工业物联网 (IIoT) 和工业 4.0：案例研究 (2023)

本报告研究了 22 个工业物联网 (IIoT) 和工业 4.0 项目，包括技术细节、关键挑战和最佳实践分析。

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目录

第一章概述

第 2 章 工业物联网 (IIoT) 与 IIoT：简介

第三章数位转型案例研究

第 4 章 资料架构案例研究

第 5 章 预测性维护个案研究

第六章 工业5G案例分析

第 7 章数位转型案例研究

第 8 章 聚焦人工智慧的案例研究

第9章 工业5G案例分析

第 10 章关于物联网分析

A 255-page in-depth analysis of 22 recent Industrial IoT (IIoT) and Industry 4.0 projects.

The Industrial IoT and Industry 4.0 Case Study Report 2023 is part of IoT Analytics' ongoing coverage of Industrial IoT and Industry 4.0. The information presented in this report is based on detailed case study presentations from 22 predominantly European manufacturers collected between April 2022 and July 2023. Each case study includes different details about the implementations-as told and prioritized by the companies themselves.

The main purpose of this document is to help our readers understand examples of IoT projects, including technological details, key challenges, and best practices.

Definition of "Industry 4.0" (as per IoT Analytics)

"The use of modern I4.0 tech stack elements (1) or specific supporting technologies (2) that enable manufacturers to integrate various data sources, achieve higher OEE, reduce costs, or improve other KPIs relevant to a production setup (manufacturing of goods, mining, and oil and gas), mostly in conjunction with rolling out new or improved use cases."

Important distinction: Manufacturers have two very different views of Industry 4.0 and IIoT

1. Smart operations/manufacturing/factory

• Technology architecture with large on-premises footprint, including PLCs, tethered connectivity, and hardware retrofits

• Operational goals with a focus on efficiency and cost savings

2. Smart-connected products (that have been sold to customers)

• Technology architecture with larger cloud footprint and wireless connectivity

• Often not applicable to process industries (e.g., chemicals, pharma, oil and gas)

• Operational goals focused mostly on customer satisfaction, revenue, and user interaction

Each case study begins with a comprehensive overview. This includes a profile of the business, featuring general company information such as the company name, industry, headquarters, revenue, and employee count. Additionally, the project mission and key takeaways are highlighted, providing a succinct summary of each case study.

SAMPLE VIEW

Our Industrial IoT Case Study Report offers a quick overview of essential technical aspects of the initiatives, including key components and technology providers

SAMPLE VIEW

Each case study in our report offers a deep dive into significant initiatives, detailing aspects such as the partner vendor or technical specifics like the data architecture of the solution. These insights are further enriched with quotes from industry leaders.

Questions answered:

• What are 22 selected manufacturers & energy companies prioritizing with respect to IIoT and Industry 4.0?

• What are some of the technical details of the 22 implementations (e.g., architecture and data architecture)?

• What are some of the organizational and business details of the 22 implementations?

• What are some of the outcomes of the implementations?

• What are some of the challenges these companies encountered, and what did they do to solve them?

• What are some of the key learnings that can be passed on to other manufacturers?

Companies mentioned:

A selection of companies mentioned in the report.

Table of Contents

1. Overview

2. Introduction to Industry 4.0 and IIoT

3. Digital transformation case studies

4. Data architecture-focused case studies

5. Predictive maintenance case studies

6. Industrial 5G case studies

7. Digital transformation case studies

8. AI-focused case studies

9. Industrial 5G case studies

10. About IoT Analytics