Applications of Artificial Intelligence Techniques in Industry 4.0

✍ Scribed by Aydin Azizi

Publisher: Springer Singapore
Year: 2019
Tongue: English
Leaves: 70
Series: SpringerBriefs in Applied Sciences and Technology
Edition: 1st ed.
Category: Library

No coin nor oath required. For personal study only.

✦ Synopsis

This book is to presents and evaluates a way of modelling and optimizing nonlinear RFID Network Planning (RNP) problems using artificial intelligence techniques. It uses Artificial Neural Network models (ANN) to bind together the computational artificial intelligence algorithm with knowledge representation an efficient artificial intelligence paradigm to model and optimize RFID networks.

This effort leads to proposing a novel artificial intelligence algorithm which has been named hybrid artificial intelligence optimization technique to perform optimization of RNP as a hard learning problem. This hybrid optimization technique consists of two different optimization phases. First phase is optimizing RNP by Redundant Antenna Elimination (RAE) algorithm and the second phase which completes RNP optimization process is Ring Probabilistic Logic Neural Networks (RPLNN).

The hybrid paradigm is explored using a flexible manufacturing system (FMS) and the results are compared with well-known evolutionary optimization technique namely Genetic Algorithm (GA) to demonstrate the feasibility of the proposed architecture successfully.

✦ Table of Contents

Front Matter ....Pages i-xii
Introduction (Aydin Azizi)....Pages 1-6
Modern Manufacturing (Aydin Azizi)....Pages 7-17
RFID Network Planning (Aydin Azizi)....Pages 19-25
Hybrid Artificial Intelligence Optimization Technique (Aydin Azizi)....Pages 27-47
Implementation (Aydin Azizi)....Pages 49-61

✦ Subjects

Engineering; Communications Engineering, Networks; Artificial Intelligence (incl. Robotics); Engineering Economics, Organization, Logistics, Marketing

📜 SIMILAR VOLUMES

Applications of Artificial Intelligence

📁 Applications of Artificial Intelligence Techniques in the Petroleum Industry

✍ Abdolhossein Hemmati Sarapardeh, Aydin Larestani, Nait Amar Menad, Sassan Hajire 📂 Library 📅 2020 🏛 Gulf Professional Publishing 🌐 English

Applications of Artificial Intelligence Techniques in the Petroleum Industry gives engineers a critical resource to help them understand the machine learning that will solve specific engineering challenges. The reference begins with fundamentals, covering preprocessing of data, types

Topics in Artificial Intelligence Applie

📁 Topics in Artificial Intelligence Applied to Industry 4.0

✍ Mahmoud Ragab AL-Refaey, Amit Kumar Tyagi, Abdullah Saad AL-Malaise AL-Ghamdi, S 📂 Library 📅 2024 🏛 John Wiley & Sons 🌐 English

Forward thinking resource discussing emerging AI and IoT technologies and how they are applied to Industry 4.0 Topics in Artificial Intelligence Applied to Industry 4.0 discusses the design principles, technologies, and applications of emerging AI and IoT solutions on Industry 4.0, explaining how to

Innovations in Applied Artificial Intell

📁 Innovations in Applied Artificial Intelligence: 18th International Conference on Industrial and Engineering Applications of Artificial Intelligence

✍ Floriana Esposito 📂 Library 📅 2005 🏛 Springer 🌐 English

This book constitutes the refereed proceedings of the 18th International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, IEA/AIE 2005, held in Bari, Italy, in June 2005. The 115 revised full papers presented together with two invited co

Artificial Intelligence and Cyber Securi

📁 Artificial Intelligence and Cyber Security in Industry 4.0

✍ Velliangiri Sarveshwaran, Joy Iong-Zong Chen, Danilo Pelusi 📂 Library 📅 2023 🏛 Springer 🌐 English

This book provides theoretical background and state-of-the-art findings in artificial intelligence and cybersecurity for industry 4.0 and helps in implementing AI-based cybersecurity applications. Machine learning-based security approaches are vulnerable to poison datasets which can be caus

Artificial Intelligence and Cyber Securi

📁 Artificial Intelligence and Cyber Security in Industry 4.0

✍ Velliangiri Sarveshwaran; Joy Iong-Zong Chen; Danilo Pelusi 📂 Library 📅 2023 🏛 Springer Nature 🌐 English

This book provides theoretical background and state-of-the-art findings in artificial intelligence and cybersecurity for industry 4.0 and helps in implementing AI-based cybersecurity applications. Machine learning-based security approaches are vulnerable to poison datasets which can be caused by a l

Artificial Intelligence and Industry 4.0

📁 Artificial Intelligence and Industry 4.0: The Next Frontier in Industry

✍ Aboul Ella Hassanien, Jyotir Moy Chatterjee, Vishal Jain 📂 Library 📅 2022 🏛 Academic Press 🌐 English

Artificial Intelligence and Industry 4.0 explores recent advancements in blockchain technology and artificial intelligence (AI) as well as their crucial impacts on realizing Industry 4.0 goals. The book explores AI applications in industry including Internet of Things (IoT) and