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| pipeline operation and maintenance a practical approach: Pipeline Operation & Maintenance Mo Mohitpour, Jason Szabo, Thomas Van Hardeveld, 2005 |
| pipeline operation and maintenance a practical approach: Pipeline Operation & Maintenance , 2010 Provides comprehensive details on all matters related to operation and maintenance of gas and liquid pipeline systems. It is designed to impart know-how to operation and maintenance personnel while providing an in-depth coverage of the subjects that pipeline workers and pipeline engineers often face in the assessment of operation and maintenance tasks and corrective techniques. It is designed to fill the gap from commissioning to the operation and maintenance of pipeline systems, covering pipeline and facilities including metering, pumping, and compression as well as reliability assessments. |
| pipeline operation and maintenance a practical approach: A Practical Approach to Hazard Identification for Operations and Maintenance Workers CCPS (Center for Chemical Process Safety), 2010-07-23 The first part of this book (Chapters 1 and 2) provides an introduction and discusses basic concepts. Chapter 3 deals with the use of the basic human senses for identifying hazards. Chapter 4 deals with different classes and categories of hazards. Chapter 5 deals with techniques and methodologies for identifying and evaluating hazards. Chapter 6 deals with making risk based decisions. Chapter 7 deals with follow-up and call to action. Chapter 8 deals with learning and continuous improvement. The Appendices provide references, case studies, hazard presentations and additional pictures. Note: CD-ROM/DVD and other supplementary materials are not included as part of eBook file. |
| pipeline operation and maintenance a practical approach: The Concise Industrial Flow Measurement Handbook Michael A. Crabtree, 2019-11-11 The Concise Industrial Flow Measurement Handbook: A Definitive Practical Guide covers the complete range of modern flow measuring technologies and represents 40 years of experiential knowledge within a wide variety of industries, and from more than 5000 technicians and engineers who have attended the author’s workshops. This book covers all the current technologies in flow measurement, including high accuracy Coriolis, ultrasonic custody transfer, and high accuracy magnetic flowmeters. The book also discusses flow proving and limitations of different proving methods. This volume contains over 300 explanatory drawings and graphs and is presented in a form suitable for both the beginner, with no prior knowledge of the subject, as well as the more advanced specialist. This book is aimed at professionals in the field, including chemical engineers, process engineers, instrumentation and control engineers, and mechanical engineers. |
| pipeline operation and maintenance a practical approach: Failure Analysis Zheng-Ming Huang, Sayed Hemeda, 2019 This book, Failure Analysis, covers a broadest sense failure to a narrowest sense one. One purpose of this book is to provide the reader with an overall picture of various failures and how to deal with them. Another purpose is to present the latest scientific advancements in this field. For instance, an innovative concept of true stresses is introduced and is shown to be necessary in dealing with a composite failure micromechanically. |
| pipeline operation and maintenance a practical approach: ANCILLARY EQUIPMENT AND ELECTRICAL EQUIPMENT - Volume I , 2010-12-03 Ancillary Equipment and Electrical Equipment is a component of Encyclopedia of Water Sciences, Engineering and Technology Resources in the global Encyclopedia of Life Support Systems (EOLSS), which is an integrated compendium of twenty one Encyclopedias. The volume presents state-of-the art subject matter of various aspects of Ancillary Equipment And Electrical Equipment such as: Seawater Supply Pump; Cooling Water Recirculation Pump; Brine Recirculation Pump; Brine Blowdown Pump; Brine Heater Condensate Pump; Minor Pumps For Desalination Plants; The Installation Criteria And The Layout; Hydraulic Aspects In Design And Operation Of Axial-Flow Pumps; Description Of Surface Vortices With Regard To Common Design Criteria Of Intake Chambers; Vacuum Creating Equipment; Filtering Equipment; Chemical Dosing Stations; On-Load