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Logic Architecture

Identifying Independent Inputs

Establishing the foundational primary parameters that drive family variations without circular dependencies or over-constrained rules.

Author: Sarah Jenkins
Date: 2026-08-15
Read Time: 6 min read
Category: Product Family Structure
Parameter Architecture Principles
Orthogonal Variables Zero Mutual Dependency Driver Isolation CAD Robustness
Professional analyzing input flow logic on a glass whiteboard
Foundational Modeling

Isolating the True Drivers of Product Families

In modular product architecture, an independent input represents an external choice or specification that can be altered without inherently forcing another primary variable to adjust simultaneously. When building parametric families in systems like Onshape, engineers frequently mistake derived physical dimensions for independent choices. This mistake creates circular references, broken configurations, and unnecessary combinatorial complexity.

Correctly identifying independent inputs begins by decoupling customer-facing choices (such as nominal length or mounting style) from downstream geometric consequences (such as bolt hole counts or rib spacing). By isolating purely independent variables, the configuration model remains stable, lean, and predictable across all valid variations.

Systematic Classification

Principles of Orthogonal Parameter Separation

To determine whether a parameter is truly independent, test its behavior against other inputs in isolation. When changing Parameter A logically forces Parameter B to take a specific calculated value, Parameter B serves as a derived outcome rather than an independent input. Grouping inputs into strict categories—functional, dimensional, and aesthetic—prevents cross-contamination of logic tables.

The Independence Test Rule

A parameter qualifies as independent if and only if its value can be chosen freely across the entire envelope without violating basic geometry or demanding a pre-calculation from another active variable.

When multiple parameters appear coupled, introduce an intermediate driver or collapse them into a single selection matrix. This practice keeps configuration tables manageable and prevents users from selecting mutually exclusive geometric states.

Core Takeaways

Best Practices for Clean Input Structuring

01.

Treat only primary customer requirements and distinct functional options as independent configuration inputs.

02.

Relocate all dependent dimensions, clearance offsets, and pattern counts into derived variable tables or FeatureScript logic.

03.

Audit your input list regularly to eliminate redundant toggles that create ghost combinations in downstream tables.

Architecture Tags
#IndependentInputs #CADVariables #ParametricModeling #ProductFamily
SJ
Logic Author & Specialist

Sarah Jenkins

Sarah Jenkins is a Senior Parametric Systems Architect specializing in CAD configuration logic, modular variant systems, and high-integrity CAD automation frameworks.

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