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    University Physics with Modern Physics
    (Pearson, 2012) Young Hugh. D; Freedman Roger A.; Lewis Ford A.
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    Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow:
    (O’Reilly Media, Inc.,, 2019) Aurélien Géron
    Through a series of recent breakthroughs, deep learning has boosted the entire field of machine learning. Now, even programmers who know close to nothing about this technology can use simple, efficient tools to implement programs capable of learning from data. This practical book shows you how. By using concrete examples, minimal theory, and two production-ready Python frameworksâ??Scikit-Learn and TensorFlowâ??author Aurélien Géron helps you gain an intuitive understanding of the concepts and tools for building intelligent systems. Youâ learn a range of techniques, starting with simple linear regression and progressing to deep neural networks. With exercises in each chapter to help you apply what youâ??ve learned, all you need is programming experience to get started. Explore the machine learning landscape, particularly neural nets Use Scikit-Learn to track an example machine-learning project end-to-end Explore several training models, including support vector machines, decision trees, random forests, and ensemble methods Use the TensorFlow library to build and train neural nets Dive into neural net architectures, including convolutional nets, recurrent nets, and deep reinforcement learning Learn techniques for training and scaling deep neural nets
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    Mine Managers' handbook
    (The Australasian Institute of Mining and Metallurgy, 2012)
    The Mine Managers' Handbook is a comprehensive volume describing all the important aspects of managing a mining company. It addresses topics such as corporate strategy, leadership, operations management, and world markets for minerals. Written by experts from industry, consulting firms, and academia, it will be of great value to corporate executives, directors of mining companies, students, and to all those wishing to understand the industry. While written primarily for Australian conditions, much of the content applies to the global minerals industry. Chapters include: Overview of mine management, Occupational health and safety, Environment management, Stakeholder relationships, Human resources, Capital investment and project development, Operations management, Finance and administration, Minerals and markets, Strategic planning. Also included is a CD that covers Guidelines for Technical Economic Evaluations of Minerals Industry Projects.
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    Cost Estimation handbook
    (The Australasian Institute of Mining and Metallurgy, 2012) Kristy Burt; Claire Lockyer; Kylie McShane; Olivia Tet Fong
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    Handbook of Energy Audits
    (Taylor & Francis, 2010) Albert Thumann; William J. Younger; Terry Niehus
    As a result of changes in the energy marketplace, the role of energy audits has greatly expanded. There is an increasing need in business and industry to more effectively manage energy use. Reducing utility costs is still one of the most effective and achievable strategies for lowering the operating costs. Today, many large energy consumers are contracting with energy service providers to implement energy projects. This arrangement necessitates the establishing of baseline energy usage as well as quantification of savings resulting from project implementation. Accurate and complete energy audits are essential as a means to assess and verify a project’s success at meeting contracted goals. This book is designed to provide you with the fundamental knowledge you need to evaluate how energy is used in commercial facilities, establish accurate baseline information, and identify where energy consumption can be reduced.
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    Energy Storagein Power Systems
    (Wiley, 2016) Francisco Díaz-González; Andreas Sumper; Oriol Gomis-Bellmunt
    Power systems are complex structures composed of an enormous number of different installations, economic actors, and – in smaller numbers – system operators. In the traditional approach, the system is dominated by economies of scale. This means that for steadily increasing consumption, a large power generation capacity is installed, mainly nuclear, coal- or gas-fired thermal, and hydroelectric.
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    Design of the Electric Load Carrying Platform
    (GMIT, 2023) Tuguldur Sumiya; Odbileg Norovrenchin; Sungchil Lee
    The electric load carrying platform is an essential tool for material handling applications, designed to reduce the physical strain and risk of injury associated with moving heavy loads. This thesis focuses on the design principles and techniques for electric load carrying platforms, with the goal of improving their functionality, usability, and safety. Through an literature review and case studies, this thesis explores various design aspects of load carrying platforms, such as material selection, structural design, and wheel configuration. Furthermore, the thesis investigates the use of advanced technologies in electric load carrying platform design, such as automation, sensing systems, and IoT integration. The thesis evaluates the benefits and limitations of these technologies, highlighting their potential to enhance the performance, reliability, and safety of load carrying platforms. By providing a comprehensive analysis of the design considerations and strategies for electric load carrying platforms, this thesis aims to contribute to the ongoing efforts to improve material handling practices and reduce the risk of work-related injuries. The thesis concludes by identifying areas for future research and development in electric load carrying platform design, with the goal of advancing the field and creating safer, more efficient material handling solutions.
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    Assessment of wind energy resources of Mongolia
    (GMIT, 2023) Naranzul Bayasgalan; Gantuya Ganbat; Odontungalag Dorjsuren
    This study assessed the wind energy potential in Mongolia by analyzing wind speed data collected from 69 stations across the country. The data was categorized by region and analyzed using the Weibull distribution to determine the monthly mean wind speed and wind power density.
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    The Digitalization of Project Management in Road Construction of Mongolia
    (GMIT, 2023) Naranmandakh Batdorj; Enkhzaya Chuluunbaatar; Sungchil Lee; Jerome Lange; T.Byamba
    Digital transformation has become a critical concept in the construction industry, offering new possibilities for optimizing project management, improving efficiency, and reducing costs. However, Mongolia's road construction sector has a range of challenges, including limited resources, a fragmented supply chain, and a need for more modern infrastructure. This thesis explores the importance of digital transformation and the LEAN construction method in the Mongolian road construction industry. Furthermore, it examines the opportunities and challenges of implementing digital technology and a LEAN management approach. Using a survey and data analysis research design, we surveyed specialized road construction engineers and member companies of the Mongolian Road Association to gather data on the current state of digital methods and project management approaches in the industry. We also conducted a mock study of LEAN Construction software and management approaches to assess its potential for improving project management in the road construction sector.
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    OHS factor analysis and probability to control selected types of incidents: Case study MAK LLC
    (GMIT, 2023) Narangarav Batsaikhan; Otgonbayar; Mathias Bauer; Sumiyadorj
    This case study investigates the connection between occupational health and safety (OHS) and the costs incurred by an organization, with a particular emphasis placed on direct labor, and it suggests strategies for cutting both direct and indirect costs. The research is carried out at Mongolyn Alt (MAK) LLC, which currently has Occupational Health and Safety Management System (OHSMS) being broadly adopted throughout the organization as a whole. The purpose of this project is to highlight the significance of OHS in lowering the costs that are associated with worker injuries and, illnesses and minimizing the impact on the production process. As part of the research, we will be looking at international OHS standards and developing standardized documentation that is specific to the Mongolian setting. The research recommends one change as a way to illustrate how the influence of a single variable can have a lasting effect on production costs and volume. At MAK LLC, the long-term objective is to eliminate expenditures that are linked with workplace injuries and to foster an atmosphere that is both sustainable and productive in the workplace.