Systems and methods for monitoring the status of shank assemblies of agricultural implements

Michael R. Cozza, Pittsburgh, PA (US)

USPTO: us-12648505 · published 2026-06-09 · patents · A01B 79/005· A01B 35/08· A01B 63/24· A01B 49/02

Systems and methods for monitoring the status of shank assemblies of agricultural implements

Michael R. Cozza, Pittsburgh, PA (US) This is my paper

Pith reviewed 2026-06-09 17:31 UTC · model grok-4.3

classification patents A01B 79/005A01B 35/08A01B 63/24A01B 49/02

keywords shank assemblysurface profilelane profileagricultural implementoperating statuscontrollermonitoringbaseline profile

0 comments

The pith

A controller monitors shank status on agricultural implements by comparing detected lane profiles in the field to expected profiles.

A machine-rendered reading of the paper's core claim, the machinery that carries it, and where it could break.

The paper presents a system for monitoring shank assemblies used in farming equipment. It uses a sensor to capture the surface profile of the ground after the shank has passed, specifically the lane it creates. The controller then checks if this lane's width and depth match what is expected for proper operation. By doing this comparison, the system can identify if the shank is functioning correctly or if there is an issue like blockage or damage. This approach allows for indirect monitoring of the shank without needing to stop and inspect it physically.

Core claim

The system determines the operating status of the shank assembly by comparing the lane profile, consisting of lane width or lane depth, detected within the field to the expected lane profile associated with the shank assembly.

What carries the argument

The lane profile comparison mechanism, where the controller matches the measured surface profile aft of the shank to a baseline expected profile to assess operating status.

Load-bearing premise

That differences between the actual lane profile and the expected one are caused by shank assembly problems rather than by changes in soil conditions or sensor inaccuracies.

What would settle it

A test where a shank is deliberately disabled and the system fails to detect a deviation in the lane profile, or detects a false positive when the shank is working normally.

read the original abstract

1 . A system for monitoring the status of shank assemblies of agricultural implements, the system comprising: a shank assembly configured to be supported relative to an agricultural implement, the shank assembly including a shank configured to penetrate into the ground; a surface profile sensor configured to generate data indicative of a surface profile of an aft portion of the field located rearward of the shank assembly relative to a direction of travel of the agricultural implement; and a controller communicatively coupled to the surface profile sensor, the controller being configured to monitor the data received from the surface profile sensor and determine an operating status of the shank assembly based at least in part on the surface profile of the aft portion of the field, wherein the controller is configured to determine the operating status of the shank assembly by comparing the surface profile of the aft portion of the field to a baseline surface profile, wherein the surface profile of the aft portion of the field comprises a lane profile associated with a lane of the field worked by the shank assembly, the lane profile comprising at least one of a lane width or a lane depth, wherein the baseline surface profile comprises an expected lane profile associated with the shank assembly, the expected lane profile comprising at least one of an expected lane width or an expected lane depth, and wherein the controller is configured to determine the operating status of the shank assembly by comparing the lane profile detected within the field to the expected lane profile associated with the shank assembly.

Editorial analysis

A structured set of objections, weighed in public.

Desk editor's note, referee report, simulated authors' rebuttal, and a circularity audit. Tearing a paper down is the easy half of reading it; the pith above is the substance, this is the friction.

Desk Editor's Note private letter to a colleague

This patent claims a shank monitoring system via aft lane profiling but supplies no data or isolation method for the key assumption.

read the letter

This is a US patent describing a system that mounts a surface profile sensor behind a shank on an agricultural implement and has a controller compare the detected lane width or depth to an expected baseline to infer whether the shank is operating correctly. The specific combination of aft profiling with shank status inference is the main element presented as new. The description lays out the components and the comparison logic in straightforward terms without unnecessary complexity. That part is clear and direct. The central weakness is exactly the one flagged in the stress-test note: the claim assumes profile deviations reliably signal shank problems, yet the text gives no algorithm, thresholds, calibration steps, or filtering to separate shank effects from soil variation, moisture, residue, speed, or sensor noise. There are no experiments, error analysis, or validation results of any kind. As a patent this is typical, but it leaves the core inference untested. The document is a system specification rather than a research report, so it has no equations, fitted parameters, or reproducible findings to assess. It would be of interest mainly to ag equipment designers or patent attorneys working on similar monitoring setups. It does not contain the kind of evidence or analysis that would make it worth a reading group or a citation in scientific work. If this arrived as a manuscript submission it should be desk rejected rather than sent for peer review.

Referee Report

1 major / 1 minor

Summary. The manuscript describes a system for monitoring shank assemblies on agricultural implements. The system includes a shank assembly with a ground-penetrating shank, a surface profile sensor generating data on the aft field surface profile (specifically a lane profile of width or depth worked by the shank), and a controller that monitors this data to determine the shank assembly's operating status by comparing the detected lane profile against an expected baseline lane profile (expected width or depth).

Significance. If the comparison can be made robust, the system offers a non-contact approach to infer shank performance from downstream surface effects, which could support precision agriculture by enabling automated detection of issues like improper penetration without direct shank instrumentation. The architecture is straightforward and leverages existing sensor types, but the lack of any implementation details or validation data makes the practical significance difficult to evaluate.

major comments (1)

[Abstract (Claim 1)] Abstract (the system claim): The controller determines operating status solely by comparing the measured lane profile (width or depth) to the expected lane profile. No algorithm, decision thresholds, calibration method, or filtering procedure is specified to isolate shank-related deviations from confounding variables such as soil heterogeneity, moisture, residue, speed, or sensor noise. This comparison step is load-bearing for the central claim that the controller can determine shank status.

minor comments (1)

The single-sentence claim structure in the abstract reduces clarity; separating the system components, sensor function, and comparison logic into distinct clauses would improve readability.

Simulated Author's Rebuttal

1 responses · 0 unresolved

We thank the referee for their review of our patent application. Below we provide a point-by-point response to the single major comment.

read point-by-point responses

Referee: [Abstract (Claim 1)] Abstract (the system claim): The controller determines operating status solely by comparing the measured lane profile (width or depth) to the expected lane profile. No algorithm, decision thresholds, calibration method, or filtering procedure is specified to isolate shank-related deviations from confounding variables such as soil heterogeneity, moisture, residue, speed, or sensor noise. This comparison step is load-bearing for the central claim that the controller can determine shank status.

Authors: The independent claim is drafted at the architectural level standard for patent claims, defining the system by its functional configuration rather than any particular implementation. The core inventive concept is the use of a rearward surface-profile sensor to infer shank operating status via comparison of the detected lane profile against an expected baseline; the claim recites that the controller is configured to perform this comparison. Specific algorithms, thresholds, calibration routines, or noise-filtering steps are implementation details that fall within the ordinary skill of practitioners in sensor fusion and precision agriculture and do not need to be recited in the independent claim. Reciting them would narrow the claim scope without adding to the disclosed invention. The full patent specification contains additional embodiments that may illustrate practical realizations of the comparison step. revision: no

Circularity Check

0 steps flagged

No circularity: direct functional specification with no derivations or fitted quantities

full rationale

The patent is a component-level system description with no equations, parameters, predictions, or derivation chain. The controller's logic is stated as a direct comparison of measured lane profile (width/depth) to an expected baseline profile; this is an explicit functional requirement, not a reduction of any output to fitted inputs or self-referential definitions. No citations, ansatzes, or uniqueness claims appear. The document is self-contained as a specification and contains none of the enumerated circularity patterns.

Axiom & Free-Parameter Ledger

0 free parameters · 0 axioms · 0 invented entities

The patent introduces no free parameters, mathematical axioms, or new physical entities; it describes an assembly of existing sensor and controller technologies applied to shank monitoring.

pith-pipeline@v0.9.1-grok · 5812 in / 936 out tokens · 33455 ms · 2026-06-09T17:31:19.212741+00:00 · methodology

Systems and methods for monitoring the status of shank assemblies of agricultural implements

Core claim

What carries the argument

Load-bearing premise

What would settle it

discussion (0)