Machine Learning And Data Science In The Power Generation Industry, Bangert, Patrick
Автор: Kevin Murphy Название: Machine Learning ISBN: 0262018020 ISBN-13(EAN): 9780262018029 Издательство: MIT Press Рейтинг: Цена: 124150.00 T Наличие на складе: Невозможна поставка. Описание:
A comprehensive introduction to machine learning that uses probabilistic models and inference as a unifying approach.
Today's Web-enabled deluge of electronic data calls for automated methods of data analysis. Machine learning provides these, developing methods that can automatically detect patterns in data and then use the uncovered patterns to predict future data. This textbook offers a comprehensive and self-contained introduction to the field of machine learning, based on a unified, probabilistic approach.
The coverage combines breadth and depth, offering necessary background material on such topics as probability, optimization, and linear algebra as well as discussion of recent developments in the field, including conditional random fields, L1 regularization, and deep learning. The book is written in an informal, accessible style, complete with pseudo-code for the most important algorithms. All topics are copiously illustrated with color images and worked examples drawn from such application domains as biology, text processing, computer vision, and robotics. Rather than providing a cookbook of different heuristic methods, the book stresses a principled model-based approach, often using the language of graphical models to specify models in a concise and intuitive way. Almost all the models described have been implemented in a MATLAB software package -- PMTK (probabilistic modeling toolkit) -- that is freely available online. The book is suitable for upper-level undergraduates with an introductory-level college math background and beginning graduate students.
Автор: Jack W. Plunkett Название: Plunkett`s Energy Industry Almanac 2018: Energy, Utilities, Oil & Gas Industry Market Research, Statistics, Trends & Leading Companies ISBN: 1628314583 ISBN-13(EAN): 9781628314588 Издательство: Mare Nostrum (Eurospan) Рейтинг: Цена: 317670.00 T Наличие на складе: Невозможна поставка. Описание: This in-depth reference tool to the energy industry covers everything from major oil companies to independents, utilities, pipelines, coal, LNG, oil field services, refiners and more. It features our famous trends and technologies analysis, and includes statistical tables, a glossary and our unique profiles of The Energy 500 Firms. The energy industry is boiling over with changes. Deregulation, new opportunities in foreign fields and markets, as well as environmental challenges are rushing together head-on to shape the energy and utilities business of the future. Meanwhile China has become a major energy importer and Russia has become a major exporter. Renewable and alternative energy sources are developing quickly, including big investments in wind power and solar power. This exciting new reference book covers everything from major oil companies to electric and gas utilities, plus pipelines, regulatory issues, investments, finance, research and development, refiners, retailers, oil field services and engineering. Petroleum topics include upstream and downstream. Additional topics include coal, natural gas and LNG. Statistical tables cover everything from energy consumption, production and reserves to imports, exports and prices. Next, our unique profiles of the Energy 500 Firms are also included, with such vital details as executive contacts by title, revenues, profits, types of business, Internet addresses, growth plans and more. You'll find a complete overview, industry analysis and market research report in one superb, value-priced package.
Автор: Jack W. Plunkett Название: Plunkett`s Energy Industry Almanac 2017: Energy Industry Market Research, Statistics, Trends & Leading Companies ISBN: 1628314230 ISBN-13(EAN): 9781628314236 Издательство: Mare Nostrum (Eurospan) Рейтинг: Цена: 292590.00 T Наличие на складе: Невозможна поставка. Описание: This in-depth reference tool to the energy industry covers everything from major oil companies to independents, utilities, pipelines, coal, LNG, oil field services, refiners and more. It features our famous trends and technologies analysis, and includes statistical tables, a glossary and our unique profiles of The Energy 500 Firms. The energy industry is boiling over with changes. Deregulation, new opportunities in foreign fields and markets, as well as environmental challenges are rushing together head-on to shape the energy and utilities business of the future. Meanwhile China has become a major energy importer and Russia has become a major exporter. Renewable and alternative energy sources are developing quickly, including big investments in wind power and solar power. This exciting new reference book covers everything from major oil companies to electric and gas utilities, plus pipelines, regulatory issues, investments, finance, research and development, refiners, retailers, oil field services and engineering. Petroleum topics include upstream and downstream. Additional topics include coal, natural gas and LNG. Statistical tables cover everything from energy consumption, production and reserves to imports, exports and prices. Next, our unique profiles of the Energy 500 Firms are also included, with such vital details as executive contacts by title, revenues, profits, types of business, Internet addresses, growth plans and more. Purchasers will find a form in the book enabling them to register for 1-year, 1-seat online access to tools at Plunkett Research Online, including the ability to view the market research/industry trends section and industry statistics. You have access, at no additional charge, to the very latest data posted to Plunkett Research Online. Online tools enable you to search and view selected companies, and then export selected company contact data, including executive names. You'll find a complete overview, industry analysis and market research report in one superb, value-priced package.
