Application of Artificial Intelligence in Maritime Transportation

Application of Artificial Intelligence in Maritime Transportation
Author: Xinqiang Chen
Publisher:
Total Pages: 0
Release: 2024-03-28
Genre: Technology & Engineering
ISBN: 9783725806553

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Maritime transportation assumes a large number of cargo-delivering tasks in world trade. It is noted that maritime traffic safety and efficiency may be affected by varied factors such as weather, ship crew proficiency, etc. The topic Reprint focuses on the use of artificial intelligence techniques to enhance maritime transportation efficiency. More specifically, the Reprint unveils cutting-edge machine learning-supported studies, including autonomous guide vehicle path optimization, ship arrival and departure time estimation from insufficient/biased maritime data, anomaly ship kinematic data cleansing, ship collision avoidance, etc.

Artificial Intelligence in Shipping and Logistics

Artificial Intelligence in Shipping and Logistics
Author: Oleksandr Bilokon
Publisher: Independently Published
Total Pages: 0
Release: 2024-03-05
Genre: Transportation
ISBN:

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Artificial Intelligence (AI) is transforming business, science, technology, and medicine. Achievements that one could only dream of in the 20th century have materialized in the 21st: AlphaGo has beaten Lee Sedol at the game of Go, probably the hardest game that humanity has invented; intelligent machines created by an army of quants (mathematicians and computer scientists) have been gradually displacing human traders on Wall Street and in the City of London; protein folding, a 50-year-old grand challenge in biology, has essentially been solved by AlphaFold, with unprecedented implications for areas like drug design and environmental sustainability. In this book, we consider the impact of AI on logistics and on the shipping industry. We consider such topical areas as predictive maintenance, route optimization, autonomous ships, cargo handling, supply chain management, environmental monitoring and compliance, risk management and safety, customer service and predictive analytics, port operation optimization, vessel performance monitoring, crew management and training, supply chain visibility, cargo security and risk assessment, weather forecasting and routing, trade compliance and documentation, energy management and efficiency, customer relationship management, and legal and regulatory compliance. We also briefly consider the future prospects of applying AI in shipping and logistics. The primary purpose of this book is to inform. The secondary, to entertain and inspire. This is not an academic treatise, so there are no formulae and no citations. There are some anecdotes that, we hope, you will find intriguing. Granted, you may not have heard of all the references (just as we would not have heard of all the references that you have heard of!), but you have an unfair advantage: access to search engines, such as Google. Read this book, and you will learn why AI has been created, what it is, how it works and how to use it, as well as what will happen (and what won't happen) if you start adopting AI today in shipping and logistics.

Guide to Maritime Informatics

Guide to Maritime Informatics
Author: Alexander Artikis
Publisher: Springer Nature
Total Pages: 336
Release: 2021-02-08
Genre: Computers
ISBN: 3030618528

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In the last 25 years, information systems have had a disruptive effect on society and business. Up until recently though, the majority of passengers and goods were transported by sea in many ways similar to the way they were at the turn of the previous century. Gradually, advanced information technologies are being introduced, in an attempt to make shipping safer, greener, more efficient, and transparent. The emerging field of Maritime Informatics studies the application of information technology and information systems to maritime transportation. Maritime Informatics can be considered as both a field of study and domain of application. As an application domain, it is the outlet of innovations originating from data science and artificial intelligence; as a field of study, it is positioned between computer science and marine engineering. This new field’s complexity lies within this duality because it is faced with disciplinary barriers yet demands a systemic, transdisciplinary approach. At present, there is a growing body of knowledge that remains undocumented in a single source or textbook designed to assist students and practitioners. This highly useful textbook/reference starts by introducing required knowledge, algorithmic approaches, and technical details, before presenting real-world applications. The aim is to present interested audiences with an overview of the main technological innovations having a disruptive effect on the maritime industry, as well as to discuss principal ideas, methods of operation and applications, and future developments. The material in this unique volume provides requisite core knowledge for undergraduate or postgraduate students, employing an analytical approach with numerous real-world examples and case studies.

