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Bin Johnson

Engineering and technology enthusiast focused on acoustic testing, non-destructive testing (NDT), condition monitoring, industrial IoT, predictive maintenance, and reliability engineering. Passionate

Joined on Jun 18, 2026

Aug 27

Building an IoT Architecture for Acoustic Condition Monitoring

1 min read

Aug 27

Building an AIoT Architecture for Predictive Maintenance

1 min read

Aug 26

Building a Digital Access-Governance Architecture for Construction

1 min read

Aug 26

Building an AIoT Architecture for Access Control

1 min read

Aug 24

Building a Workforce Intelligence Architecture for Construction Sites

1 min read

Aug 24

Building an AIoT Architecture for Asset Tracking

1 min read

Aug 21

Building an AIoT Architecture for Workforce Safety

1 min read

Aug 21

Understanding a Guided Wave Ultrasonic Testing Technology Stack

1 min read

Aug 20

Building an AIoT Industrial Intelligence Platform

1 min read

Aug 20

Understanding a Connected PAUT Technology Stack

1 min read

Aug 19

Building an AIoT Architecture for Smart Access Control

1 min read

Aug 19

Building an IoT + AI Architecture for Construction Schedule Visibility

1 min read

Aug 17

Building an AIoT Architecture for Inventory Optimization

1 min read

Aug 17

Building an IoT Architecture for Construction Equipment Utilization

1 min read

Aug 14

Building an AIoT Architecture for Workforce Safety

1 min read

Aug 14

Building a Connected Ultrasonic Testing Architecture

1 min read

Aug 13

Building an AIoT Architecture for Asset Tracking

1 min read

Aug 13

Building an IoT Architecture for Acoustic Condition Monitoring

1 min read

Aug 12

Building an IoT Architecture for Construction Site Access

1 min read

Aug 12

Building an AIoT Architecture for Workforce Safety

1 min read

Aug 11

Building an AIoT Architecture for Space Systems Operations

1 min read

Aug 11

Building an AIoT Architecture for Inventory Visibility

1 min read

Aug 10

Building an IoT Architecture for Construction Equipment Utilization

1 min read

Aug 10

Building an AIoT Architecture for Real-Time Asset Tracking

1 min read

Aug 7

# Understanding Phased Array Ultrasonic Testing (PAUT)

1 min read

Aug 7

# Building an AIoT Architecture for Workforce Safety

2 min read

Aug 6

# Understanding Pulse-Echo Ultrasonic Testing for Weld Inspection

1 min read

Aug 6

# Building Predictive Maintenance Systems with AI and IoT

1 min read

Aug 5

Building AIoT Architecture for Construction Workforce Intelligence

1 min read

Aug 5

Why Predictive Operations Are Becoming the Next Competitive Advantage

1 min read

Aug 4

AIoT for Space Operations

1 min read

Aug 4

From Asset Tracking to Asset Intelligence

1 min read

Aug 3

Construction Workforce Intelligence: Turning Jobsite Movement Data into Operational Decisions

1 min read

Aug 3

AI + IoT for the Physical World: Why AIoT Is the Next Industrial Opportunity

1 min read

Jul 31

Building an Industrial Acoustic Monitoring System: End-to-End Architecture Reference

3 min read

Jul 31

Federated Learning for Industrial AIoT: Privacy-Preserving Model Improvement Across Deployments

3 min read

Jul 30

Piezoelectric Transducer Frequency Response: What Developers Integrating UT Hardware Need to Know

2 min read

Jul 30

Deploying AI Models at the Industrial Edge: Constraints, Tradeoffs, and Practical Patterns

3 min read

Jul 29

Cryptographic Logging for AS9100 Compliance: How SpaceNex AI Generates Tamper-Evident Records

2 min read

Jul 29

# Designing for Graceful Degradation in Industrial AIoT Systems

#architecture #iot #systemdesign

3 min read

Jul 28

CommCon AI's Labor-to-Schedule Analysis: How Field Telemetry Updates Construction Schedule Forecasts

3 min read

Jul 28

Time-Series Anomaly Detection for Industrial IoT: A Practical Architecture Guide

2 min read

Jul 27

# ERP and PLM Integration for Space Manufacturing: How SpaceNex AI Connects to Enterprise Systems

3 min read

Jul 27

# Sensor Fusion in Industrial AIoT: Why Multiple Data Sources Beat Any Single Sensor

2 min read

Jul 24

Calibration Reference Blocks in Ultrasonic NDT: What Developers Integrating UT Systems Need to Know

2 min read

Jul 24

MQTT vs OPC-UA for Industrial AIoT: Choosing the Right Protocol for Your Data Pipeline

3 min read

Jul 23

Immersion Ultrasonic Testing: When and Why You Need It Over Contact Methods

2 min read

Jul 23

Modbus TCP Integration in Industrial AIoT: A Practical Guide for Developers

3 min read

Jul 22

CommCon AI's Geofencing Implementation: How Construction Zone Boundaries Are Defined and Enforced

2 min read

Jul 22

# How the ApertureAIoT Platform Handles Multi-Venture Data Isolation

2 min read

Jul 9

Acoustic Emission Source Location: How Multi-Sensor Arrays Pinpoint Defects in Real Time

2 min read

Jul 9

On-Premise vs Hybrid Cloud Deployment in Industrial AIoT: When Each Architecture Is Right

2 min read

Jul 7

Building AIoT-Based Asset Lifecycle Intelligence for Space Manufacturing

1 min read

Jul 7

AIoT Architecture for Modern Manufacturing Operations

1 min read

Jul 3

Digital Twin Integration in Industrial AIoT: What It Actually Means Beyond the Buzzword

2 min read

Jul 1

LoRaWAN in Industrial AIoT: Why Long-Range Low-Power Wins for Many Monitoring Applications

2 min read

Jun 30

Ultrasonic Flow Measurement: Transit-Time vs Doppler Methods Explained

2 min read

Jun 30

RFID vs BLE for Healthcare Asset Tracking: A Technical Breakdown

2 min read

Jun 29

IoT Gateways for Acoustic Devices: Protocol Support, Architecture, and Integration Patterns

2 min read

Jun 29

Why Most Industrial IoT Pilots Fail Before Becoming Products

2 min read

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