Human Performance In Automated And Autonomous Systems Two Volume Set

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Human Performance in Automated and Autonomous Systems

Author : Mustapha Mouloua,Peter A. Hancock
Publisher : CRC Press
Page : 320 pages
File Size : 44,5 Mb
Release : 2019-09-19
Category : Technology & Engineering
ISBN : 9780429857423

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Human Performance in Automated and Autonomous Systems by Mustapha Mouloua,Peter A. Hancock Pdf

This book examines recent advances in theories, models, and methods relevant to automated and autonomous systems. The following chapters provide perspectives on modern autonomous systems, such as self-driving cars and unmanned aerial systems, directly from the professionals working with and studying them. Current theories surrounding topics such as vigilance, trust, and fatigue are examined throughout as predictors of human performance in the operation of automated systems. The challenges related to attention and effort in autonomous vehicles described within give credence to still-developing methods of training and selecting operators of such unmanned systems. The book further recognizes the need for human-centered approaches to design; a carefully crafted automated technology that places the "human user" in the center of that design process. Features Combines scientific theories with real-world applications where automated technologies are implemented Disseminates new understanding as to how automation is now transitioning to autonomy Highlights the role of individual and team characteristics in the piloting of unmanned systems and how models of human performance are applied in system design Discusses methods for selecting and training individuals to succeed in an age of increasingly complex human-machine systems Provides explicit benchmark comparisons of progress across the last few decades, and identifies future prognostications and the constraints that impinge upon these lines of progress Human Performance in Automated and Autonomous Systems: Current Theory and Methods illustrates the modern scientific theories and methods to be applied in real-world automated technologies.

Human Performance in Automated and Autonomous Systems, Two-Volume Set

Author : Mustapha Mouloua,Peter A. Hancock
Publisher : CRC Press
Page : 630 pages
File Size : 47,8 Mb
Release : 2019-12-17
Category : Computers
ISBN : 9780429857454

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Human Performance in Automated and Autonomous Systems, Two-Volume Set by Mustapha Mouloua,Peter A. Hancock Pdf

This two-volume set addresses a variety of human factors issues and engineering concerns across various real-world applications such as aviation and driving, cybersecurity, and healthcare systems. The contents of these books also present recent theories and methods related to human performance, workload and usability assessment in automated and autonomous systems. In this set, the authors discuss both current and developing topics of advanced automation technologies and present emerging practical challenges. Topics covered include unmanned aerial systems and self-driving cars, individual and team performance, human-robot interaction, and operator selection and training. Both practical and theoretical discussions of modern automated and autonomous systems are provided throughout each of the volumes. These books are suitable for those first approaching the issues to those well versed in these fast-moving areas, including students, teachers, researchers, engineers, and policy makers alike. Volume 1 - Human Performance in Automated and Autonomous Systems: Current Theory and Methods Volume 2 - Human Performance in Automated and Autonomous Systems: Emerging Issues and Practical Perspectives

Human Performance in Automated and Autonomous Systems

Author : Mustapha Mouloua,Peter A. Hancock
Publisher : CRC Press
Page : 442 pages
File Size : 44,5 Mb
Release : 2019-09-19
Category : Technology & Engineering
ISBN : 9780429857386

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Human Performance in Automated and Autonomous Systems by Mustapha Mouloua,Peter A. Hancock Pdf

