Occupational Fatigue Prediction For Entry Level Construction Workers In Material Handling Activities Using Wearable Sensors
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Occupational Fatigue Prediction For Entry Level Construction Workers In Material Handling Activities Using Wearable Sensors
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Author : Wonil Lee
language : en
Publisher:
Release Date : 2018
Occupational Fatigue Prediction For Entry Level Construction Workers In Material Handling Activities Using Wearable Sensors written by Wonil Lee and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018 with categories.
Research on the measurement and prediction of occupational fatigue of construction workers using wearable sensors has been carried out using different types of sensor technologies and measurement variables. Previous studies have demonstrated promising results using wearable sensors for fatigue prediction, suggesting that they may have practical use as tools for the prevention of fatigue management on worksites. However, there are no clear guidelines on the type of sensors to use in fatigue management or on the relevant sensed variables. Moreover, the collection and processing of wearable sensor data should be sufficiently simple for safety professionals to use in practice. The current study aimed to address these challenges by using several of the most active wearable sensor technologies in occupational fatigue research—actigraphy and electrocardiogram (ECG) sensors—to obtain different variables from participants performing simulated construction tasks in laboratory conditions. A total of 22 participants participated in the experiment. Of these, 19 were exposed to different task workloads and completed four repetition measurements, while three participants only completed one or two experiment session(s). A total of 80 observations obtained by the experiment were used for the analysis. Stepwise logistic regression was used to identify the most appropriate and parsimonious fatigue prediction model. Among the different variables collected, heart rate variability (HRV) measurements, standard deviation of NN intervals (SDNN) and power in the low frequency range (LF) were found to be useful in predicting fatigue. Both the fast Fourier transform (FFT) and the autoregressive (AR) analysis in the frequency domain analysis methods were employed. Log transformed LF obtained by AR analysis method was found to be more suitable for daily management of worker’s fatigue, while the SDNN was useful in weekly fatigue management. This study contributes to the body of knowledge on the use of wearable technology for the management of fatigue among construction workers.
Guide To Manual Materials Handling
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Author : A. Mital
language : en
Publisher: CRC Press
Release Date : 1997-06-12
Guide To Manual Materials Handling written by A. Mital and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 1997-06-12 with Technology & Engineering categories.
Manual Materials Handling MMH creates special problems for many different workers worldwide. Labourers engaged in jobs which require extensive lifting/lowering, carrying and pushing/pulling of heavy materials have suffered increasing rates of musculo-skeletal injury, especially to the back.; This guide is intended to include all activities involved in MMH lifting, pushing, pulling, carrying and holding. Recommendations are provided in the form of design data that can be used to design different MMH work activities. The guide is divided into two parts. Part I outlines the scope of the problem, discusses the factors that influence a person's capacity to perform MMH activities and / or should be modified to reduce the risk of injuries, and reviews the various design approaches to solving the MMH problem. Part II provides specific design data in six distinct chapters. The seventh chapter of Part II of the guide describes various mechanical devices that are available to aid MMH activities.; The guide is aimed at all concerned with the health impact of MMH activities; occupational health and safety workers; senior human resource managers; ergonomists; workers' compensation lawyers; union representatives.
Human Fatigue Risk Management
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Author : Susan L. Murray
language : en
Publisher: Academic Press
Release Date : 2016-06-23
Human Fatigue Risk Management written by Susan L. Murray and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-06-23 with Technology & Engineering categories.
