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Titre : Applications of Cold Plasma in Food Safety Type de document : texte imprimé Auteurs : Tian Ding, Directeur de publication, rédacteur en chef ; PJ Cullen, Directeur de publication, rédacteur en chef ; Wenjing Yan, Directeur de publication, rédacteur en chef Editeur : Singapour : Springer Année de publication : 2022 Importance : 355 p. Format : 23 cm ISBN/ISSN/EAN : 978-981-1618291-- Langues : Anglais (eng) Tags : Food Science Food Microbiology Food-Biotechnology Microbiology Index. décimale : 641.3 Aliments Résumé : This book provides readers with a comprehensive overview of cold plasma technology for tackling the various food-related hazards in a wide range of food sectors. The principles and characteristics of cold plasma generation in gas and its interaction with liquids, as well as its combating modes of action for common hazards (e.g., bacteria, spores, biofilms, fungi, and fungal toxins) are emphasized in this book. It also presents the applications of cold plasma or its hurdles with other techniques to assure the microbiological safety of the key food classifications, including fruits, vegetables, cereals, grains, meat, aquatic products, liquid food products (e.g., juices, milk), nuts, spices, herbs, and food packaging. This book is useful for researchers to grasp the comprehensive understandings of how food safety can be controlled with cold plasma technology. This book also provides adequate information for engineers in food industry for better development and optimization of the plasma-generating systems. Government institutions that are responsible for food safety regulations can understand more knowledge about the intricacies and influencing factors, which should be considered for regulating the applications of cold plasma technology in food Applications of Cold Plasma in Food Safety [texte imprimé] / Tian Ding, Directeur de publication, rédacteur en chef ; PJ Cullen, Directeur de publication, rédacteur en chef ; Wenjing Yan, Directeur de publication, rédacteur en chef . - Singapour : Springer, 2022 . - 355 p. ; 23 cm.
ISBN : 978-981-1618291--
Langues : Anglais (eng)
Tags : Food Science Food Microbiology Food-Biotechnology Microbiology Index. décimale : 641.3 Aliments Résumé : This book provides readers with a comprehensive overview of cold plasma technology for tackling the various food-related hazards in a wide range of food sectors. The principles and characteristics of cold plasma generation in gas and its interaction with liquids, as well as its combating modes of action for common hazards (e.g., bacteria, spores, biofilms, fungi, and fungal toxins) are emphasized in this book. It also presents the applications of cold plasma or its hurdles with other techniques to assure the microbiological safety of the key food classifications, including fruits, vegetables, cereals, grains, meat, aquatic products, liquid food products (e.g., juices, milk), nuts, spices, herbs, and food packaging. This book is useful for researchers to grasp the comprehensive understandings of how food safety can be controlled with cold plasma technology. This book also provides adequate information for engineers in food industry for better development and optimization of the plasma-generating systems. Government institutions that are responsible for food safety regulations can understand more knowledge about the intricacies and influencing factors, which should be considered for regulating the applications of cold plasma technology in food Exemplaires (1)
Code-barres Cote Support Localisation Section Disponibilité C1-011/23 641.3 DIN C1 Livre 2ème Cycle.(Salle 3ème Étage) Gestion du foyer et de la vie familiale Exclu du prêt
Titre : Classical Theory of Electricity and magnetism : a course of lectures Type de document : texte imprimé Auteurs : Amal Kumar Raychaudhuri (1923-2005), Auteur Editeur : Singapour : Springer Année de publication : 2022 Collection : Texts and readings in physical sciences num. 21 Importance : 300 p. Présentation : illustrations en noir Format : 24 cm ISBN/ISSN/EAN : 978-981-1681387-- Langues : Anglais (eng) Tags : Electromagnetism Magnetohydrodynamics Plasma oscillations Électromagnétisme Magnétohydrodynamique Oscillations de plasma Index. décimale : 537 Eléctricité et électronique. Résumé : This book examines the topics of magnetohydrodynamics and plasma oscillations, in addition to the standard topics discussed to cover courses in electromagnestism, electrodynamics, and fundamentals of physics, to name a few. This textbook on electricity and magnetism is primarily targeted at graduate students of physics. The undergraduate students of physics also find the treatment of the subject useful. The treatment of the special theory of relativity clearly emphasises the Lorentz covariance of Maxwell's equations. The rather abstruse topic of radiation reaction is covered at an elementary level, and the Wheeler[xe2][x80][x93]Feynman absorber theory has been dwelt upon briefly in the book Classical Theory of Electricity and magnetism : a course of lectures [texte imprimé] / Amal Kumar Raychaudhuri (1923-2005), Auteur . - Singapour : Springer, 2022 . - 300 p. : illustrations en noir ; 24 cm. - (Texts and readings in physical sciences; 21) .