Sponge Ball Cleaning System; Power Supply Systems And Electrical Equipment For Desalination Plants; Composite Materials For Pressure Vessels And Pipes; Thermal Stresses In Vessels, Piping, And Components; Pressure Vessels And Piping Systems: Reliability, Risk And Safety Assessment; Pressure Vessels And Shell Structures; Pipeline Operations; Steel And Pipe Mill Techology; Pipeline Structural Integrity; Pipeline System Automation And Control; Pump And Compressor Operation; Environmental Conservation Practices For Pipelines. This volume is aimed at the following five major target audiences: University and College Students Educators, Professional Practitioners, Research Personnel and Policy and Decision Makers |
| pipeline operation and maintenance a practical approach: Handbook of Natural Gas Transmission and Processing Saeid Mokhatab, William A. Poe, John Y. Mak, 2018-10-26 Written by an internationally-recognized team of natural gas industry experts, the fourth edition of Handbook of Natural Gas Transmission and Processing is a unique, well-researched, and comprehensive work on the design and operation aspects of natural gas transmission and processing. Six new chapters have been added to include detailed discussion of the thermodynamic and energy efficiency of relevant processes, and recent developments in treating super-rich gas, high CO2 content gas, and high nitrogen content gas with other contaminants. The new material describes technologies for processing today's unconventional gases, providing a fresh approach in solving today's gas processing challenges including greenhouse gas emissions. The updated edition is an excellent platform for gas processors and educators to understand the basic principles and innovative designs necessary to meet today's environmental and sustainability requirement while delivering acceptable project economics. - Covers all technical and operational aspects of natural gas transmission and processing. - Provides pivotal updates on the latest technologies, applications, and solutions. - Helps to understand today's natural gas resources, and the best gas processing technologies. - Offers design optimization and advice on the design and operation of gas plants. |
| pipeline operation and maintenance a practical approach: Journal of Dynamic Systems, Measurement, and Control , 2005 |
| pipeline operation and maintenance a practical approach: Oil and Gas Pipelines R. Winston Revie, 2015-04-01 A comprehensive and detailed reference guide on the integrity and safety of oil and gas pipelines, both onshore and offshore Covers a wide variety of topics, including design, pipe manufacture, pipeline welding, human factors, residual stresses, mechanical damage, fracture and corrosion, protection, inspection and monitoring, pipeline cleaning, direct assessment, repair, risk management, and abandonment Links modern and vintage practices to help integrity engineers better understand their system and apply up-to-date technology to older infrastructure Includes case histories with examples of solutions to complex problems related to pipeline integrity Includes chapters on stress-based and strain-based design, the latter being a novel type of design that has only recently been investigated by designer firms and regulators Provides information to help those who are responsible to establish procedures for ensuring pipeline integrity and safety |
| pipeline operation and maintenance a practical approach: Chemical Process Technology and Simulation SRIKUMAR KOYIKKAL, 2013-04-08 This book is designed to apprise the students of chemical engineering with a variety of different processes of chemical technologies. The book is richly illustrated and covers the essential information with the help of flow diagrams, enabling the students to gain a full understanding of both the fundamental concepts and chemical reactions involved in process technologies. Newer technologies have been dealt with and some technologies which have lost their relevance have been omitted. Computer simulation methods have been described for many important technologies. In short, the book considers computer design tools and design software, in a manner that integrates this knowledge smoothly into the main subject. The book is expected to become useful not only to the students for courses in Chemical Technology but