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ENGINEERING INTELLIGENCE DASHBOARD · 6G.canonical

Knowledge Graph Analytics

Graph-driven analytics across all engineering entities. Rankings, connectivity, and coverage derived entirely from graph metadata — no manual curation.

GRAPH STATISTICS

186

Total Entities

1453

Graph Connections

15.6

Avg Connections

100%

Entities Connected

0

Isolated Entities

186

Connected Entities

ENTITY COVERAGE

49

ARTICLE

22

STANDARD

10

TECHNOLOGY

68

TERM

5

SYSTEM

15

DIAGRAM

7

CALCULATOR

10

COMPARISON

12

INDUSTRY

19

PROBLEM

MOST CONNECTED STANDARDS

ISO 1688967 ↔

ISO 1117139 ↔

ASTM D630422 ↔

MOST CONNECTED TECHNOLOGIES

SYNTRAX™80 ↔

NANOFORCE™70 ↔

MACROCORE™47 ↔

INTEKCORE™21 ↔

HYDROCORE™14 ↔

SYNTAPORE™13 ↔

MOST REFERENCED ARTICLES

Filter Media Engineering: Construction, Performance, and Selection Criteria37 ↔

Fluid Cleanliness29 ↔

Service Intervals24 ↔

Contamination Control23 ↔

Testing & Validation23 ↔

Lubrication System Filtration21 ↔

MOST LINKED GLOSSARY TERMS

Differential Pressure33 ↔

Beta Ratio31 ↔

ISO Cleanliness Code28 ↔

Dust Holding Capacity26 ↔

Abrasive Wear23 ↔

Restriction23 ↔

RECENTLY ADDED STANDARDS

ISO 168892022 (3rd edition) · 67 ↔

Hydraulic Fluid Power — Multi-Pass Method for Evaluating Filter Element Performance

ISO 44062021 (4th edition; confirmed 2026) · 49 ↔

Hydraulic Fluid Power — Method for Coding the Level of Contamination by Solid Particles

ASTM D51852019 · 14 ↔

Determination of Additive Elements, Wear Metals, and Contaminants in Used Lubricating Oils by ICP-OES

ISO 163322018 (1st edition; confirmed 2023) · 11 ↔

Diesel Engines — Fuel Filters — Test Methods for Water Separation Efficiency

ISO 8573-22018 (3rd edition) · 7 ↔

Compressed Air — Test Methods for Aerosol Oil Content

ISO 111712016 · 39 ↔

Hydraulic Fluid Power — Calibration of Automatic Particle Counters for Liquids

FEATURED DIAGRAMS

Filter Element Media Cross-Section20 ↔

cross-section

3-Stage Diesel Fuel Filtration System for HPCR Engines19 ↔

flow

Water Contamination Ingress Pathways — Diesel Fuel Systems19 ↔

flow

Air Intake Filtration System Flow Diagram18 ↔

flow

Filter Differential Pressure vs Service Life Curve18 ↔

chart

Hydraulic System Contamination Ingression Paths18 ↔

system

FEATURED COMPARISONS

Cellulose vs. Synthetic Filter Media16 ↔

Surface Filtration vs. Depth Filtration16 ↔

Single-Stage vs. Multi-Stage Diesel Fuel Filtration13 ↔

Bypass vs. Full-Flow (Primary) Filtration11 ↔

Gravimetric Analysis vs. Particle Counting11 ↔

ISO 4406 vs. NAS 1638 Fluid Cleanliness Classification11 ↔

ENGINEERING CALCULATORS

Beta Ratio ⇄ Filtration Efficiency Calculator

ISO 16889:2022

ISO 4406 Cleanliness Code Converter

ISO 4406:2021

Dirt Holding Capacity Planning Estimator

ISO 16889:2022, SAE J1299:2008

Filter Pressure Drop Estimator

ISO 3968:2017

Fluid Cleanliness Evaluator

ISO 4406:2021, ISO/TR 10949:2012, NFPA T2.14.1-2005

Service Interval Engineering Calculator

ISO 3724:2007, SAE J1299:2008

Air Filter Restriction & Service Life Calculator

SAE J1539:2010, ISO 5011:2019

GRAPH CONNECTIVITY BY ENTITY TYPE

TYPECONNECTEDAVGMAXISO

Article

12.5370

Standard

18.1670

Technology

26.6800

Term

14.2330

System

53.4910

Diagram

16200

Calculator

6.380

Comparison

11.5160

AVG = average connections per entity · MAX = highest single entity · ISO = isolated (0 connections)

ENGINEERING INTELLIGENCE DASHBOARD · GRAPH-DRIVEN · DETERMINISTIC · NO LLM · NO RUNTIME API · STATIC EXPORT

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