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Разбираем технологии умного производства простым языком: без хайпа, с примерами и трезвой оценкой пользы.

OT Cybersecurity · Nov 13, 2026

Critical node-opcua Bypass Lets Anonymous Clients Write (CVE-2026-95860)

A CVSS 9.1 flaw means node-opcua never actually enforced the namespace role permissions operators configured. Fix: upgrade to 2.180.0.

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Industrial control room engineers reviewing an ICS/OT security audit checklist
Security · Nov 13, 2026

ICS/OT Security Audit Checklist: What to Verify Before Your Next SCADA Upgrade

A step-by-step ICS/OT security audit checklist covering asset visibility, segmentation, access control, and more.

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News · Nov 12, 2026

SANS: 34% of Industrial Firms Hit an OT Cyber Incident in 2026

The survey's biggest single-year jump yet — and only 13% of plants have full IT/OT visibility across the kill chain.

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Industrial engineer's gloved hand near a vibration sensor on a factory motor with glowing data-particle overlay
AI · Nov 12, 2026

Machine Learning for Industrial Anomaly Detection

Supervised, unsupervised, or semi-supervised? A practical comparison of ML approaches to catching equipment and quality anomalies.

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Robotics · Nov 11, 2026

Boston Dynamics Launches Stretch Gen 2 Unloading Robot

The redesigned trailer-unloading robot cuts 81% of internal cabling and lifts throughput to 1,000 cases an hour, based on 100,000+ hours of fleet data.

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Industrial engineer viewing a live machine telemetry dashboard on a tablet in a modern manufacturing facility
Connectivity · Nov 11, 2026

OEM Equipment Monitoring Portals: A Practical Architecture Guide

Edge-to-cloud data flow, build-vs-buy architecture, OT security, and what the customer-facing dashboard should actually show.

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IIoT · Nov 10, 2026

Microsoft Ends Support for Azure IoT Edge 1.5 LTS

The gateway LTS most factories run reaches end of standard support on Nov 11, 2026 — three months before Azure IoT Central retires too.

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Abstract visualization of an industrial API gateway connecting factory floor machinery to server racks and cloud infrastructure
Architecture · Nov 10, 2026

Industrial API Gateway Architecture Guide

The five components that turn point-to-point PLC integrations into a maintainable API layer — plus a practical migration path.

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Robotics · Nov 9, 2026

Kawasaki F Series Controller Gets Built-In Cybersecurity

Login authentication, access-rights management, operation logs, and a startup integrity check come standard on the new controller.

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Engineers reviewing an OEE dashboard with gauges and production KPI charts on a large wall-mounted screen in an industrial control room
Analytics · Nov 9, 2026

Custom OEE Dashboards: When a Built-In Web Portal Beats Off-the-Shelf SaaS

Why off-the-shelf OEE SaaS breaks at the ERP/MES boundary, a build-vs-buy decision table, and the architecture of a custom web dashboard.

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Factory worker wearing lightweight industrial AR glasses with a holographic equipment overlay next to a robotic arm
Connected Worker · Nov 6, 2026

Jorjin and Synaptics Unveil J10a Industrial AR Glasses

A standalone headset on the Synaptics S200 platform targets maintenance, training, and warehouse work — and still needs a companion app layer.

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Factory engineer and business analyst reviewing technical documents together in an industrial server room during a technical due diligence review
Strategy · Nov 6, 2026

Technical Due Diligence for Industrial Software M&A: What Generic Checklists Miss

Standard tech DD misses OT risk. A practical guide to auditing MES, SCADA, and legacy plant software before a deal closes.

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Industrial AI · Nov 5, 2026

Schneider Electric, NVIDIA and HPE Launch Edge AI Agents for Plants

Three autonomous agents — OT monitoring, cybersecurity, energy optimization — now run at the plant edge on HPE Private Cloud AI.

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Industrial control room HMI screen showing a grayscale alarm dashboard with amber and red priority alerts, operator monitoring panel in a dark control room
HMI · Nov 5, 2026

Alarm Management UX: Designing HMI Alerts That Don't Burn Out Operators

ISA-18.2, ISA-101, and IEC 62682 benchmarks for alarm rates, priority, and screen color that cut operator fatigue.

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OT Cybersecurity · Nov 4, 2026

CISA: Critical Flaws in Subnet Solutions PowerSYSTEM Center

An authorization bypass and a SQL injection in the report designer used by electric utilities — both CVSS 9.0 or higher.

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Engineer reviewing a supplier web portal dashboard on a laptop in a modern factory office
Integration · Nov 4, 2026

Supplier Portals for Manufacturers: Architecture, Security, and Build vs. Buy

How to architect a supplier portal's ERP/MES integration, role-based access, and OT-network segmentation — and when to build custom.