also to practising engineers and process designers for innovative process development. There are topics on natural products and fermentation process chemicals, organic chemicals, inorganic chemicals, refinery operations, oil and gas operations and nanotechnology products. In some of these topics, computer simulation and costing examples are included. An illustration of modelling and simulation using C++, is also given as an example of user-written programs for simulation. Another method that can be used for simulation is the use of spreadsheets, which is also described with the help of an example. A new important topic of today being ‘polysilicon’ used in the manufacture of computer chips and solar panels, is also covered in detail. |
| pipeline operation and maintenance a practical approach: Pipeline Rules of Thumb Handbook M.J. Kaiser, E.W. McAllister, 2022-09-02 Pipeline Rules of Thumb Handbook: A Manual of Quick, Accurate Solutions to Everyday Pipeline Engineering Problems, Ninth Edition, the latest release in the series, serves as the go-to source for all pipeline engineering answers. Updated with new data, graphs and chapters devoted to economics and the environment, this new edition delivers on new topics, including emissions, decommissioning, cost curves, and more while still maintaining the quick answer standard display of content and data that engineers have utilized throughout their careers. Glossaries are added per chapter for better learning tactics, along with additional storage tank and LNG fundamentals. This book continues to be the high-quality, classic reference to help pipeline engineers solve their day-to-day problems. - Contains new chapters that highlight costs, safety and environmental topics, including discussions on emissions - Helps readers learn terminology, with updated glossaries in every chapter - Includes renovated graphs and data tables throughout |
| pipeline operation and maintenance a practical approach: Journal of Tribology , 2005 |
| pipeline operation and maintenance a practical approach: Transmission Pipeline Calculations and Simulations Manual E. Shashi Menon, 2014-12-27 Transmission Pipeline Calculations and Simulations Manual is a valuable time- and money-saving tool to quickly pinpoint the essential formulae, equations, and calculations needed for transmission pipeline routing and construction decisions. The manual's three-part treatment starts with gas and petroleum data tables, followed by self-contained chapters concerning applications. Case studies at the end of each chapter provide practical experience for problem solving. Topics in this book include pressure and temperature profile of natural gas pipelines, how to size pipelines for specified flow rate and pressure limitations, and calculating the locations and HP of compressor stations and pumping stations on long distance pipelines. - Case studies are based on the author's personal field experiences - Component to system level coverage - Save time and money designing pipe routes well - Design and verify piping systems before going to the field - Increase design accuracy and systems effectiveness |
| pipeline operation and maintenance a practical approach: Journal of Heat Transfer , 2005 |
| pipeline operation and maintenance a practical approach: Smart Sensors and Sensing Technology Gourab Sen Gupta, 2008-07-01 Technological advancements in recent years have enabled the development of tiny, cheap disposable and self contained battery powered computers, known as sensor nodes or “motes”, which can accept input from an attached sensor, process this input and transmit the results wirelessly to some interested device(s). When a number of these nodes work together, conceivably up to hundreds of thousands, a Wireless Sensor Network (WSN) is formed. Research in the area of wireless sensor networks has become increasingly wid- pread in recent years, partly due to their wide range of potential uses and also partly due to the fact that the technology enabling such networks is now widely available from many di?erent suppliers, such as: Crossbow, MoteIV, Intel and SUN (java based motes). These wireless sensor networks have the potential to allow a level of integration between computers and the physical world that, to date, has been virtually impos- ble. The uses for such networks is almost limitless and include such diverse app- cations as a counter sniper system for urban warfare [1] tracking the path of a forest re [2], determining the structural stability of a building after an earthquake [3], or tracking people or objects inside a building [4], etc. |