ISBN : 978-981-1681387--
Langues : Anglais (eng)
Tags : Electromagnetism Magnetohydrodynamics Plasma oscillations Électromagnétisme Magnétohydrodynamique Oscillations de plasma Index. décimale : 537 Eléctricité et électronique. Résumé : This book examines the topics of magnetohydrodynamics and plasma oscillations, in addition to the standard topics discussed to cover courses in electromagnestism, electrodynamics, and fundamentals of physics, to name a few. This textbook on electricity and magnetism is primarily targeted at graduate students of physics. The undergraduate students of physics also find the treatment of the subject useful. The treatment of the special theory of relativity clearly emphasises the Lorentz covariance of Maxwell's equations. The rather abstruse topic of radiation reaction is covered at an elementary level, and the Wheeler[xe2][x80][x93]Feynman absorber theory has been dwelt upon briefly in the book Réservation
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Code-barres Cote Support Localisation Section Disponibilité C1-031/23 537 RAY C1 Livre 1er Cycle.(Salle 2ème Étage) Physique Exclu du prêt C2-032/23 537 RAY C2 Livre 1er Cycle.(Salle 2ème Étage) Physique Disponible Hyperparameter Tuning for Machine and Deep Learning with R
Titre : Hyperparameter Tuning for Machine and Deep Learning with R : A Practical Guide Type de document : document électronique Auteurs : Eva Bartz, Editeur scientifique ; Thomas Bartz-Beielstein, Editeur scientifique ; Martin Zaefferer, Editeur scientifique Editeur : Singapour : Springer Année de publication : 2023 Importance : 323 p. Présentation : ill. ISBN/ISSN/EAN : 978-981-19517-0-1 Langues : Anglais (eng) Tags : Hyperparameter optimization Machine learning Deep learning R programming Automated machine learning (AutoML) Grid search Bayesian optimization Model selection Cross-validation Algorithms Index. décimale : 006.31 Apprentissage automatique Résumé : This open access book provides a wealth of hands-on examples that illustrate how hyperparameter tuning can be applied in practice and gives deep insights into the working mechanisms of machine learning (ML) and deep learning (DL) methods. The aim of the book is to equip readers with the ability to achieve better results with significantly less time, costs, effort and resources using the methods described here. The case studies presented in this book can be run on a regular desktop or notebook computer. No high-performance computing facilities are required.The idea for the book originated in a study conducted by Bartz & Bartz GmbH for the Federal Statistical Office of Germany (Destatis). Building on that study, the book is addressed to practitioners in industry as well as researchers, teachers and students in academia. The content focuses on the hyperparameter tuning of ML and DL algorithms, and is divided into two main parts: theory (Part I) and application (Part II).Essential topics covered include: a survey of important model parameters; four parameter tuning studies and one extensive global parameter tuning study; statistical analysis of the performance of ML and DL methods based on severity; and a new, consensus-ranking-based way to aggregate and analyze results from multiple algorithms. The book presents analyses of more than 30 hyperparameters from six relevant ML and DL methods, and provides source code so that users can reproduce the results. Accordingly, it serves as a handbook and textbook alike. En ligne : https://doi.org/10.1007/978-981-19-5170-1 Hyperparameter Tuning for Machine and Deep Learning with R : A Practical Guide [document électronique] / Eva Bartz, Editeur scientifique ; Thomas Bartz-Beielstein, Editeur scientifique ; Martin Zaefferer, Editeur scientifique . - Singapour : Springer, 2023 . - 323 p. : ill.