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OT Cybersecurity · Nov 3, 2026

CISA: Critical Flaws in Mitsubishi ICONICS GENESIS SCADA Suite

A CVSS 9.3 libwebp flaw and two weak-password-recovery bugs hit GENESIS, ICONICS Suite and the MobileHMI client.

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Quality engineer reviewing a batch traceability dashboard on a tablet among barcode-labeled pallets in a factory
Quality · Nov 3, 2026

Manufacturing Traceability Systems: A Practical Guide

Forward/backward tracing, compliance documentation, and faster recalls — what a traceability system actually needs to do.

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MES · Oct 30, 2026

Critical Manufacturing MES Adds AI Agents That Build Dashboards

Version 12.0 pairs Gen AI agents that answer shop-floor questions and build dashboards with a multisite data orchestrator.

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Industrial maintenance technician reviewing an asset management dashboard on a tablet in front of factory machinery
Strategy · Oct 30, 2026

EAM vs. CMMS for Multi-Site Manufacturing: Choosing (or Building) the Right Asset Platform

The real difference between EAM and CMMS, what a multi-site platform needs to do, and a four-step path to implementation.

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Robotics · Oct 29, 2026

North American Robot Orders Jump 24.8% in Q3 2026, A3 Data Shows

10,989 robots worth $723.5M ordered in Q3 — the strongest quarter of the year, with cobot orders up about 56%.

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Browser-based HMI architecture diagram for industrial SCADA systems
Architecture · Oct 29, 2026

Browser-Based HMI Architecture: What to Get Right When You Move SCADA to the Web

Rendering, real-time data push, and the security tradeoffs of putting SCADA on the web.

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OT Cybersecurity · Oct 28, 2026

CISA: Six Flaws in Eclipse Milo OPC UA Stack, One Critical

A CVSS 9.1 padding-oracle bug lets an on-path attacker recover passwords from encrypted OPC UA sessions. The fix is Milo 1.1.5.

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Industrial control room with an engineer reviewing a software deployment dashboard next to PLC cabinets and SCADA screens
DevOps · Oct 28, 2026

CI/CD for Industrial Control Systems: Bringing DevOps to PLC and SCADA Deployments

Why cloud-style CI/CD breaks down on the shop floor, what an industrial pipeline looks like, and a checklist for piloting it on one line.

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Connected Worker · Oct 27, 2026

Tulip Introduces Code-Based Apps So Developers Can Build Frontline Manufacturing Software Their Own Way

Developers can now build Tulip frontline apps in their own IDEs with AI coding agents, shipped via Git pull requests as audited versions.

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Factory engineer reviewing a manufacturing execution system dashboard on an industrial control-room monitor
Software · Oct 27, 2026

Custom MES vs Off-the-Shelf: A Build-vs-Buy Framework for Smart Factories

A practical decision framework — costs, ISA-95 fit, risks, and a 5-step checklist — for choosing custom MES or a packaged platform.

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Industrial AI · Oct 26, 2026

Rockwell Automation Launches FactoryTalk Conductor to Orchestrate AI Agents Across the Plant

An AI-native platform coordinates multiple agents across design, simulation and testing tools — expanded with NVIDIA Nemotron support a day after launch.

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Technician using AR headset for industrial maintenance
AR · Oct 26, 2026

AR/VR for Industrial Maintenance and Workforce Training

How AR and VR cut repair times, improve safety, and accelerate technician training on the smart factory floor.

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Деловая встреча за столом переговоров с видом на промышленный завод за окном
Подборка · Oct 25, 2026

Топ-10 разработчиков сайтов для промышленных предприятий

Сравниваем топ-10 компаний, которые делают сайты и цифровые платформы для промышленных предприятий.

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Robotics · Oct 23, 2026

ESAB Launches ROBBI AI Cobot for MIG and TIG Welding Automation

Camera and laser sensing let the mobile cobot find and weld joints without manual path teaching — built on Universal Robots arms.

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Operator viewed from behind, looking at a grey SCADA/HMI dashboard with amber warning indicators on three large monitors in a dark industrial control room
HMI · Oct 23, 2026

HMI Dashboard UX Design: Principles Operators Actually Trust

ISA 101 color discipline, screen hierarchy, alarm UX, and how to test a new dashboard before it meets a live upset.

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Electrification · Oct 22, 2026

Hitachi Energy and Rockwell Automation Unite Grid, Process

A new "grid-to-process" architecture plans power infrastructure and production systems as one project, starting with mining electrification.

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Factory floor operator holding a rugged industrial tablet near a production line with indicator lights in the background
Mobile · Oct 22, 2026

Mobile HMI on iOS Tablets: When iPads Replace Fixed Operator Panels

How tablets connect to PLCs via OPC UA/MQTT, survive the shop floor, and get managed at scale with MDM and Shared iPad.