Автор: Jack W. Plunkett Название: Plunkett`s Energy Industry Almanac 2016: Energy Industry Market Research, Statistics, Trends & Leading Companies ISBN: 1628313811 ISBN-13(EAN): 9781628313819 Издательство: Mare Nostrum (Eurospan) Рейтинг: Цена: 292590.00 T Наличие на складе: Невозможна поставка. Описание: This in-depth reference tool to the energy industry covers everything from major oil companies to independents, utilities, pipelines, coal, LNG, oil field services, refiners and more. It features our famous trends and technologies analysis, and includes statistical tables, a glossary and our unique profiles of The Energy 500 Firms. The energy industry is boiling over with changes. Deregulation, new opportunities in foreign fields and markets, as well as environmental challenges are rushing together head-on to shape the energy and utilities business of the future. Meanwhile China has become a major energy importer and Russia has become a major exporter. Renewable and alternative energy sources are developing quickly, including big investments in wind power and solar power. This exciting new reference book covers everything from major oil companies to electric and gas utilities, plus pipelines, regulatory issues, investments, finance, research and development, refiners, retailers, oil field services and engineering. Petroleum topics include upstream and downstream. Additional topics include coal, natural gas and LNG. Statistical tables cover everything from energy consumption, production and reserves to imports, exports and prices. Next, our unique profiles of the Energy 500 Firms are also included, with such vital details as executive contacts by title, revenues, profits, types of business, Internet addresses, growth plans and more. Purchasers will find a form in the book enabling them to register for 1-year, 1-seat online access to tools at Plunkett Research Online, including the ability to view the market research/industry trends section and industry statistics. You have access, at no additional charge, to the very latest data posted to Plunkett Research Online. Online tools enable you to search and view selected companies, and then export selected company contact data, including executive names. You'll find a complete overview, industry analysis and market research report in one superb, value-priced package.
Автор: Jack W. Plunkett Название: Plunkett`s Energy Industry Almanac 2013: Energy Industry Market Research, Statistics, Trends & Leading Companies ISBN: 1608796906 ISBN-13(EAN): 9781608796908 Издательство: Mare Nostrum (Eurospan) Рейтинг: Цена: 295680.00 T Наличие на складе: Невозможна поставка. Описание: Market research guide to the energy industry-a tool for strategic planning, competitive intelligence, employment searches or financial research. Contains trends analysis, globalization, trade, statistical tables and an industry glossary. Includes our profiles of the Energy 500 Firms, featuring addresses, phone numbers and executive names.
Автор: Jack W. Plunkett Название: Plunkett`s Energy & Utilities Industry Almanac 2020 ISBN: 1628315512 ISBN-13(EAN): 9781628315516 Издательство: Mare Nostrum (Eurospan) Рейтинг: Цена: 317670.00 T Наличие на складе: Нет в наличии. Описание: Formally, Plunkett's Energy Industry Almanac, this in-depth reference tool to the energy industry covers everything from major oil companies to independents, utilities, pipelines, coal, LNG, oil field services, refiners and more. It features our famous trends and technologies analysis, and includes statistical tables, a glossary and our unique profiles of The Energy 500 Firms. The energy industry is boiling over with changes. Deregulation, new opportunities in foreign fields and markets, as well as environmental challenges are rushing together head-on to shape the energy and utilities business of the future. Meanwhile China has become a major energy importer and Russia has become a major exporter. Renewable and alternative energy sources are developing quickly, including big investments in wind power and solar power. This exciting new reference book covers everything from major oil companies to electric and gas utilities, plus pipelines, regulatory issues, investments, finance, research and development, refiners, retailers, oil field services and engineering. Petroleum topics include upstream and downstream. Additional topics include coal, natural gas and LNG. Statistical tables cover everything from energy consumption, production and reserves to imports, exports and prices. Next, our unique profiles of the Energy 500 Firms are also included, with such vital details as executive contacts by title, revenues, profits, types of business, Internet addresses, growth plans and more. You'll find a complete overview, industry analysis and market research report in one superb, value-priced package.