ISBN : 978-981-19517-0-1
Langues : Anglais (eng)
Tags : Hyperparameter optimization Machine learning Deep learning R programming Automated machine learning (AutoML) Grid search Bayesian optimization Model selection Cross-validation Algorithms Index. décimale : 006.31 Apprentissage automatique Résumé : This open access book provides a wealth of hands-on examples that illustrate how hyperparameter tuning can be applied in practice and gives deep insights into the working mechanisms of machine learning (ML) and deep learning (DL) methods. The aim of the book is to equip readers with the ability to achieve better results with significantly less time, costs, effort and resources using the methods described here. The case studies presented in this book can be run on a regular desktop or notebook computer. No high-performance computing facilities are required.The idea for the book originated in a study conducted by Bartz & Bartz GmbH for the Federal Statistical Office of Germany (Destatis). Building on that study, the book is addressed to practitioners in industry as well as researchers, teachers and students in academia. The content focuses on the hyperparameter tuning of ML and DL algorithms, and is divided into two main parts: theory (Part I) and application (Part II).Essential topics covered include: a survey of important model parameters; four parameter tuning studies and one extensive global parameter tuning study; statistical analysis of the performance of ML and DL methods based on severity; and a new, consensus-ranking-based way to aggregate and analyze results from multiple algorithms. The book presents analyses of more than 30 hyperparameters from six relevant ML and DL methods, and provides source code so that users can reproduce the results. Accordingly, it serves as a handbook and textbook alike. En ligne : https://doi.org/10.1007/978-981-19-5170-1 Réservation
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Code-barres Cote Support Localisation Section Disponibilité 9789811951701 006.31 BAR E-Book En Ligne Informatique, Savoir & systèmes Disponible
Titre : Investigation in the Creep-Fatigue Coupled Effect of Rock Salt Type de document : document électronique Auteurs : Jinyang Fan, Auteur ; Zongze Li, Auteur ; Chunhe Yang, Auteur Editeur : Singapour : Springer Année de publication : 2025 Importance : 215 p. ISBN/ISSN/EAN : 978-981-9654-31-4 Langues : Anglais (eng) Tags : Salt rock Crystalline material Creep coupled effect fatigue interaction. Index. décimale : 624.151 Géotechnique Résumé : This open access book provides the uniaxial, triaxial, fatigue, creep, creep-fatigue loading tests in order to investigate the salt mechanical response and the related damage mechanisms defining relation between plastic deformation, dilatancy and damage. Based on the experimental results, a new creep-fatigue constitutive model for salt rock that considers creep-fatigue interaction was established by incorporating a state variable that characterizes rock hardening level on the basis of the Norton creep model. Different salt rock mechanical test data sets with varying stress paths were used to validate this creep-fatigue constitutive model. The fit curves and test curves of the stress paths demonstrate good consistency, indicating that the model comprehensively considers the effects of time, load, and state on salt rock's creep-fatigue, effectively describing the creep-fatigue plastic deformation features of salt rock under different stress paths. En ligne : https://doi.org/10.1007/978-981-96-5431-4 Investigation in the Creep-Fatigue Coupled Effect of Rock Salt [document électronique] / Jinyang Fan, Auteur ; Zongze Li, Auteur ; Chunhe Yang, Auteur . - Singapour : Springer, 2025 . - 215 p.
ISBN : 978-981-9654-31-4
Langues : Anglais (eng)
Tags : Salt rock Crystalline material Creep coupled effect fatigue interaction. Index. décimale : 624.151 Géotechnique Résumé : This open access book provides the uniaxial, triaxial, fatigue, creep, creep-fatigue loading tests in order to investigate the salt mechanical response and the related damage mechanisms defining relation between plastic deformation, dilatancy and damage. Based on the experimental results, a new creep-fatigue constitutive model for salt rock that considers creep-fatigue interaction was established by incorporating a state variable that characterizes rock hardening level on the basis of the Norton creep model. Different salt rock mechanical test data sets with varying stress paths were used to validate this creep-fatigue constitutive model. The fit curves and test curves of the stress paths demonstrate good consistency, indicating that the model comprehensively considers the effects of time, load, and state on salt rock's creep-fatigue, effectively describing the creep-fatigue plastic deformation features of salt rock under different stress paths. En ligne : https://doi.org/10.1007/978-981-96-5431-4 Réservation
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Code-barres Cote Support Localisation Section Disponibilité 9789819654314 624.151 FAN E-Book En Ligne Génie Civil Disponible