Human Fatigue Risk Management: Improving Safety in the Chemical Processing Industry teaches users everything they need to know to mitigate the risk of fatigued workers in a plant or refinery. As human fatigue has been directly linked to several major disasters, the book explores the API RP 755 guidelines that were released to reduce these types of incidents. This book will help users follow API RP 755 and/or implement a fatigue risk management system in their organization. Susan Murray, a recognized expert in the field of sleep deprivation and its relation to high hazard industries, has written this book to be useful for HSE managers, plant and project managers, occupational safety professionals, and engineers and managers in the chemical processing industry. As scheduling of shifts is an important factor in reducing fatigue and accident rates, users will learn the benefits of more frequent staff rotation and how to implement an ideal scheduling plan. The book goes beyond API RP 755, offering more detailed understanding of why certain measures for managing fatigue are beneficial to a company, including examples of how theory can be put into practice. It is a simple, digestible book for managers who are interested in addressing human factor issues at their workplace in order to raise safety standards. Covers sleep, sleep disorders, and the consequences of fatigue as related to high-hazard industries Helps improve safety standards at the plant level Provides information on how to comply with API RP 755 and related OSHA 29CFR1910 articles Relates fatigue and human performance to accidents, helping readers make a case for implementing a human fatigue risk management policy, which, in turn, prevents loss of property and life
Data Analytics And Applications Of The Wearable Sensors In Healthcare
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Author : Shabbir Syed-Abdul
language : en
Publisher: MDPI
Release Date : 2020-06-17
Data Analytics And Applications Of The Wearable Sensors In Healthcare written by Shabbir Syed-Abdul and has been published by MDPI this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-06-17 with Medical categories.
This book provides a collection of comprehensive research articles on data analytics and applications of wearable devices in healthcare. This Special Issue presents 28 research studies from 137 authors representing 37 institutions from 19 countries. To facilitate the understanding of the research articles, we have organized the book to show various aspects covered in this field, such as eHealth, technology-integrated research, prediction models, rehabilitation studies, prototype systems, community health studies, ergonomics design systems, technology acceptance model evaluation studies, telemonitoring systems, warning systems, application of sensors in sports studies, clinical systems, feasibility studies, geographical location based systems, tracking systems, observational studies, risk assessment studies, human activity recognition systems, impact measurement systems, and a systematic review. We would like to take this opportunity to invite high quality research articles for our next Special Issue entitled “Digital Health and Smart Sensors for Better Management of Cancer and Chronic Diseases” as a part of Sensors journal.
Construction Health And Safety In Developing Countries
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Author : Patrick Manu
language : en
Publisher: Routledge
Release Date : 2019-08-22
Construction Health And Safety In Developing Countries written by Patrick Manu and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-08-22 with Architecture categories.
The global construction sector is infamous for high levels of injuries, accidents and fatalities, and poor health and well-being of its workforce. While this record appears in both developed and developing countries, the situation is worse in developing countries, where major spending on infrastructure development is expected. There is an urgent need to improve construction health and safety (H&S) in developing countries. The improvement calls for the development of context-specific solutions underpinned by research into challenges and related solutions. This edited volume advances the current understanding of construction H&S in developing countries by revealing context-specific issues and challenges that have hitherto not been well explored in the literature, and applying emergent H&S management approaches and practices in developing countries. Coverage includes countries from the regions of sub-Saharan Africa, Latin America, Asia and Europe. This book, which is the first compendium of research into construction H&S issues in developing countries, adds considerable insight into the field and presents innovative solutions to help address poor H&S in construction in developing nations. It is a must read for all construction professionals, researchers and practitioners interested in construction and occupational H&S, safety management, engineering management and development studies.
Logistic Regression Models
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Author : Joseph M. Hilbe
language : en
Publisher: CRC Press
Release Date : 2009-05-11
Logistic Regression Models written by Joseph M. Hilbe and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009-05-11 with Mathematics categories.
Logistic Regression Models presents an overview of the full range of logistic models, including binary, proportional, ordered, partially ordered, and unordered categorical response regression procedures. Other topics discussed include panel, survey, skewed, penalized, and exact logistic models. The text illustrates how to apply the various models t
The Minnesota Code Manual Of Electrocardiographic Findings
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Author : Ronald J. Prineas
language : en
Publisher: Springer Science & Business Media
Release Date : 2009-10-26
The Minnesota Code Manual Of Electrocardiographic Findings written by Ronald J. Prineas and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009-10-26 with Medical categories.