Автор: Jack W. Plunkett Название: Plunkett`s Energy & Utilities Industry Almanac 2021 ISBN: 162831589X ISBN-13(EAN): 9781628315899 Издательство: Mare Nostrum (Eurospan) Рейтинг: Цена: 317670.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: Formally, Plunkett's Energy Industry Almanac, this in-depth reference tool to the energy industry covers everything from major oil companies to independents, utilities, pipelines, coal, LNG, oil field services, refiners and more. It features our famous trends and technologies analysis, and includes statistical tables, a glossary and our unique profiles of The Energy 500 Firms. The energy industry is boiling over with changes. Deregulation, new opportunities in foreign fields and markets, as well as environmental challenges are rushing together head-on to shape the energy and utilities business of the future. Meanwhile China has become a major energy importer and Russia has become a major exporter. Renewable and alternative energy sources are developing quickly, including big investments in wind power and solar power. This exciting new reference book covers everything from major oil companies to electric and gas utilities, plus pipelines, regulatory issues, investments, finance, research and development, refiners, retailers, oil field services and engineering. Petroleum topics include upstream and downstream. Additional topics include coal, natural gas and LNG. Statistical tables cover everything from energy consumption, production and reserves to imports, exports and prices. Next, our unique profiles of the Energy 500 Firms are also included, with such vital details as executive contacts by title, revenues, profits, types of business, Internet addresses, growth plans and more. You'll find a complete overview, industry analysis and market research report in one superb, value-priced package.
Автор: Raschka, Sebastian Mirjalili, Vahid Название: Python machine learning - ISBN: 1787125939 ISBN-13(EAN): 9781787125933 Издательство: Неизвестно Цена: 53940.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This second edition of Python Machine Learning by Sebastian Raschka is for developers and data scientists looking for a practical approach to machine learning and deep learning. In this updated edition, you`ll explore the machine learning process using Python and the latest open source technologies, including scikit-learn and TensorFlow 1.x.
Автор: Gьlen S Can Название: Gas Turbines for Electric Power Generation ISBN: 1108416659 ISBN-13(EAN): 9781108416658 Издательство: Cambridge Academ Рейтинг: Цена: 115110.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: Everything about industrial gas turbines for electric power generation in one source including hard-to-find, hands-on technical information.
Автор: Miguel F. Acevedo Название: Introduction to renewable power systems and the environment with R ISBN: 1138197343 ISBN-13(EAN): 9781138197343 Издательство: Taylor&Francis Рейтинг: Цена: 148010.00 T Наличие на складе: Невозможна поставка. Описание: This textbook introduces the fundamentals of renewable electrical power systems examining their direct relationships with the environment.
Автор: Barik, Debabrata Название: Energy from Toxic Organic Waste for Heat and Power Generation ISBN: 0081025289 ISBN-13(EAN): 9780081025284 Издательство: Elsevier Science Рейтинг: Цена: 190890.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание:
Energy from Toxic Organic Waste for Heat and Power Generation presents a detailed analysis on using scientific methods to recover and reuse energy from Toxic waste. Dr. Barik and his team of expert authors recognize that there has been a growing rise in the quantum and diversity of toxic waste materials produced by human activity, and as such there is an increasing need to adopt new methods for the safe regeneration and minimization of waste produce around the world. It is predominately broken down into 5 sections:
The first section provides and overview on the Toxic waste generation addressing the main components for the imbalance in ecosystem derived from human activity
The second section sets out ways in which toxic waste can be managed through various methods such as chemical treatment, cracking and Electro-beam treatment
The final 3 sections deliver an insight in to how energy can be extracted and recycled into power from waste energy and the challenges that these may offer
This book is essential reference for engineering industry workers and students seeking to adopt new techniques for reducing toxic waste and in turn extracting energy from it whilst complying with pollution control standards from across the world.
Presents techniques which can be adopted to reduce toxic organic waste while complying with regulations and extract useable energy it
Includes case studies of various global industries such as nuclear, medical and research laboratories to further enhance the readers understanding of efficient planning, toxic organic waste reduction methods and energy conversion techniques
Analyses methods of extracting and recycling energy from toxic organic waste products
Автор: Patrick Bangert Название: Machine learning and data science in the oil and gas industry ISBN: 0128207140 ISBN-13(EAN): 9780128207147 Издательство: Elsevier Science Рейтинг: Цена: 125760.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание:
Machine Learning and Data Science in the Oil and Gas Industry explains how machine learning can be specifically tailored to oil and gas use cases. Petroleum engineers will learn when to use machine learning, how it is already used in oil and gas operations, and how to manage the data stream moving forward. Practical in its approach, the book explains all aspects of a data science or machine learning project, including the managerial parts of it that are so often the cause for failure. Several real-life case studies round out the book with topics such as predictive maintenance, soft sensing, and forecasting. Viewed as a guide book, this manual will lead a practitioner through the journey of a data science project in the oil and gas industry circumventing the pitfalls and articulating the business value.
Chart an overview of the techniques and tools of machine learning including all the non-technological aspects necessary to be successful
Gain practical understanding of machine learning used in oil and gas operations through contributed case studies
Learn change management skills that will help gain confidence in pursuing the technology
Understand the workflow of a full-scale project and where machine learning benefits (and where it does not)
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