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Robotic arms assembling circuit boards on a factory line with a digital twin simulation overlay
Industrial AI · Oct 21, 2026

Siemens and NVIDIA Put Autonomous Factory AI to Work at Erlangen

85% less engineering effort, 20% planning cost cuts — two new AI applications live in production, backed by a €500M investment.

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Engineers monitoring a smart factory control room with wall-mounted data screens and robotic arms on the production line beyond
Architecture · Oct 21, 2026

MES-ERP Integration: A Practical Guide for Manufacturers

MES and ERP speak different languages until someone builds the bridge. Here's how to do it without breaking either system.

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OT Security · Oct 20, 2026

Rockwell ArmorBlock I/O: Unauthenticated Password Bypass

Advisory SD1801: CVE-2026-12655 lets an unauthenticated attacker change the webserver password and take over the admin account.

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Industrial factory floor with 5G private network infrastructure, autonomous guided vehicles and wireless sensor nodes
Connectivity · Oct 19, 2026

5G Private Networks in Smart Factories: Use Cases and ROI

Real ROI numbers, AGV and predictive-maintenance use cases, and a framework for deciding if private 5G is worth the cost.

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Industrial AI · Oct 16, 2026

Schneider Electric to Acquire PTC for $22.6 Billion

Largest deal in Schneider's history folds ThingWorx IIoT, Windchill PLM, and Onshape CAD into EcoStruxure's industrial AI stack.

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Overhead machine vision camera system inspecting metal parts on a factory assembly line
AI · Oct 15, 2026

AI-Powered Quality Control with Computer Vision on the Assembly Line

How the inspection pipeline works, which detection model fits your part, and where it plugs into edge and MES/SCADA.

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OT Security · Oct 14, 2026

Ignition SCADA: Privilege Escalation Flaw (CVE-2026-92817)

CISA advisory ICSA-26-286-01: a low-level Ignition user can borrow Designer-level privileges and run code as the Gateway.

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Industrial Cybersecurity · Oct 13, 2026

Anthropic Launches OT Security Program With 11 Partners

Dragos, Nozomi Networks, Palo Alto Networks, and Rockwell Automation get Claude access to find and fix OT flaws faster.

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Manufacturing data lake architecture diagram with IIoT sensors and cloud analytics
Data · Oct 12, 2026

Building a Manufacturing Data Lake: From Raw Signals to Insights

A vendor-neutral map of five architecture layers, storage tradeoffs, and the three reasons most lake projects stall.

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Industrial Cybersecurity · Oct 9, 2026

Semtech & Palo Alto Networks Bring Zero Trust to IIoT

AirLink routers now integrate with PAN-OS firewalls, automating certificate management for utilities securing thousands of remote field assets.

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Collaborative robot arm working safely next to a human operator on a factory assembly line
Robotics · Oct 8, 2026

Integrating Collaborative Robots into Production Lines Safely

Why a cobot's certification doesn't cover your application, the four ISO/TS 15066 methods, and a five-step risk-assessment process.

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Robotics · Oct 7, 2026

FANUC Brings Portable Cobot Welding, AI Kitting, and a New Paint Robot to FABTECH 2026

The 24-lb CRX-3iA targets one-person welding on structural steel; a Gemini-powered agent turns handwritten work orders into robot pick lists.

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OT Security · Oct 6, 2026

ABB PCM600: Privilege Escalation Flaw (CVE-2026-15952)

CISA advisory ICSA-26-274-03: a local user can hijack PCM600's SYSTEM-level Scheduler Service on relay-configuration workstations.

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MQTT and Sparkplug B protocol diagram for industrial IoT
Protocols · Oct 5, 2026

MQTT and Sparkplug B for Industrial IoT: Protocol Deep Dive

What Sparkplug B adds to plain MQTT — namespace, birth/death certificates, report-by-exception — for reliable IIoT pipelines.

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News · Oct 2, 2026

Techman Robot's Vision-AI Cobot Earns World-First IEC 62443-4-2 SL2 Certification

DEKRA's third-party assessment makes Techman's TM AI Cobot S Series the first built-in vision-AI cobot with SL2 industrial cybersecurity certification.

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Industrial vibration and vision sensors mounted on factory motor housing
Hardware · Oct 1, 2026

IIoT Sensor Selection Guide: From Vibration to Vision Systems

A practical framework for matching sensor types to failure modes — from piezoelectric accelerometers to machine vision.

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OT Security · Sep 30, 2026

Hitachi Energy FACTS: CVSS 9.9 Grid Flaws (ICSA-26-260-03)

Five vulnerabilities in Hitachi Energy's FACTS Control Platform, two rated CVSS 9.9, threaten grid-stabilization equipment on transmission lines.

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OT Security · Sep 29, 2026

Siemens Siveillance Control: CVSS 9.0 File Upload Flaw (CVE-2026-50093)

CISA advisory ICSA-26-265-03: an unrestricted file upload in the OIS web module can hand attackers root on the host. Patches available.