The manual is suitable for training electrocardio- without digital recording and that are accompanied graphers and technicians and can be accompanied by other uniquely rich data. Despite my expectations by sets of training ECGs already coded by trainers. during the 1960s that such archives would cease to It is our expectation that the manual will serve as a be used after the introduction of digital recording, reference, guide, and training source for those con- the tide of such treasures has hardly ebbed. ducting studies that require objective evidence of The changes included in this edition arise from cardiac disease, both prevalent and incident, by non- more than a quarter of a century of directing central invasive, highly standardized, inexpensive record- ECG reading and research centers and collectively ing of the electrocardiogram. In our own ECG Read- 60+ large and small epidemiologic studies and m- ing Center, this has included epidemiologic studies ticenter national and international clinical trials. The among healthy populations, diabetics, psychiatric changes include the description of a new measuring patients, pregnant women, cohorts of patients with loupe in Chap. 3, developed over the past decade, to clinical heart disease, populations exposed to envi- better serve a more ef? cient and a more extensive ronmental contaminants such as arsenic, populations span for measurement of relevant durations, voltages, exposed to Chagas disease, and in clinical trials of and deviations from the isoelectric line. In Chap.
Fitting The Task To The Human Fifth Edition
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Author : E. Grandjean
language : en
Publisher: CRC Press
Release Date : 1997-07-31
Fitting The Task To The Human Fifth Edition written by E. Grandjean and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 1997-07-31 with Technology & Engineering categories.
Our working conditions have undergone rapid and fundamental changes during the last few years. One example is the widespread use of the individual computer in the shop, office and home. Another major development is that women now hold many jobs that used to be in the male domain, and that many more women choose a life-long occupational career. Workforces, tasks, conditions and tools are changing. Many office and industrial workers are tied to human-machine systems. Repetitive work can create cumulative health problems such as the often reported visual strains, mental stress and physical injury. Proper ergonomic measures can avoid such harmful effects and instead promote health conditions which are both efficient and agreeable. In this latest edition of Fitting the Task to the Human, Professor Karl Kroemer has revised and updated the text and data while remaining true to the spirit of Professor Etienne Grandjean's earlier editions. This aim is, as before, to impart basic knowledge of occupational ergonomics in a straightforward and lucid fashion to those responsible for the design, management and safety of people in the workplace, and to those who study it.
Managing Risk And Reliability Of Process Plants
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Author : Mark Tweeddale
language : en
Publisher: Elsevier
Release Date : 2003-07-09
Managing Risk And Reliability Of Process Plants written by Mark Tweeddale and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003-07-09 with Science categories.
There is much specialist material written about different elements of managing risks of hazardous industries, such as hazard identification, risk analysis, and risk management. Managing Risk and Reliability of Process Plants provides a systematic and integrated coverage of all these elements in sufficient detail for the reader to be able to pursue more detailed study of particular elements or topics from a good appreciation of the whole field. The reader would use this book to keep up to date with new developments and, if they are new to the job, to learn more about the subject. The text includes a chapter of case studies and worked examples - including examples of risk assessments, which is consistent with the approach taken throughout the book of applying real-life scenarios and approaches. * Provides a source for reasonable understanding across the whole field of risk management and risk assessment. * Focuses on the how, what, and why of risk management using a consistent and well organized writing style interspersed with case studies, examples, exercises, as well as end matter. * Fills a need in the area of risk assessment and risk management in the process and chemical engineering industry as an essential multi-audience reference/resource tool, useful to managers and students.
Liss 2020
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Author : Shifeng Liu
language : en
Publisher: Springer Nature
Release Date : 2021-04-10
Liss 2020 written by Shifeng Liu and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-04-10 with Business & Economics categories.
This book contains the proceedings of the 10th International Conference on Logistics, Informatics and Service Sciences (LISS 2020), which is co-organized by Beijing Jiaotong University, Budapest University of Technology and Economics, in July 25–28 2020. This book focuses on the “AI and data-driven technical and management innovation in logistics, informatics and services” and aims to provide new research methods, theories and applications from various areas of management and engineering. In detail the included scientific papers analyse and describe communication processes in the fields of logistics, informatics, service sciences and other related areas. The variety of papers delivers added value for both scholars and practitioners. Information and communication technologies have been providing an effective network infrastructure and development platform for logistics and service operations.