This book is devoted to the examination of emerging practical issues related to automated and autonomous systems. The book highlights the significance of these emergent technologies that determine the course of our daily lives. Each unique chapter highlights human factors and engineering concerns across real-world applications, including matters related to aviation and healthcare, human-robot interaction, transportation systems, cybersecurity and cyber defense. This book also depicts the boundaries that separate humans from machine as we continue to become ever more immersed in and symbiotic with these fast-emerging technologies. Automation, across many occupations, has transitioned the human to a role of monitoring machines, presenting challenges related to vigilance and workload. This book identifies the importance of an approach to automated technology that emphasizes the "human user" at the center of the design process. Features Provides perspectives on the role of the individual and teams in complex technical systems such as aviation, healthcare, and medicine Presents the development of highly autonomous systems related to human safety and performance Examines solutions to human factors challenges presented by modern threats to data privacy and cybersecurity Discusses human perceptual and cognitive capabilities underwriting to the design of automated and autonomous systems • Provides in-depth, expert reviews of context-related developments in automation and human-robot teaming Human Performance in Automated and Autonomous Systems: Emerging Issues and Practical Perspectives applies scientific theory directly to real-world systems where automation and autonomous technology is implemented.

Human Factors in Aviation and Aerospace

Author : Joseph Keebler,Elizabeth H. Lazzara,Katherine Wilson,Elizabeth L. Blickensderfer
Publisher : Academic Press
Page : 622 pages
File Size : 50,7 Mb
Release : 2022-10-26
Category : Psychology
ISBN : 9780124202023

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Human Factors in Aviation and Aerospace by Joseph Keebler,Elizabeth H. Lazzara,Katherine Wilson,Elizabeth L. Blickensderfer Pdf

The third edition of Human Factors in Aviation and Aerospace is a fully updated and expanded version of the highly successful second edition. Written for the widespread aviation community including students, engineers, scientists, pilots, managers, government personnel, etc., this edition continues to offer a comprehensive overview, including pilot performance, human factors in aircraft design, and vehicles and systems. With new editors, this edition adds chapters on aviator attention and perception, accident investigations, automated systems in civil transport airplanes, and aerospace. Multicontributed by leading professionals in the field, this book is the ultimate resource for anyone in the aviation and aerospace industries. Uses real-world case examples of dangers and solutions Includes a new chapter on spaceflight human factors and decision making Examines future directions for automated systems, in two new, separate chapters

Human Factors in Simulation and Training

Author : Dennis A. Vincenzi,Mustapha Moloua,Peter A Hancock,James A. Pharmer,James C. Ferraro
Publisher : CRC Press
Page : 351 pages
File Size : 49,8 Mb
Release : 2023-08-30
Category : Technology & Engineering
ISBN : 9781000908947

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Human Factors in Simulation and Training by Dennis A. Vincenzi,Mustapha Moloua,Peter A Hancock,James A. Pharmer,James C. Ferraro Pdf

Human Factors in Simulation and Training: Theory and Methods covers theoretical concepts on human factors principles as they apply to the fields of simulation and training in the real world. This book discusses traditional and nontraditional aspects of simulation and training. Topics covered include simulation fidelity, transfer of training, limits of simulation and training, virtual reality in the training environment, simulation-based situation awareness training, automated performance measures, performance assessment in simulation, adaptive simulation-based training, and scoring simulations with artificial intelligence This book will be a valuable resource for professionals and graduate students in the fields of ergonomics, human factors, computer engineering, aerospace engineering and occupational health and safety.

Automation and Human Performance

Author : Mustapha Mouloua
Publisher : Unknown
Page : 128 pages
File Size : 46,6 Mb
Release : 2017
Category : Electronic books
ISBN : 1351465031

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Automation and Human Performance by Mustapha Mouloua Pdf

"There is perhaps no facet of modern society where the influence of computer automation has not been felt. Flight management systems for pilots, diagnostic and surgical aids for physicians, navigational displays for drivers, and decision-aiding systems for air-traffic controllers, represent only a few of the numerous domains in which powerful new automation technologies have been introduced. The benefits that have been reaped from this technological revolution have been many. At the same time, automation has not always worked as planned by designers, and many problems have arisen--from minor inefficiencies of operation to large-scale, catastrophic accidents. Understanding how humans interact with automation is vital for the successful design of new automated systems that are both safe and efficient. The influence of automation technology on human performance has often been investigated in a fragmentary, isolated manner, with investigators conducting disconnected studies in different domains. There has been little contact between these endeavors, although principles gleaned from one domain may have implications for another. Also, with a few exceptions, the research has tended to be empirical and only theory-driven. In recent years, however, various groups of investigators have begun to examine human performance in automated systems in general and to develop theories of human interaction with automation technology. This book presents the current theories and assesses the impact of automation on different aspects of human performance. Both basic and applied research is presented to highlight the general principles of human-computer interaction in several domains where automation technologies are widely implemented. The major premise is that a broad-based, theory-driven approach will have significant implications for the effective design of both current and future automation technologies. This volume will be of considerable value to researchers in human"--Provided by publisher.

