Based on AI and machine learning, this book systematically presents the theories and methods for complex electro-mechanical system fault prognosis, intelligent diagnosis, and health state assessment in modern industry. The book emphasizes feature extraction, incipient fault prediction, fault classification, and degradation assessment, which are based on supervised-, semi-supervised-, manifold-, and deep learning; machinery degradation state tracking and prognosis by phase space reconstruction; and complex electro-mechanical system reliability assessment and health maintenance based on running state info. These theories and methods are integrated with practical industrial applications, which can help the readers get into the field more smoothly and provide an important reference for their study, research, and engineering practice.
This brief examines resource allocation and interference management for 4G femtocells. It introduces 4G femtocells in the context of 4G mobile networks and discusses related technical challenges in resource allocation and interference management. Topics include ant colony algorithm based downlink resource allocation, intelligent scheduling and power control, uplink and downlink for two-tier networks, quality of service (QoS) constraints and the cross-tier interference constraint. The authors present algorithms to alleviate common femtocell-related problems such as subchannel power allocation. The complexity of the proposed resource allocation algorithms is analyzed, and the effectiveness of the proposed algorithms is verified by simulations. This concise and practical book directly addresses common problems relating to femtocells and resource management. It serves as a useful tool for researchers in the field. Advanced-level students or professionals interested in femtocells and networks will also find the content helpful.
Lunar July half, ghost door wide open, the mother gave birth to me in July, but grandma was scared, said my life made seven words, is a short-life ghost, can not live seven days to die, in order to save me, grandma called three elder brothers to cheat me into the coffin, said this is the local custom, but I unexpectedly saw a little girl in the coffin......
Lunar July half, ghost door wide open, the mother gave birth to me in July, but grandma was scared, said my life made seven words, is a short-life ghost, can not live seven days to die, in order to save me, grandma called three elder brothers to cheat me into the coffin, said this is the local custom, but I unexpectedly saw a little girl in the coffin......
Lunar July half, ghost door wide open, the mother gave birth to me in July, but grandma was scared, said my life made seven words, is a short-life ghost, can not live seven days to die, in order to save me, grandma called three elder brothers to cheat me into the coffin, said this is the local custom, but I unexpectedly saw a little girl in the coffin......
Protein interactions, which include interactions between proteins and other biomolecules, are essential to all aspects of biological processes, such as cell growth, differentiation, and apoptosis. Therefore, investigation and modulation of protein interactions are of significance as it not only reveals the mechanism governing cellular activity, but also leads to potential agents for the treatment of various diseases. The objective of this book is to highlight some of the latest approaches in the study of protein interactions, including modulation of protein interactions, development of analytical techniques, etc. Collectively they demonstrate the importance and the possibility for the further investigation and modulation of protein interactions as technology is evolving.
Lunar July half, ghost door wide open, the mother gave birth to me in July, but grandma was scared, said my life made seven words, is a short-life ghost, can not live seven days to die, in order to save me, grandma called three elder brothers to cheat me into the coffin, said this is the local custom, but I unexpectedly saw a little girl in the coffin......
Lunar July half, ghost door wide open, the mother gave birth to me in July, but grandma was scared, said my life made seven words, is a short-life ghost, can not live seven days to die, in order to save me, grandma called three elder brothers to cheat me into the coffin, said this is the local custom, but I unexpectedly saw a little girl in the coffin......
This book discusses chemometric methods for spectroscopy analysis including NIR, MIR, Raman, NMR, and LIBS, from the perspective of practical applied spectroscopy. It covers all aspects of chemometrics associated with analytical spectroscopy, including representative sample selection algorithm, outlier detection algorithm, model updating and maintenance algorithm and strategy and calibration performance evaluation methods.To provide a systematic and comprehensive overview the latest progress of chemometric methods including recent scientific research and practical applications are presented. In addition the book also highlights the improvement of classical algorithms and the extension of common strategies. It is therefore useful as a reference book for researchers engaged in analytical spectroscopy technology, chemometrics, analytical instruments and other related fields.
This book focuses on multi-model systems, describing how to apply intelligent technologies to model complex multi-model systems by combining stochastic jumping system, neural network and fuzzy models. It focuses on robust filtering, including finite-time robust filtering, finite-frequency robust filtering and higher order moment robust filtering schemes, as well as fault detection problems for multi-model jump systems, such as observer-based robust fault detection, filtering-based robust fault detection and neural network-based robust fault detection methods. The book also demonstrates the validity and practicability of the theoretical results using simulation and practical examples, like circuit systems, robot systems and power systems. Further, it introduces readers to methods such as finite-time filtering, finite-frequency robust filtering, as well as higher order moment and neural network-based fault detection methods for multi-model jumping systems, allowing them to grasp the modeling, analysis and design of the multi-model systems presented and implement filtering and fault detection analysis for various systems, including circuit, network and mechanical systems.
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