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Factory floor manager reviewing a digital KPI dashboard on a tablet
Strategy · Sep 28, 2026

Measuring Industry 4.0 ROI: The KPIs That Actually Matter for Smart Factories

A practical framework for turning OEE, downtime, and adoption data into cost savings, revenue, and payback period.

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OT Security · Sep 25, 2026

Siemens SIMATIC: 40+ Products Hit by "Copy Fail" CVE-2026-31431

CISA advisory ICSA-26-265-04 ties SIMATIC AX Runtime, CN 4100, IoT2050, and HMI MTP hardware to an actively exploited Linux kernel privilege-escalation flaw.

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Modern SCADA and HMI control room dashboard
SCADA · Sep 24, 2026

SCADA and HMI Modernization: Moving Beyond Legacy Systems

Phased migration, ISA-101 design standards, OPC UA integration, and ROI metrics for industrial plants modernizing aging control systems.

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Robotics · Sep 23, 2026

Epson Launches AX6: Its First Collaborative 6-Axis Robot

6 kg payload, carbon fiber, IP54, ISO Class 5 cleanroom — Epson's SafeSense cobot now available through global distributor network.

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Robotics · Sep 22, 2026

Universal Robots Gen 7: Physical AI Cobot Platform Debuts at IMTS 2026

Fully reengineered CB7 controller, PolyScope X OS with ROS2, and built-in force-torque sensing — UR's most significant platform update since the cobot category began.

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Edge computing server rack on industrial factory floor with IoT sensor data streams
Edge · Sep 21, 2026

Edge Computing in Manufacturing: Reducing Latency at the Source

How edge AI eliminates the latency gap between sensor data and machine action — and which four use cases deliver the fastest ROI.

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IIoT Standards · Sep 18, 2026

OPC UA FX PlugFest 2026: 16 Vendors Confirm Direct PLC-to-PLC Interoperability

28 engineers from 16 companies tested all C2C and C2D OPC UA FX paths at Festo Esslingen. Results live at SPS Nuremberg in November.

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Digital twin sensors on industrial equipment with predictive maintenance dashboard overlay
Digital Twin · Sep 17, 2026

Digital Twin for Predictive Maintenance: A Practical Guide

How to cut unplanned downtime with live virtual asset replicas: sensor setup, RUL modeling, 5-step implementation, and ROI benchmarks.

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OT Security · Sep 16, 2026

AVEVA Pipeline Monitor: 4 CVEs Expose SCADA Systems (ICSA-26-253-01)

Hardcoded crypto key and MD5 hashing in AVEVA Pipeline Integrity Monitor put pipeline SCADA at risk. Patch to 2025 SP1 P2 now.

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OT Security · Sep 15, 2026

Schneider Modicon M580: CVSS 9.2 PLC Auth Bypass (CVE-2026-3869)

Unauthenticated attackers can send arbitrary commands to Modicon M580 production PLCs — patch window may take weeks in OT environments.

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OPC UA security configuration diagram for industrial networks
Security · Sep 14, 2026

OPC UA Security Best Practices for Industrial Networks in 2026

Security modes, certificate management, IEC 62443 alignment, and a practical 8-step checklist for production OPC UA deployments.

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Диспетчерский центр промышленных систем управления с сигналами тревоги кибербезопасности
Кибербезопасность · 11 Sep 2026

Кибератаки на OT-системы США: CISA и $10 млн вознаграждение

Иранские хакеры атакуют ПЛК и SCADA водоснабжения и энергетики в 12 штатах. Что делать OT-специалистам.

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IIoT architecture layers connecting shop floor to cloud
Architecture · 10 Sep 2026

IIoT Architecture Guide: Connecting Shop Floor to Cloud

A practical breakdown of the modern IIoT stack — from edge gateways to ISA-95 cloud integration.

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Новости

Rockwell и Augury: агентный AI соединит диагностику с Fiix

Совместная платформа свяжет Reliability Agent от Augury с CMMS Fiix MAX — от сигнала датчика до наряда на ремонт без ручного диспетчирования.

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Ликбез

Что такое Индустрия 4.0 простыми словами

Термин «Индустрия 4.0» звучит на каждой конференции, но за ним часто прячут что угодно. Разбираем, что это на самом деле — и что это не.

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Практика

Предиктивное обслуживание: с чего начать на своём заводе

Предиктивное обслуживание — самый частый первый шаг в IIoT, потому что у него понятная цена вопроса: стоимость простоя. Вот как начать.

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Технологии

Цифровой двойник: зачем заводу виртуальная копия

Цифровой двойник — это не 3D-картинка станка, а живая модель, которая обновляется данными с реального оборудования. Разбираемся, зачем она нужна.

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