENGESELLSCHAFT