Industrial Automation

DataFunSummit

Jan 27, 2025 · Artificial Intelligence

Intelligent Plastic Bottle Sorting: Challenges, Multimodal AI Methods, High‑Speed Performance, and Commercialization Path

This article examines the state and challenges of plastic bottle recycling, presents multimodal AI‑driven sorting methods using RGB and NIR data, discusses high‑speed sorting performance, and outlines a commercial pathway that balances precision, speed, and cost for large‑scale deployment.

Industrial Automationcomputer visionhigh-speed sorting

0 likes · 12 min read

Intelligent Plastic Bottle Sorting: Challenges, Multimodal AI Methods, High‑Speed Performance, and Commercialization Path

AntTech

Oct 29, 2024 · Artificial Intelligence

Embodied Intelligence and General‑Purpose Humanoid Robots: Insights from Wang He’s Ant T‑Space Talk

In a detailed presentation, Peking University assistant professor Wang He explained the current state and future direction of embodied intelligence, emphasizing synthetic data, three core intelligences, and the commercial‑grade capabilities of his startup’s general‑purpose humanoid robots across manufacturing, retail, and home applications.

AI researchIndustrial Automationembodied AI

0 likes · 17 min read

Embodied Intelligence and General‑Purpose Humanoid Robots: Insights from Wang He’s Ant T‑Space Talk

DataFunSummit

Mar 5, 2024 · Artificial Intelligence

AI-Driven Intelligent Management and Regulation of Mold Temperature in Smart Manufacturing

This article explores how artificial intelligence, computer vision, and control algorithms are applied to smart manufacturing for intelligent mold temperature detection, cooling flow regulation, and full‑process system alerts, presenting a detailed solution architecture, key technologies, and a real‑world case study.

AIIndustrial AutomationMold Temperature Control

0 likes · 11 min read

AI-Driven Intelligent Management and Regulation of Mold Temperature in Smart Manufacturing

Architects Research Society

Nov 17, 2023 · Operations

Understanding SCADA: Monitoring and Data Acquisition Systems in Modern Industry

SCADA systems are essential industrial automation platforms that monitor, collect, and control data across sectors such as energy, manufacturing, and water treatment, using sensors, PLCs, and HMI software, and modern implementations integrate SQL databases and web technologies for enhanced efficiency.

Control SystemsData AcquisitionIgnition

0 likes · 9 min read

Understanding SCADA: Monitoring and Data Acquisition Systems in Modern Industry

DataFunSummit

Jan 12, 2023 · Big Data

Industrial IoT Data Collection Platform: Neuron v2.0 Architecture, Design, and Case Studies

This article presents a comprehensive overview of EMQ's Neuron industrial IoT data collection platform, detailing the lessons learned from version 1.x, the redesigned v2.0 architecture, core modules, plugin mechanisms, data‑tag management, eKuiper integration, and two real‑world case studies in oil‑field and smart‑factory environments.

Big DataEdge ComputingIndustrial Automation

0 likes · 16 min read

Industrial IoT Data Collection Platform: Neuron v2.0 Architecture, Design, and Case Studies

DataFunTalk

Sep 5, 2021 · Cloud Computing

Edge Computing Practices at NetEase: Architecture, Modules, and Real-World Scenarios

This article systematically introduces NetEase's edge computing implementation, covering its architecture, core modules such as Hub, Compute Engine, and Edge Services, the cloud‑edge collaboration mechanisms, and detailed industrial and campus use cases demonstrating real‑time control, data privacy, and AI integration.

Cloud-Edge CollaborationEdge ComputingIndustrial Automation

0 likes · 16 min read

Edge Computing Practices at NetEase: Architecture, Modules, and Real-World Scenarios

DevOps

Mar 19, 2021 · Operations

Fourteen Common Automated Sorting Methods in Warehouse Logistics

This article introduces fourteen typical automated sorting technologies used in warehouse logistics, describing each method and providing illustrative images to help readers understand the various solutions for efficient material handling.

Industrial Automationautomated sortingmaterial handling

0 likes · 2 min read

Fourteen Common Automated Sorting Methods in Warehouse Logistics

Architects Research Society

Apr 16, 2020 · Operations

Understanding SCADA Systems: Architecture, Evolution, and Modern Applications

SCADA (Supervisory Control and Data Acquisition) systems are essential industrial automation platforms that monitor and control processes across sectors such as energy, manufacturing, and water treatment, featuring sensor‑to‑PLC/RTU data flow, HMI interfaces, SQL integration, and modern web‑based capabilities exemplified by Ignition software.

HMIIgnitionIndustrial Automation

0 likes · 6 min read

Understanding SCADA Systems: Architecture, Evolution, and Modern Applications

Architects Research Society

Aug 26, 2017 · Fundamentals

Understanding the IEC 61499 Runtime Environment and the 4DIAC Framework

The article explains how IEC 61499 defines function‑block‑based distributed control systems, describes the missing runtime environment concept, and introduces the 4DIAC framework—including FORTE runtime, 4DIAC‑IDE, and HMI support via FBDK—to bridge design and physical device execution.

4DIACFunction BlocksIEC 61499

0 likes · 5 min read

Understanding the IEC 61499 Runtime Environment and the 4DIAC Framework

Architects Research Society

Apr 4, 2017 · Operations

Overview of OPC Unified Architecture (OPC UA) and Its Industrial Applications

This article provides a comprehensive overview of the OPC UA standard, its evolution from OPC Classic, security analysis, and real‑world case studies across sectors such as transportation, automotive, chemical manufacturing, energy monitoring, food processing, oil & gas, and water treatment, highlighting its role in secure, interoperable industrial data exchange.

Data ExchangeIndustrial AutomationOPC UA

0 likes · 11 min read

Overview of OPC Unified Architecture (OPC UA) and Its Industrial Applications