Adaptive Tension Sensor Tech for Industrial Optimization

Publication ID: 24-11856895_0002_PTD

Published: October 26, 2025

Category:New Applications & Use Cases

Legal Citation

pr1or.art Inc., “Adaptive Tension Sensor Tech for Industrial Optimization,” Published Technical Disclosure No. 24-11856895_0002_PTD, Published October 26, 2025, available at https://archive.pr1or.art/24-11856895_0002_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. 11,856,895.

Background and Problem Solved

The original patent addressed the issue of twine over-tension conditions in agricultural baling equipment, but its core technology has broader applications. This invention leverages the baling needle sensor to solve similar problems in new industries, where detecting and responding to over-tension conditions can improve efficiency, reduce waste, and enhance overall performance.

Novelty and Inventive Step

The novelty of this invention lies in the application of the baling needle sensor technology to entirely new industries and use cases, leveraging its core functionality to address similar problems in different contexts. The inventive step is the recognition of the sensor's potential beyond agricultural baling equipment and the adaptation of its technology to solve problems in other fields.

Alternative Embodiments and Variations

Alternative embodiments of the invention could include variations of the baling needle sensor adapted for specific industries, such as a compact version for use in small-scale greenhouses or a high-precision version for use in manufacturing processes. Other variations could include the integration of additional sensors or data sources to enhance the system's decision-making capabilities.

Potential Commercial Applications and Market

The invention has significant commercial potential in various industries, including greenhouse temperature control, crop growth optimization, smart greenhouse systems, manufacturing process anomaly detection, and predictive maintenance in industrial equipment. The target market includes companies operating in these industries, as well as startups and research institutions developing innovative solutions for these fields.

CPC Classifications

Section	Class	Group
A	A01	A01F15/148
A	A01	A01F15/145

Section 103 Obviousness Analysis (PHOSITA)

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Field of Art

Agricultural machinery and sensor systems for monitoring mechanical processes, with expertise in tension detection, mechanical sensing, and adaptive control systems

Person of Ordinary Skill (PHOSITA) Profile

An engineer with a mechanical engineering or agricultural engineering background, familiar with sensor integration, mechanical feedback systems, and cross-domain technology adaptation

Obviousness Rationale

A PHOSITA would recognize the fundamental sensor mechanism in the source patent as a generalizable technology for detecting mechanical anomalies through tension monitoring. The core principle of using a sensor to detect mechanical stress conditions is readily transferable across different technical domains. The disclosed variations represent predictable applications of a known sensing technique to solve analogous problems in different technological contexts.

Obvious Combinations & Variations

Source Patent Element

Baling needle sensor detecting twine over-tension conditions

PTD Variation

Applying sensor to greenhouse environmental monitoring

Obviousness Reasoning

Sensor principle is a known technique for detecting mechanical stress, with predictable results when adapted to tension monitoring in different mechanical systems

Source Patent Element

Mechanical feedback system for preventing equipment damage

PTD Variation

Manufacturing anomaly detection using similar sensor principles

Obviousness Reasoning

Transferring sensor logic to detect process variations is a standard engineering approach for developing adaptive monitoring systems

Source Patent Element

Twine tension measurement mechanism

PTD Variation

Predictive maintenance system using tension monitoring

Obviousness Reasoning

Extending sensor technology to proactive maintenance is an obvious design choice using known techniques for mechanical condition monitoring

Source Patent Element

Mechanical stress detection in agricultural equipment

PTD Variation

Adapting sensor for small-scale controlled environment monitoring

Obviousness Reasoning

Scaling and repurposing sensor technology across similar mechanical domains represents a predictable engineering solution

Source Patent Element

Sensor-driven mechanical intervention system

PTD Variation

Machine learning integration for anomaly pattern recognition

Obviousness Reasoning

Combining known sensor technology with machine learning represents an obvious technological enhancement using standard engineering approaches

35 U.S.C. § 103 Summary: Based on US Patent 11856895, the disclosed variations represent obvious extensions of known sensor technology, demonstrating that a person having ordinary skill in the art would readily conceive of applying the fundamental tension monitoring mechanism to alternative technological domains through predictable design modifications and adaptations.

Original Patent Information

Patent Number	US 11,856,895
Title	Baler slacker arm sensor for protecting against needle over-tension conditions
Assignee(s)	AGCO Corporation