Titre : Spatial-Temporal Evolution of Mining-Induced Rock Damage and Ground Control of Roadways Type de document : document électronique Auteurs : Zhijie Wen, Auteur ; Zhenqi Song, Auteur ; Yujing Jiang, Auteur Editeur : Singapour : Springer Année de publication : 2025 Importance : 235 p. Présentation : ill. couv. ill. en coul. ISBN/ISSN/EAN : 978-981-9654-39-0 Langues : Anglais (eng) Tags : Geoengineering Foundations Hydraulics Mechanical Engineering Index. décimale : 622.28 Ouvrages de soutènement Résumé : This open access book presents the Coal remains the primary energy source in China, with an estimated total coal reserve of 59 trillion tons at depths of less than 2000 meters. Among these, over 50% lie at depths exceeding 1000 meters, primarily distributed in central and eastern China. Deep coal mining has become the new norm for the coal industry’s development and resource exploitation. To ensure energy supply for the rapid economic development of central and eastern regions, mining coal resources from depths of over 1000 meters is inevitable. This endeavor holds significant strategic importance for safeguarding national energy security and supporting regional economic growth. However, mining-induced hazards, such as rock bursts, water inrushes, and roof collapses, continue to occur frequently in both local and state-owned coal mines. These incidents pose severe threats to the safety of coal production, tarnish the reputation of China's mining industry, and hinder its development. Therefore, advancing mining engineering—especially the theories of major accident prediction and control—is essential. A deeper understanding of the dynamic processes underlying mining-induced pressure and strata movement is necessary. Promoting safe and efficient coal mining through informed decision-making and management supported by scientific, quantitative methods is a critical and urgent task. Achieving informatization, intelligence, and visualization in mining operations will be key to fundamentally addressing the current safety challenges in China's mining industry. In recent years, the author and their team have conducted in-depth studies on models of dynamic disasters and surrounding rock control in deep mines, supported by projects under the National Basic Research Program (973 Program), the National Key R&D Program, as well as talent and general research funds and specialized consultancy projects from the Chinese Academy of Sciences. The main research focuses include constructing spatial structural models of overlying strata in mining areas, analyzing the spatiotemporal evolution of mining-induced stress, and developing proactive control technologies for dynamic disasters in mining areas. This book aims to provide foundational insights into the occurrence and control of major mining accidents. It proposes a decision-making framework for predicting and managing such disasters by controlling the movement of surrounding rock and stress conditions induced by mining. These efforts are expected to provide a reference for advancing research in related fields. En ligne : https://doi.org/10.1007/978-981-96-5439-0 Spatial-Temporal Evolution of Mining-Induced Rock Damage and Ground Control of Roadways [document électronique] / Zhijie Wen, Auteur ; Zhenqi Song, Auteur ; Yujing Jiang, Auteur . - Singapour : Springer, 2025 . - 235 p. : ill. couv. ill. en coul.
ISBN : 978-981-9654-39-0
Langues : Anglais (eng)
Tags : Geoengineering Foundations Hydraulics Mechanical Engineering Index. décimale : 622.28 Ouvrages de soutènement Résumé : This open access book presents the Coal remains the primary energy source in China, with an estimated total coal reserve of 59 trillion tons at depths of less than 2000 meters. Among these, over 50% lie at depths exceeding 1000 meters, primarily distributed in central and eastern China. Deep coal mining has become the new norm for the coal industry’s development and resource exploitation. To ensure energy supply for the rapid economic development of central and eastern regions, mining coal resources from depths of over 1000 meters is inevitable. This endeavor holds significant strategic importance for safeguarding national energy security and supporting regional economic growth. However, mining-induced hazards, such as rock bursts, water inrushes, and roof collapses, continue to occur frequently in both local and state-owned coal mines. These incidents pose severe threats to the safety of coal production, tarnish the reputation of China's mining industry, and hinder its development. Therefore, advancing mining engineering—especially the theories of major accident prediction and control—is essential. A deeper understanding of the dynamic processes underlying mining-induced pressure and strata movement is necessary. Promoting safe and efficient coal mining through informed decision-making and management supported by scientific, quantitative methods is a critical and urgent task. Achieving informatization, intelligence, and visualization in mining operations will be key to fundamentally addressing the current safety challenges in China's mining industry. In recent years, the author and their team have conducted in-depth studies on models of dynamic disasters and surrounding rock control in deep mines, supported by projects under the National Basic Research Program (973 Program), the National Key R&D Program, as well as talent and general research funds and specialized consultancy projects from the Chinese Academy of Sciences. The main research focuses include constructing spatial structural models of overlying strata in mining areas, analyzing the spatiotemporal evolution of mining-induced stress, and developing proactive control technologies for dynamic disasters in mining areas. This book aims to provide foundational insights into the occurrence and control of major mining accidents. It proposes a decision-making framework for predicting and managing such disasters by controlling the movement of surrounding rock and stress conditions induced by mining. These efforts are expected to provide a reference for advancing research in related fields. En ligne : https://doi.org/10.1007/978-981-96-5439-0 Réservation
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Code-barres Cote Support Localisation Section Disponibilité 9789819654390 622.28 WEN E-Book En Ligne Techniques Minières et activités connexes Disponible
