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Articles and knowledge
Knowledge on AI Vision, IoT and industrial technology, written from the real work of the Inspektion engineering team so that factory owners, factory managers and government agencies can understand it, with sources cited in every article.
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Found 18 articles
What is an AI server for factories, and what can it do?
An AI server is a high-performance machine that runs AI models in place of a general-purpose computer. It can speed up part counting, quality inspection, production forecasting and answers from organisational documents.
Read article- Image capture
- Object detection
- Report results
What is Vision Counting? How does AI count products using cameras?
Vision Counting uses cameras and AI to count workpieces instead of human eyes or old sensors, reducing counting errors and providing immediate reports for factory managers to make faster decisions
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What makes AI Vision Inspection different from human eyes?
AI Vision Inspection uses cameras and AI models to inspect workpiece quality according to set criteria, must be tested with actual workpieces, lighting, and real speed before deploying in production lines
Read article- Historical data
- Forecast
- Plan ahead
How AI forecasting helps factories plan
AI predicts demand trends or transaction volumes from historical data, helping plan production or system capacity more accurately than relying on experience-based estimates.
Read article- Production status
- Make planning decisions
- Learn from Results
Preparing data before using AI to assist in production planning
AI may help forecast or propose production plans based on historical data, but it must start with reliable data, production constraints, and testing against the old planning method
Read article- Define workloads
- Compare quotations
- Calculate total cost
Buy an AI Server or rent cloud GPUs: which offers better value?
Compare the cost factors of buying an AI Server and renting cloud GPUs, including equipment, usage, maintenance and data transfer, to request quotations you can compare fairly.
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IO Isolation Board (Arduino/ATmega328) - How is it designed to be safe?
The IO isolation board separates the microcontroller circuit from field signals using optocouplers and solid-state relays. It requires checking coordinates and circuit design.
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Event recap: EEC-INNOTECH CONNECT 2567 seminar and DoLINE Target Board
Summary of the EEC-INNOTECH CONNECT seminar held in Chonburi, where Inspektion introduced the free DoLINE Target Board app for tracking production line performance, along with InQC and nimitFlow.
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1-day Smart Farm course: topics and learning approach
A workshop announced by Rajamangala University of Technology Tawan-ok, teaching how to build a Smart Farm system with Tuya Smart Plug, sensors, ESP32 and LINE alerts without coding
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Low-Code AI & IoT course for agricultural research
Main course topics according to the announcement of the second day of the Eastern Institute of Technology, focusing on quickly creating IoT prototypes to collect research data and evaluate carbon footprint in experimental plots
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Step-by-step configuration instructions for the DoLINE Target Board
DoLINE Setup Guide for displaying production plan vs actual on an Android screen, reference manual B.E. 2567 edition, with items to check with the team before installing the current version
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Select AI Inspection Camera: Pre-assembled Task Cam or Custom Machine Vision
Task Cam is suitable for work sequence verification at general workstations, while custom machine vision is suitable for specialized inspection tasks that require designing the camera itself — this article helps choose the right option for your needs
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How a Flood Warning System Works for Subdistrict Administrative Organisations and Municipalities (DoRare 20-Station Case)
DoRare is a water-level station that uses a camera and AI to read values approximately every 15 minutes and sends alerts via LINE when the water reaches a threshold, helping municipalities monitor multiple points and plan on-site inspections.
Read articleOn-Premise
- Factory data
- Full control
Cloud
- More flexible
- Easier to manage
On-Premise or Cloud: where should factory data reside?
On-Premise keeps data inside the factory, making it suitable for data that must not leave the organisation. Cloud is more flexible and easier to manage. Choose according to your organisation's data policy.
Read articleWhat is SPC and P-Chart? How does a factory manager read control charts?
SPC (Statistical Process Control) is the use of statistics to control the quality of manufacturing processes, while P-Chart is a graph used to track daily defect rates. This article explains how to read the graph as a factory manager without needing to be a statistician.
Read article- Shot count file
- Compare mold criteria
- Email alerts
Alert mold maintenance cycle with Shot Count
Use shot count data from injection molding machine files to compare with mold maintenance criteria and send email alerts to track maintenance cycles from the same data set.
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What Is a Digital E-Waste Manifest, and How Do Government Agencies Manage Electronic Waste?
A Digital WEEE Manifest is a digital registry system that tracks waste electrical/electronic products from registration through to completed dismantling, replacing paper documents that are difficult to check retrospectively.
Read articleWhat are RULA/REBA, and how can posture be assessed with AI Vision?
RULA and REBA are tools for assessing risk from working postures. AI Vision may help collect movement data, but the data and criteria must be reviewed together with an assessor.
Read articleWhat do our articles cover?
Articles are divided into 3 categories: Knowledge (14 Articles) Events (3 Articles) and Guides (1 Articles) Every article is written from the real work of the Inspektion engineering team, with a short summary, references and frequently asked questions. Use the filter above to view only the category you want.
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