New Technologies, Artificial Intelligence and Shipping Law in the 21st Century

New Technologies, Artificial Intelligence and Shipping Law in the 21st Century
Author: Professor Barış Soyer
Publisher: Taylor & Francis
Total Pages: 229
Release: 2019-08-05
Genre: Law
ISBN: 0429639562

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New Technologies, Artificial Intelligence and Shipping Law in the 21st Century consists of edited versions of the papers delivered at the Institute of International Shipping and Trade Law’s 14th International Colloquium at Swansea Law School in September 2018. Written by a combination of top academics and highly experienced legal practitioners, these papers have been carefully co-ordinated to give the reader a first-class insight into the issues surrounding new technology and shipping. The book is set out in three parts: Part I offers a detailed and critical analysis of issues that are emerging, and those that are likely to emerge, from the use of advanced computer technology, particularly at the contracting process and in the context of issuing trading documents. Part 2 focusses on artificial intelligence and discusses the contemporary issues that will emerge once autonomous ships and similar crafts are put to use in the world’s oceans. As well as this, the legal impact of ports utilising artificial intelligence and computer technology will also be considered. Part 3 analyses how the increasing use of legal technology is changing insurance underwriting and shipping litigation. An invaluable guide to the recent technological advances in shipping, this book is vital reading for both professional and academic readers.

Applications of Machine Learning and Data Analytics Models in Maritime Transportation

Applications of Machine Learning and Data Analytics Models in Maritime Transportation
Author: Ran Yan
Publisher: Transportation
Total Pages: 0
Release: 2023-02-15
Genre: Technology & Engineering
ISBN: 9781839535598

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This book explores the principles of analysing maritime-transportation related practical problems using data-driven models, with a particular focus on machine learning. Coverage includes data-enabled methodologies, technologies, applications and case studies.

Artificial Intelligence and Human Performance in Transportation

Artificial Intelligence and Human Performance in Transportation
Author: Dimitrios Ziakkas
Publisher: CRC Press
Total Pages: 148
Release: 2024-10-30
Genre: Technology & Engineering
ISBN: 1040126243

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Artificial Intelligence (AI) is a major technological advancement in the 21st century. With its influence spreading to all aspects of our lives and the engineering sector, establishing well-defined objectives is crucial for successfully integrating AI in the field of transportation. This book presents different ways of adopting emerging technologies in transportation operations, including security, safety, online training, and autonomous vehicle operations on land, sea, and air. This guide is a dynamic resource for senior management and decision-makers, with essential practical advice distilled from the expertise of specialists in the field. It addresses the most critical issues facing transportation service providers in adopting AI and investigates the relationship between the human operator and the technology to navigate what is and is not feasible or impossible. Case studies of actual implementation provide context to common scenarios in the transportation sector. This book will serve the reader as the starting point for practical questions regarding the deployment and safety assurance of new and emergent technologies in the transportation domains. Artificial Intelligence and Human Performance in Transportation is a beneficial read for professionals in the fields of Human Factors, Engineering (Aviation, Maritime and Land), Logistics, Manufacturing, Accident Investigation and Safety, Cybersecurity and Human Resources.

AI for Shipping Industry

AI for Shipping Industry
Author: Rakesh Kumar
Publisher: Independently Published
Total Pages: 0
Release: 2024-03-18
Genre: Transportation
ISBN:

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The shipping industry, a vital component of global trade and commerce, faces a myriad of challenges ranging from operational inefficiencies to safety concerns and environmental impact. In an era defined by rapid technological advancement, the integration of Artificial Intelligence (AI) presents unprecedented opportunities to revolutionize the way maritime operations are conducted. The book "AI for Shipping Industry" explores the intersection of AI and the shipping sector, offering insights into how AI technologies can address the industry's most pressing issues while unlocking new levels of efficiency, safety, and sustainability. From automated vessel navigation to predictive maintenance, from cargo optimization to risk assessment, AI-driven solutions have the potential to reshape every aspect of maritime operations. This comprehensive guide delves into the evolution of the shipping industry, providing historical context and examining the current landscape of challenges and opportunities. It navigates through the fundamentals of AI, including Machine Learning, Deep Learning, Natural Language Processing, Computer Vision, and Reinforcement Learning, elucidating their relevance and applicability within the maritime domain. Furthermore, the book explores real-world applications of AI in shipping, showcasing case studies, successful implementations, and best practices from leading industry players. It discusses the technologies driving AI adoption in the maritime sector, such as Big Data Analytics, Internet of Things (IoT), and Blockchain, and elucidates their transformative impact on operational workflows and decision-making processes. Moreover, the ethical implications, regulatory considerations, and data privacy concerns surrounding AI adoption in the shipping industry are thoroughly examined, highlighting the importance of responsible AI governance and compliance. Whether you are a maritime professional seeking to stay ahead of industry trends, a technology enthusiast intrigued by the potential of AI in shipping, or an academic researcher exploring the frontiers of maritime innovation, this book serves as a comprehensive guide and a roadmap for navigating the AI-powered future of the shipping industry. Embark on a journey to discover how AI is reshaping the seascape of maritime operations and charting a course towards a smarter, safer, and more sustainable shipping industry.

Modeling, Computing and Data Handling Methodologies for Maritime Transportation

Modeling, Computing and Data Handling Methodologies for Maritime Transportation
Author: Charalampos Konstantopoulos
Publisher: Springer
Total Pages: 222
Release: 2017-09-04
Genre: Technology & Engineering
ISBN: 3319618016

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This book is one of very few in the maritime literature that solely focus on the latest developments in information technology (IT) methodologies in this field. It provides the reader with a concise overview of how IT can truly improve the efficacy of operations in the maritime industry. It consists of seven chapters that address a range of topics related to the synergy between Computer Science and Maritime Science. Specifically, Chapters 1 and 2 explore two important problems in maritime logistics pertaining to quayside operational planning, while Chapters 3 and 4 focus on maritime routing methodologies. Chapters 5 and 6 present decision-making support systems for safe shipping and port security. Last, Chapter 7 presents simulation methodologies for modeling maritime traffic. The intended readership of the book spans both an academic audience and professionals in the areas of Operational Research, Transportation Science, and Maritime Science interested in applying IT methodologies in their areas of expertise.

Smart Ports and Robotic Systems

Smart Ports and Robotic Systems
Author: Tafsir Matin Johansson
Publisher: Springer Nature
Total Pages: 446
Release: 2023-04-02
Genre: Political Science
ISBN: 3031252969

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This book provides a comprehensive overview of smart ports and remote technologies in the maritime industry. It demonstrates how modern advances in artificial intelligence and robotics have transformed the shipping industry, and assesses the impact of this technology from a law and governance standpoint. The book covers a range of topics including port autonomous operations systems, cybersecurity, big data analytics, digitalization and blockchain to throw light on the opportunities and benefits of these new technologies in improving security and safety. It also considers the challenges and threats of their application. It concludes by examining the trajectory of national and international regulatory developments. The book will appeal to scholars and students of maritime technology, law and governance, as well as practitioners and policymakers. Chapters 8, 19 and 20 are available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.

AI UNLEASHED

AI UNLEASHED
Author: Mustafa Nejem, Sr.
Publisher: Maritime
Total Pages: 0
Release: 2023-11-25
Genre: Education
ISBN: 9781963159004

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AI Unleashed: Transforming Maritime Shipping for the Future" explores the integration of artificial intelligence (AI) in the maritime shipping industry. It discusses the benefits of AI in improving maritime transportation and business operations, with case studies showcasing AIpowered solutions. The book addresses challenges, provides an implementation plan, and explores ethical considerations. It concludes with a discussion on future trends and emerging technologies. This comprehensive guide inspires and guides stakeholders in embracing AI for transforming maritime shipping