Automation and Human Performance

Author : Raja Parasuraman,Mustapha Mouloua
Publisher : CRC Press
Page : 536 pages
File Size : 53,8 Mb
Release : 1996-06-01
Category : Technology & Engineering
ISBN : 080581616X

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Automation and Human Performance by Raja Parasuraman,Mustapha Mouloua Pdf

There is perhaps no facet of modern society where the influence of computer automation has not been felt. Flight management systems for pilots, diagnostic and surgical aids for physicians, navigational displays for drivers, and decision-aiding systems for air-traffic controllers, represent only a few of the numerous domains in which powerful new automation technologies have been introduced. The benefits that have been reaped from this technological revolution have been many. At the same time, automation has not always worked as planned by designers, and many problems have arisen--from minor inefficiencies of operation to large-scale, catastrophic accidents. Understanding how humans interact with automation is vital for the successful design of new automated systems that are both safe and efficient. The influence of automation technology on human performance has often been investigated in a fragmentary, isolated manner, with investigators conducting disconnected studies in different domains. There has been little contact between these endeavors, although principles gleaned from one domain may have implications for another. Also, with a few exceptions, the research has tended to be empirical and only theory-driven. In recent years, however, various groups of investigators have begun to examine human performance in automated systems in general and to develop theories of human interaction with automation technology. This book presents the current theories and assesses the impact of automation on different aspects of human performance. Both basic and applied research is presented to highlight the general principles of human-computer interaction in several domains where automation technologies are widely implemented. The major premise is that a broad-based, theory-driven approach will have significant implications for the effective design of both current and future automation technologies. This volume will be of considerable value to researchers in human factors, human-computer interaction, aviation and cognitive psychology, industrial engineering--and related disciplines as well as computer scientists, aeronautical, biomedical, and mechanical engineers. In addition, it should interest others involved in the design and manufacture of automation technologies. Part I covers broad theoretical perspectives and concepts in automation research. Part II assesses the impact of automation on different aspects of human performance, including monitoring, mental workload, situational awareness, vigilance, decision making, and supervisory control. Aspects of team performance in automated systems are also discussed. Part III examines issues related to human performance in different domains where automation technologies have been introduced including: aviation, different modes of transportation, motor vehicles on the road, maritime operations, medical systems, quality control and maintenance, and oil and gas pipeline operations. Part IV speculates on the future relationship between humans and automation and explores this relationship in the context of understanding the "teleology," or grand purpose in design, of automation technology.

Psychology and Human Performance in Space Programs

Author : Lauren Blackwell Landon,Kelley J. Slack,Eduardo Salas
Publisher : CRC Press
Page : 339 pages
File Size : 42,7 Mb
Release : 2020-10-08
Category : Business & Economics
ISBN : 9780429804274

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Psychology and Human Performance in Space Programs by Lauren Blackwell Landon,Kelley J. Slack,Eduardo Salas Pdf

In Psychology and Human Performance in Space Programs: Extreme Application, operations experts from multiple space agencies, with support from spaceflight researchers, outline existing and proposed operations for selecting, training, and supporting space crews who currently live and work on the International Space Station, and who are preparing for future missions to the moon and Mars. Highlighting applied psychology in spaceflight whilst acknowledging real-world complexities that occur when integrating across an international, multi-agency collective, this volume provides both historical and current perspectives toward spaceflight operations, with expert contributions from NASA and international partners such as the Japanese Space Agency, Russian space researchers, and the Canadian Space Agency. Helpfully outlining the progress that has been made so far, this book includes topics such as the selection and hiring of astronauts, the process of training a crew for a mission to Mars, and workload and mission planning. Discussing operational psychology in space and on the ground, this book looks to the future of research and operational needs for future missions to Mars, with an essay from astronaut Dr. Don Pettit on his experiences in space and how the Mars mission will challenge us in new ways. This second of two volumes will be of interest to professionals in the field of human factors and psychology in extreme environments.

Our Robots, Ourselves

Author : David A. Mindell
Publisher : Penguin
Page : 208 pages
File Size : 54,8 Mb
Release : 2015-10-13
Category : Business & Economics
ISBN : 9780698157668

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Our Robots, Ourselves by David A. Mindell Pdf

“[An] essential book… it is required reading as we seriously engage one of the most important debates of our time.”—Sherry Turkle, author of Reclaiming Conversation: The Power of Talk in a Digital Age From drones to Mars rovers—an exploration of the most innovative use of robots today and a provocative argument for the crucial role of humans in our increasingly technological future. In Our Robots, Ourselves, David Mindell offers a fascinating behind-the-scenes look at the cutting edge of robotics today, debunking commonly held myths and exploring the rapidly changing relationships between humans and machines. Drawing on firsthand experience, extensive interviews, and the latest research from MIT and elsewhere, Mindell takes us to extreme environments—high atmosphere, deep ocean, and outer space—to reveal where the most advanced robotics already exist. In these environments, scientists use robots to discover new information about ancient civilizations, to map some of the world’s largest geological features, and even to “commute” to Mars to conduct daily experiments. But these tools of air, sea, and space also forecast the dangers, ethical quandaries, and unintended consequences of a future in which robotics and automation suffuse our everyday lives. Mindell argues that the stark lines we’ve drawn between human and not human, manual and automated, aren’t helpful for understanding our relationship with robotics. Brilliantly researched and accessibly written, Our Robots, Ourselves clarifies misconceptions about the autonomous robot, offering instead a hopeful message about what he calls “rich human presence” at the center of the technological landscape we are now creating.

Robust Intelligence and Trust in Autonomous Systems

Author : Ranjeev Mittu,Donald Sofge,Alan Wagner,W.F. Lawless
Publisher : Springer
Page : 270 pages
File Size : 41,9 Mb
Release : 2016-04-07
Category : Computers
ISBN : 9781489976680

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Robust Intelligence and Trust in Autonomous Systems by Ranjeev Mittu,Donald Sofge,Alan Wagner,W.F. Lawless Pdf

This volume explores the intersection of robust intelligence (RI) and trust in autonomous systems across multiple contexts among autonomous hybrid systems, where hybrids are arbitrary combinations of humans, machines and robots. To better understand the relationships between artificial intelligence (AI) and RI in a way that promotes trust between autonomous systems and human users, this book explores the underlying theory, mathematics, computational models, and field applications. It uniquely unifies the fields of RI and trust and frames it in a broader context, namely the effective integration of human-autonomous systems. A description of the current state of the art in RI and trust introduces the research work in this area. With this foundation, the chapters further elaborate on key research areas and gaps that are at the heart of effective human-systems integration, including workload management, human computer interfaces, team integration and performance, advanced analytics, behavior modeling, training, and, lastly, test and evaluation. Written by international leading researchers from across the field of autonomous systems research, Robust Intelligence and Trust in Autonomous Systems dedicates itself to thoroughly examining the challenges and trends of systems that exhibit RI, the fundamental implications of RI in developing trusted relationships with present and future autonomous systems, and the effective human systems integration that must result for trust to be sustained. Contributing authors: David W. Aha, Jenny Burke, Joseph Coyne, M.L. Cummings, Munjal Desai, Michael Drinkwater, Jill L. Drury, Michael W. Floyd, Fei Gao, Vladimir Gontar, Ayanna M. Howard, Mo Jamshidi, W.F. Lawless, Kapil Madathil, Ranjeev Mittu, Arezou Moussavi, Gari Palmer, Paul Robinette, Behzad Sadrfaridpour, Hamed Saeidi, Kristin E. Schaefer, Anne Selwyn, Ciara Sibley, Donald A. Sofge, Erin Solovey, Aaron Steinfeld, Barney Tannahill, Gavin Taylor, Alan R. Wagner, Yue Wang, Holly A. Yanco, Dan Zwillinger.

Autonomy and Artificial Intelligence: A Threat or Savior?

Author : W.F. Lawless,Ranjeev Mittu,Donald Sofge,Stephen Russell
Publisher : Springer
Page : 318 pages
File Size : 42,7 Mb
Release : 2017-08-24
Category : Computers
ISBN : 9783319597195

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Autonomy and Artificial Intelligence: A Threat or Savior? by W.F. Lawless,Ranjeev Mittu,Donald Sofge,Stephen Russell Pdf

This book explores how Artificial Intelligence (AI), by leading to an increase in the autonomy of machines and robots, is offering opportunities for an expanded but uncertain impact on society by humans, machines, and robots. To help readers better understand the relationships between AI, autonomy, humans and machines that will help society reduce human errors in the use of advanced technologies (e.g., airplanes, trains, cars), this edited volume presents a wide selection of the underlying theories, computational models, experimental methods, and field applications. While other literature deals with these topics individually, this book unifies the fields of autonomy and AI, framing them in the broader context of effective integration for human-autonomous machine and robotic systems. The contributions, written by world-class researchers and scientists, elaborate on key research topics at the heart of effective human-machine-robot-systems integration. These topics include, for example, computational support for intelligence analyses; the challenge of verifying today’s and future autonomous systems; comparisons between today’s machines and autism; implications of human information interaction on artificial intelligence and errors; systems that reason; the autonomy of machines, robots, buildings; and hybrid teams, where hybrid reflects arbitrary combinations of humans, machines and robots. The contributors span the field of autonomous systems research, ranging from industry and academia to government. Given the broad diversity of the research in this book, the editors strove to thoroughly examine the challenges and trends of systems that implement and exhibit AI; the social implications of present and future systems made autonomous with AI; systems with AI seeking to develop trusted relationships among humans, machines, and robots; and the effective human systems integration that must result for trust in these new systems and their applications to increase and to be sustained.

Autonomous Nuclear Power Plants with Artificial Intelligence

Author : Jonghyun Kim,Seungjun Lee,Poong Hyun Seong
Publisher : Springer Nature
Page : 280 pages
File Size : 50,8 Mb
Release : 2023-02-20
Category : Technology & Engineering
ISBN : 9783031223860

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Autonomous Nuclear Power Plants with Artificial Intelligence by Jonghyun Kim,Seungjun Lee,Poong Hyun Seong Pdf

This book introduces novel approaches and practical examples of autonomous nuclear power plants that minimize operator intervention. Autonomous nuclear power plants with artificial intelligence presents a framework to enable nuclear power plants to autonomously operate and introduces artificial intelligence (AI) techniques to implement its functions. Although nuclear power plants are already highly automated to reduce human errors and guarantee the reliability of system operations, the term “autonomous” is still not popular because AI techniques are regarded as less proven technologies. However, the use of AI techniques and the autonomous operation seems unavoidable because of their great advantages, especially, in advanced reactors and small modular reactors. The book includes the following topics: Monitoring, diagnosis, and prediction. Intelligent control. Operator support systems. Operator-autonomous system interaction. Integration into the autonomous operation system. This book will provides useful information for researchers and students who are interested in applying AI techniques in the fields of nuclear as well as other industries. This book covers broad practical applications of AI techniques from the classical fault diagnosis to more recent autonomous control. In addition, specific techniques and modelling examples are expected to be very informative to the beginners in the AI studies.

