Everything about Industrial data processing

🧭 Start here: a 6-step reading path

1. Read the overview: Industrial data processingA 5-minute orientation
2. Skim a recent paper: A systematic review on big data applications and scope for industrial processing and healthcare sectorsInfluential work since 2022
3. Pick up a classic book: Computational complexity and feasibility of data processing and interval computationsThe most-reprinted book on the subject
4. Read the landmark paper: Advances in 3D data acquisition and processing for industrial applicationsCited 178 times
5. Go sideways: Industrial control systemA closely related topic
6. Go sideways: PLC technicianA closely related topic

🏆 Landmark papers (most cited)

• Advances in 3D data acquisition and processing for industrial applications

  Z.M. Bi, Lihui Wang · 2010 · Robotics and Computer-Integrated Manufacturing · 178 citations

• When Computation Hugs Intelligence: Content-Aware Data Processing for Industrial IoT

  Liang Zhou, Dan Wu, Jianxin Chen · 2018 · IEEE Internet of Things Journal · 113 citations

• Industrial IoT-Based Energy Monitoring System: Using Data Processing at Edge

  Akseer Ali Mirani, Anshul Awasthi, Niall O’Mahony · 2024 · IoT · 35 citations

• Secure Communication and Data Processing Challenges in the Industrial Internet

  Andrei Gurtov, Madhusanka Liyanage, Dmitry Korzun · 2016 · Baltic Journal of Modern Computing · 24 citations

• Advanced NDT Methods and Data Processing on Industrial CFRP Components

  Vito Dattoma, Francesco Panella, Alessandra Pirinu · 2019 · Applied Sciences · 20 citations

• Process-Driven and Flow-Based Processing of Industrial Sensor Data

  Klaus Kammerer, Rüdiger Pryss, Burkhard Hoppenstedt · 2020 · Sensors · 19 citations

• SPSC: Stream Processing Framework Atop Serverless Computing for Industrial Big Data

  Zinuo Cai, Zebin Chen, Xinglei Chen · 2024 · IEEE Transactions on Cybernetics · 16 citations

• Guest editorial: Distributed data processing in industrial applications

  Piotr Gaj, Aleksander Malinowski, Thilo Sauter · 2015 · IEEE Transactions on Industrial Informatics · 14 citations

🆕 Influential since 2022

• A systematic review on big data applications and scope for industrial processing and healthcare sectors

  Kumar Rahul, Rohitash Kumar Banyal, Neeraj Arora · 2023 · Journal of Big Data · 42 citations

• Edge-Based Real-Time Sensor Data Processing for Anomaly Detection in Industrial IoT Applications

  Yogesh D. Deshpande, S.R. Rahman · 2023 · Research Journal of Computer Systems and Engineering · 12 citations

• Industrial Data-Driven Processing Framework Combining Process Knowledge for Improved Decision Making—Part 1: Framework Development

  Émilie Thibault, Jeffrey Dean Kelly, Francis Lebreux Desilets · 2023 · Processes · 10 citations

• Efficient Parallel Processing of Big Data on Supercomputers for Industrial IoT Environments

  Isam Mashhour Al Jawarneh, Lorenzo Rosa, Riccardo Venanzi · 2025 · Electronics · 8 citations

• Application of cloud computing platform in industrial big data processing

  Ziyan Yao · 2024 · Applied and Computational Engineering · 7 citations

📚 Books worth reading

• Computational complexity and feasibility of data processing and interval computationsVladik Kreinovich, V. Kreinovich · 1997
• Administering and controlling the company data processing functionLeonard I. Krauss · 1969
• 📕Management information systems indexAmerican Data Processing, Inc · 1962
• Data processing technology and economicsMontgomery Phister · 1976
• Data processing systems designH. D. Clifton · 1971
• 📕From Film Practice to Data ProcessSarah Atkinson · 2018
• 📕Data processing for purchasing and stock controlWalter R. Trux · 1971
• 📕Executive control & data processingLowell H. Hattery · 1959

Ranked by number of editions on Open Library, a rough measure of how lasting a book is.

🔗 Related topics

• Industrial control system An industrial control system (ICS) is an electronic control system and associated instrumentation used for industrial process control. Control systems…
• PLC technician PLC technicians design, program, repair, and maintain programmable logic controller (PLC) systems used within manufacturing and service industries ranging…
• Outline of automation The following outline is provided as an overview of and topical guide to automation: Automation – use of control systems and information technologies to…
• Instrumentation and control engineering Instrumentation and control engineering (ICE) is a branch of engineering that studies the measurement and control of process variables, and the design…
• SCADA Supervisory control and data acquisition (SCADA) is a control system architecture comprising computers, networked data communications and graphical user…
• Automation Automation describes a wide range of technologies that reduce human intervention in processes, mainly by predetermining decision criteria, subprocess relationsh…
• Control system security Control system security, or industrial control system (ICS) cybersecurity, is the prevention of (intentional or unintentional) interference with the proper…
• Direct digital control Direct digital control is the automated control of a condition or process by a digital device (computer). Direct digital control takes a centralized network-ori…