| pipeline operation and maintenance a practical approach: Pipeline Design & Construction Mo Mohitpour, Hossein Golshan, Matthew Alan Murray, 2003 |
| pipeline operation and maintenance a practical approach: Oil and Gas Pipeline Fundamentals John L. Kennedy, 1984 Not a pipeline design manual, but intended to familiarize those in other phases of the petroleum industry with a basic knowledge of oil and gas pipeline operations. Chapters discuss types of pipelines, pipe manufacture and coating, fundamentals of pipeline design, pumps and compressors, prime movers, construction practices and equipment, welding techniques, operation and control, maintenance and repair, metering and storage, inspection and rehabilitation, and pipeline regulation. Many illustrations are included. Annotation copyright by Book News, Inc., Portland, OR |
| pipeline operation and maintenance a practical approach: Pipeline Pumping and Compression Systems Mo Mohitpour, Kamal Kamel Botros, Thomas Van Hardeveld, 2013 This comprehensive professional reference has been fully revised and updated for the second edition. It is both a training tool and text covering all aspects of pipeline pumping and compression system design, configuration, and operation, in addition to the dynamic behavior of all the elements in each system. The authors provide practical solutions for achieving reliable operation of these systems. This book will serve as a useful guide for the design of liquid and gas pipeline transmissions, as well as a guide to various installation options. For practicing engineers in the pipeline and oil & gas industry, specifically those in involved with the design and operation of pumping and compression systems. |
| pipeline operation and maintenance a practical approach: Piping and Pipeline Engineering George A. Antaki, 2003-05-28 Taking a big-picture approach, Piping and Pipeline Engineering: Design, Construction, Maintenance, Integrity, and Repair elucidates the fundamental steps to any successful piping and pipeline engineering project, whether it is routine maintenance or a new multi-million dollar project. The author explores the qualitative details, calculations, and techniques that are essential in supporting competent decisions. He pairs coverage of real world practice with the underlying technical principles in materials, design, construction, inspection, testing, and maintenance. Discover the seven essential principles that will help establish a balance between production, cost, safety, and integrity of piping systems and pipelines The book includes coverage of codes and standards, design analysis, welding and inspection, corrosion mechanisms, fitness-for-service and failure analysis, and an overview of valve selection and application. It features the technical basis of piping and pipeline code design rules for normal operating conditions and occasional loads and addresses the fundamental principles of materials, design, fabrication, testing and corrosion, and their effect on system integrity. |
| pipeline operation and maintenance a practical approach: The Handbook of Maintenance Management Joel Levitt, 1997 The field of maintenance is hard to approach because the language is strange. This book introduces the fundamentals of maintenance and will allow the outsider to understand the jargon. The book offers a complete survey of the field, a review of maintenance management, a manual for cost reduction, a primer for the stock room, and a training regime for new supervisors, managers and planners. |
| pipeline operation and maintenance a practical approach: Gas Pipeline Hydraulics Shashi Menon, Pramila Menon, 2013 This book is concerned with the steady state hydraulics of natural gas and other compressible fluids being transported through pipelines. Our main approach is to determine the flow rate possible and compressor station horsepower required within the limitations of pipe strength, based on the pipe materials and grade. It addresses the scenarios where one or more compressors may be required depending on the gas flow rate and if discharge cooling is needed to limit the gas temperatures. The book is the result of over 38 years of the authors' experience on pipelines in North and South America while working for major energy companies such as ARCO, El Paso Energy, etc. |