Comprehensive Healthcare Simulation: Improving Healthcare Systems

Author : Ellen S. Deutsch,Shawna J. Perry,Harshad G. Gurnaney
Publisher : Springer Nature
Page : 240 pages
File Size : 52,7 Mb
Release : 2021-07-22
Category : Medical
ISBN : 9783030729738

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Comprehensive Healthcare Simulation: Improving Healthcare Systems by Ellen S. Deutsch,Shawna J. Perry,Harshad G. Gurnaney Pdf

This book presents simulation as an essential, powerful tool to develop the best possible healthcare system for patients. It provides vital insights into the necessary steps for supporting and enhancing medical care through the simulation methodology. Organized into four sections, the book begins with a discussion on the overarching principles of simulation and systems. Section two then delves into the practical applications of simulation, including developing new workflows, utilizing new technology, building teamwork, and promoting resilience. Following this, section three examines the transition of ideas and initiatives into everyday practices. Chapters in this section analyze complex interpersonal topics such as how healthcare clinical stakeholders, simulationists, and experts who are non-clinicians can collaborate. The closing section explores the potential future directions of healthcare simulation, as well as leadership engagement. A new addition to the Comprehensive Healthcare Simulation Series, Improving Healthcare Systems stimulates the critical discussion of new and innovative concepts and reinforces well-established and germane principles.

Trends in Control and Decision-Making for Human–Robot Collaboration Systems

Author : Yue Wang,Fumin Zhang
Publisher : Springer
Page : 418 pages
File Size : 51,5 Mb
Release : 2017-01-24
Category : Technology & Engineering
ISBN : 9783319405339

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Trends in Control and Decision-Making for Human–Robot Collaboration Systems by Yue Wang,Fumin Zhang Pdf

This book provides an overview of recent research developments in the automation and control of robotic systems that collaborate with humans. A measure of human collaboration being necessary for the optimal operation of any robotic system, the contributors exploit a broad selection of such systems to demonstrate the importance of the subject, particularly where the environment is prone to uncertainty or complexity. They show how such human strengths as high-level decision-making, flexibility, and dexterity can be combined with robotic precision, and ability to perform task repetitively or in a dangerous environment. The book focuses on quantitative methods and control design for guaranteed robot performance and balanced human experience from both physical human-robot interaction and social human-robot interaction. Its contributions develop and expand upon material presented at various international conferences. They are organized into three parts covering: one-human–one-robot collaboration; one-human–multiple-robot collaboration; and human–swarm collaboration. Individual topic areas include resource optimization (human and robotic), safety in collaboration, human trust in robot and decision-making when collaborating with robots, abstraction of swarm systems to make them suitable for human control, modeling and control of internal force interactions for collaborative manipulation, and the sharing of control between human and automated systems, etc. Control and decision-making algorithms feature prominently in the text, importantly within the context of human factors and the constraints they impose. Applications such as assistive technology, driverless vehicles, cooperative mobile robots, manufacturing robots and swarm robots are considered. Illustrative figures and tables are provided throughout the book. Researchers and students working in controls, and the interaction of humans and robots will learn new methods for human–robot collaboration from this book and will find the cutting edge of the subject described in depth.

Springer Handbook of Automation

Author : Shimon Y. Nof
Publisher : Springer Nature
Page : 1533 pages
File Size : 45,6 Mb
Release : 2023-06-16
Category : Technology & Engineering
ISBN : 9783030967291

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Springer Handbook of Automation by Shimon Y. Nof Pdf

This handbook incorporates new developments in automation. It also presents a widespread and well-structured conglomeration of new emerging application areas, such as medical systems and health, transportation, security and maintenance, service, construction and retail as well as production or logistics. The handbook is not only an ideal resource for automation experts but also for people new to this expanding field.