| pipeline operation and maintenance a practical approach: Maintenance Planning and Scheduling Handbook Richard (Doc) Palmer, 2006-01-04 Many readers already regard the Maintenance Planning and Scheduling Handbook as the chief authority for establishing effective maintenance planning and scheduling in the real world. The second edition adds new sections and further develops many existing discussions to make the handbook more comprehensive and helpful. In addition to practical observations and tips on such topics as creating a weekly schedule, staging parts and tools, and daily scheduling, this second edition features a greatly expanded CMMS appendix which includes discussion of critical cautions for implementation, patches, major upgrades, testing, training, and interfaces with other company software. Readers will also find a timely appendix devoted to judging the potential benefits and risks of outsourcing plant work. A new appendix provides guidance on the people side of maintenance planning and work execution. The second edition also has added a detailed aids and barriers analysis that improves the appendix on setting up a planning group. The new edition also features cause maps illustrating problems with a priority systems and schedule compliance. These improvements and more continue to make the Maintenance Planning and Scheduling Handbook a maintenance classic. |
| pipeline operation and maintenance a practical approach: Pipeline Design & Construction Mo Mohitpour, Hossein Golshan, Matthew Alan Murray, 2007 This third edition of this highly successful volume is fully updated and includes new information on buoyancy control, Trenchless Crossing methods, as well as on Compressor Fuel Calculations and Optimization, Hydrotesting and LPG Pipelining. This book offers straightforward, practical techniques for pipeline design and construction, making it an ideal professional reference, training tool, or comprehensive text. The authors present the various elements that make up a single-phase liquid and gas pipeline system, including how to design, construct, commission, and assess pipelines and related facilities. They discuss gas and liquid transmission, compression, pumps, protection and integrity, procurement services, and the management of pipeline projects. More complex specialty fluids are also covered, including CO2, H2, slurry and multi-products. (Publisher). |
| pipeline operation and maintenance a practical approach: Hydraulics of Pipeline Systems Bruce E. Larock, Roland W. Jeppson, Gary Z. Watters, 1999-09-28 The first of its kind, this modern, comprehensive text covers both analysis and design of piping systems. The authors begin with a review of basic hydraulic principles, with emphasis on their use in pumped pipelines, manifolds, and the analysis and design of large pipe networks. After the reader obtains an understanding of how these principles are implemented in computer solutions for steady state problems, the focus then turns to unsteady hydraulics. These are covered at three levels: |
| pipeline operation and maintenance a practical approach: American Book Publishing Record , 2003 |
| pipeline operation and maintenance a practical approach: Handbook of Pipeline Engineering ABCM – Brazilian Society of Mechanical Sciences and Engineering, José Luiz de França Freire, Marcelo Rosa Rennó Gomes, Marcelino Guedes Gomes, 2024-07-25 This Handbook covers a large number of Pipeline Engineering topics, ranging from the initial stages of designing, constructing, operating and managing the integrity of a pipeline to several of their fluid transportation applications such as oil, gas, derivatives, slurry, hydrogen and CO2. Traditional onshore and offshore pipelines are covered, as well as chapters on present and future interaction with modern society. This Handbook serves as a first reference resource for new readers entering the field, but also as a complement to those who are aware of the general principles encompassing areas of pipeline engineering. This Handbook has been developed in close cooperation with ABCM, the Brazilian Society of Mechanical Sciences and Engineering. |
| pipeline operation and maintenance a practical approach: Flow Analysis for Hydrocarbon Pipeline Engineering Alessandro Terenzi, 2022-05-11 Flow Analysis for Hydrocarbon Pipeline Engineering gives engineers a tool to help them determine fluid dynamics. The book describes hydrocarbon fluid transport in pipelines by presenting useful applied thermodynamic derivations specialized for pipelines. All transport phenomena is covered, such as heat, momentum and mass transport. Moving past the fundamentals, the reference addresses the complexity of these fluids and dedicates a chapter on multiphase mixtures, including slugging, hydrates, wax and sand. Rounding out with practical case studies, this book delivers a critical reference for engineers and flow assurance experts that will help them correlate basic fluid principles with applied engineering practices. - Includes discussions on sustainable operations such as CO2 transport in pipelines utilized in carbon capture and hydrocarbon recovery operations - Delivers multiple case studies for practical applications and lessons learned - Describes hydrocarbon fluid transport in pipelines by presenting useful applied thermodynamic derivations specialized for pipelines |
| pipeline operation and maintenance a practical approach: Ocean Industry , 1988 |
| pipeline operation and maintenance a practical approach: Piping and Pipeline Calculations Manual Phillip Ellenberger, 2014-02-12 Piping and Pipeline Calculations Manual, Second Edition provides engineers and designers with a quick reference guide to calculations, codes, and standards applicable to piping systems. The book considers in one handy reference the multitude of pipes, flanges, supports, gaskets, bolts, valves, strainers, flexibles, and expansion joints that make up these often complex systems. It uses hundreds of calculations and examples based on the author's 40 years of experiences as both an engineer and instructor. Each example demonstrates how the code and standard has been correctly and incorrectly applied. Aside from advising on the intent of codes and standards, the book provides advice on compliance. Readers will come away with a clear understanding of how piping systems fail and what the code requires the designer, manufacturer, fabricator, supplier, erector, examiner, inspector, and owner to do to prevent such failures. The book enhances participants' understanding and application of the spirit of the code or standard and form a plan for compliance. The book covers American Water Works Association standards where they are applicable. |
| pipeline operation and maintenance a practical approach: Industrial and Right-of-way Weed Control Elizabeth J. Buffington, Sandra K. McDonald, 2016 |
| pipeline operation and maintenance a practical approach: Offshore Pipelines Shanhong Song, Ph.D., Ali Ghalambor, Jacob Chacko, Boyun Guo, PhD, 2013-10-27 The development of oil and gas fields offshore requires specialized pipeline equipment. The structures must be strong enough to with stand the harshest environments, and ensure that production is not interrupted and remains economically feasible. However, recent events in the Gulf of Mexico have placed a new importance on maintenance and reliability. This new section; Condition Based Maintenance (CBM), introduces the subject of maintenance to Offshore Pipelines: Design, Installation, Commissioning, 2nd Edition. Two of the main objectives of CBM is maximizing reliability while preventing major or minor equipment malfunction and minimizing maintenance costs. In this new section, the authors deal with the multi-objective condition based maintenance optimization problem. CBM provides two major advantages: (1) an efficient approach for weighting maintenance objectives, and (2) a method for specifying physical methods for achieving those objectives. Maintenance cost and reliability objectives are calculated based on proportional hazards model and a control limit CBM replacement policy. Written primarily for engineers and management personnel working on offshore and deepwater oil and gas pipelines, this book covers the fundamentals needed to design, Install, and commission pipeline projects. This new section along with a thorough update of the existing chapters represents a 30% increase in information over the previous edition. Covers offshore maintenance and maintenance support system Provides the fundamentals needed to design, Install, and commission pipeline project Methods and tools to deliver cost effective maintenance cost and system reliability |
| pipeline operation and maintenance a practical approach: Hydrocarbon Processing , 1986 September 1, 2021-: Since 1922, management and technical professionals from petroleum refining, gas processing, petrochemical/chemical and engineer/constructor companies throughout the world have turned to Hydrocarbon Processing for high quality technical and operating information. Through its monthly magazine, website and e-newsletters, Hydrocarbon Processing covers technological advances, processes and optimization developments from throughout the global Hydrocarbon Processing Industry (HPI). Hydrocarbon Processing editors and writers provide real-world case studies and practical information that readers can use to improve their companies' operations and their own professional job skills.--taken from publisher web site. |
| pipeline operation and maintenance a practical approach: Book Review Index , 2006 Every 3rd issue is a quarterly cumulation. |
| pipeline operation and maintenance a practical approach: Field Guide for Managing Iron Sulfide (Black Powder) Within Pipelines Or Processing Equipment Daniel E. Powell, Robert H. Winters, Mark a Mercer, 2018-11-20 Practical guide for corrosion control and operations personnel in managing black powder within their pipeline systems or processing equipment. It starts with a discussion of what is black powder and identifies health and safety considerations associated with H2S and the presence of black powder, identifying why there may be a concern. |
| pipeline operation and maintenance a practical approach: Oil and Gas Production Handbook: An Introduction to Oil and Gas Production Havard Devold, 2013 |
| pipeline operation and maintenance a practical approach: Pipeline Accident Report , |
| pipeline operation and maintenance a practical approach: Pipeline Risk Assessment W. Kent Muhlbauer, 2015 |
| pipeline operation and maintenance a practical approach: Transport by Pipelines and Its Optimization Pablo Druetta, Remo Frabotta, Gustavo Luis Cavallo, 2024-12-10 This textbook introduces pipeline design, one of the most efficient techniques for mass and energy transport available today. The global economy heavily relies on pipelines. However, designing a pipeline is more complex than it might seem; it involves many technical and economic factors that must work together to create an optimized system. The book begins with basic concepts of pipelines, including a description of the materials used, heat transfer between the system and medium, and the main components of pumping and compression stations, which are vital for the subsequent chapters. It then presents a simple yet detailed overview of these factors and introduces a mathematical methodology that combines them to deliver an optimized pipe design, minimizing costs and reducing energy consumption. The book also covers the transient verification of this design using well-known balance equations and material property relationships for both incompressible and compressible fluids, to validate the initial design. Finally, the book explores the analysis of multiphase pipelines, where the goal is to transport a particular material (e.g., solid) using a different medium (e.g., air or water). |
| pipeline operation and maintenance a practical approach: Risk Management in Engineering and Construction Stephen Ogunlana, Prasanta Kumar Dey, 2019-09-09 Today’s businesses are driven by customer ‘pull’ and technological ‘push’. To remain competitive in this dynamic business world, engineering and construction organizations are constantly innovating with new technology tools and techniques to improve process performance in their projects. Their management challenge is to save time, reduce cost and increase quality and operational efficiency. Risk management has recently evolved as an effective method of managing both projects and operations. Risk is inherent in any project, as managers need to plan projects with minimal knowledge and information, but its management helps managers to become proactive rather than reactive. Hence, it not only increases the chance of project achievement, but also helps ensure better performance throughout its operations phase. Various qualitative and quantitative tools are researched extensively by academics and routinely deployed by practitioners for managing risk. These have tremendous potential for wider applications. Yet the current literature on both the theory and practice of risk management is widely scattered. Most of the books emphasize risk management theory but lack practical demonstrations and give little guidance on the application of those theories. This book showcases a number of effective applications of risk management tools and techniques across product and service life in a way useful for practitioners, graduate students and researchers. It also provides an in-depth understanding of the principles of risk management in engineering and construction. |
| pipeline operation and maintenance a practical approach: Product Lifecycle Management , 2025-02-19 Product Lifecycle Management (PLM) is a comprehensive strategy that organizations use to manage every stage of a product’s life, from initial design through to its eventual end-of-life phase. It encompasses the organization and coordination of data, workflows, and collaborations among various departments and stakeholders engaged in the product’s development and manufacturing. The goal of PLM is to streamline processes, shorten the time required to bring products to market, enhance product quality, and ultimately boost profitability. This book is intended for professionals in the fields of production, energy, engineering, information science, mathematics, and economics, and researchers who wish to develop new skills in outsourcing or who employ the outsourcing discipline as part of their work. The authors of this volume describe their original work in the area or provide material for cases and studies successfully applying the outsourcing discipline in real-life cases and theoretical approaches. |
pipeline是什么？ - 知乎
比如pipeline，比如分层思想，比如设计模式，这是编程中最具魅力的地方，能让你有一种居高临下，指点江山的感觉。 一个框架如果使用了好的设计模式，好的分层会使得学习与使用的成本都 …
深度学习论文中的pipeline 是什么意思？ - 知乎
深度学习的操作流水线，顾名思义。从数据开始，到模型，损失函数，优化算法到训练循环，推理输出一条龙服务。每个模块都有很多tricks，多做就有了pipeline
哪里有标准的机器学习术语(翻译)对照表？ - 知乎
流水线 (pipeline) 机器学习算法的基础架构。流水线包括收集数据、将数据放入训练数据文件、训练一个或多个模型，以及将模型导出到生产环境。 池化 (pooling) 将一个或多个由前趋的卷积 …
请问用ansys里的mesh划分网格报错是为什么? - 知乎
May 9, 2022 · mesh里面用了inflation和multizone两个命令，之前试简单模型就可以，换这个复杂的就报错
如何评价ModelScope，较hugging face如何？ - 知乎
然后可以去它的模型库里选一个你想用的模型，按照具体模型的文档完成调用就可以在你自己的电脑上运行了，一般就是调用pipeline，传入任务和模型名就差不多喽。
最好的PC端Android模拟器是哪个软件？ - 知乎
知乎，中文互联网高质量的问答社区和创作者聚集的原创内容平台，于 2011 年 1 月正式上线，以「让人们更好的分享知识、经验和见解，找到自己的解答」为品牌使命。知乎凭借认真、专业 …
推理大模型与普通大模型的区别是什么？ - 知乎
为此，他们设计了一个非常简单直观的提示（Prompt），类似于系统提示，贯穿于整个Pipeline： 请注意，他们明确提到推理过程应该在 标签之间进行，但没有具体说明推理过程应该 …
如何评价 DeepSeek 的 DeepSeek-V3 模型？ - 知乎
超大的 batch size 可能可以 makes pipeline parallel great again。 在此之前，我一直认为 pp 是相对鸡肋的并行方式，因为不管怎么优化 pp 算法，减小 bubble 的前提总是 micro batch 足够 …
为什么现在的LLM都是Decoder only的架构？ - 知乎
半年前差点被这个问题挂在面试现场的我. 现在想来，这个回答既不全面（没有主动提到T5那样的encoder-decoder架构，也忘了GLM、XLNET、PrefixLM等等其他架构），也没涉及到问题的科 …
如何评价韩国科学技术院（KAIST）？ - 知乎
这门课的Lab还算不错，内容是用Verilog实现单周期，多周期还有pipeline的CPU，有一定挑战性但也不会太难，TA回复问题也非常及时。 但lecture讲的内容，跟考试考的难度差距巨大（期末 …
pipeline是什么？ - 知乎
比如pipeline，比如分层思想，比如设计模式，这是编程中最具魅力的地方，能让你有一种居高临下，指点江山的感觉。 一个框架如果使用了好的设计模式，好的分层会使得学习与使用的成本都会降低。
深度学习论文中的pipeline 是什么意思？ - 知乎
深度学习的操作流水线，顾名思义。从数据开始，到模型，损失函数，优化算法到训练循环，推理输出一条龙服务。每个模块都有很多tricks，多做就有了pipeline
哪里有标准的机器学习术语(翻译)对照表？ - 知乎
流水线 (pipeline) 机器学习算法的基础架构。流水线包括收集数据、将数据放入训练数据文件、训练一个或多个模型，以及将模型导出到生产环境。 池化 (pooling) 将一个或多个由前趋的卷积层创建的矩阵 …
请问用ansys里的mesh划分网格报错是为什么? - 知乎
May 9, 2022 · mesh里面用了inflation和multizone两个命令，之前试简单模型就可以，换这个复杂的就报错
如何评价ModelScope，较hugging face如何？ - 知乎
然后可以去它的模型库里选一个你想用的模型，按照具体模型的文档完成调用就可以在你自己的电脑上运行了，一般就是调用pipeline，传入任务和模型名就差不多喽。
最好的PC端Android模拟器是哪个软件？ - 知乎
知乎，中文互联网高质量的问答社区和创作者聚集的原创内容平台，于 2011 年 1 月正式上线，以「让人们更好的分享知识、经验和见解，找到自己的解答」为品牌使命。知乎凭借认真、专业、友善的社区 …
推理大模型与普通大模型的区别是什么？ - 知乎
为此，他们设计了一个非常简单直观的提示（Prompt），类似于系统提示，贯穿于整个Pipeline： 请注意，他们明确提到推理过程应该在 标签之间进行，但没有具体说明推理过程应该是什么样子。
如何评价 DeepSeek 的 DeepSeek-V3 模型？ - 知乎
超大的 batch size 可能可以 makes pipeline parallel great again。 在此之前，我一直认为 pp 是相对鸡肋的并行方式，因为不管怎么优化 pp 算法，减小 bubble 的前提总是 micro batch 足够多，划分足 …
为什么现在的LLM都是Decoder only的架构？ - 知乎
半年前差点被这个问题挂在面试现场的我. 现在想来，这个回答既不全面（没有主动提到T5那样的encoder-decoder架构，也忘了GLM、XLNET、PrefixLM等等其他架构），也没涉及到问题的科学本 …
如何评价韩国科学技术院（KAIST）？ - 知乎
这门课的Lab还算不错，内容是用Verilog实现单周期，多周期还有pipeline的CPU，有一定挑战性但也不会太难，TA回复问题也非常及时。 但lecture讲的内容，跟考试考的难度差距巨大（期末卷子满 …
