Explicit Nonlinear Model Predictive Control

Most systems involved in a chemical process plant are interactive multivariable systems, to control which, the transfer function matrix model is required. This lucid book considers the identification and control of such systems. It discusses open loop and closed loop identification methods, as well as the design of multivariable controllers based on steady state gain matrix. Simple methods for designing controllers based on transfer function matrix model have been reviewed. The design of controllers for non-square systems, and closed loop identification of multivariable unstable systems by the optimization method are also covered. Several simulation examples and exercise problems at the end of each chapter further help the reader consolidate the knowledge gained. This book will be useful to any engineering student, researcher or practitioner who works with interactive, multivariable control systems.

This is the first book-length volume to investigate both implicit and explicit language attitudes. It details the findings of a large-scale study, incorporating innovative methodology, investigating t

With Iterative Learning Control Algorithms and Experimental Benchmarking the authors discuss the main methods of iterative learning control (ILC) and its interactions, as well as comparator performanc

The Nordic Model was originally understood as a compromise between Western and Soviet systems. The Soviet Union has been gone for a generation, but the Nordic Model survives. Much of this has to do with the Model's change from an economic to a largely cultural model. In particular the Model has come to emphasize human (especially women's) rights; environmental consciousness; and cultural innovation. While these each contain an element of fantasy, they retain sufficient substance to provide encouragement to 'progressive' circles in the United States, United Kingdom, and other countries. Important in its own right, the Nordic Model provides a fascinating case study of the transmission of goods and ideas between different regions, and the ability of a small and out of the way region to maintain its own identity in a globalized world.

How biomedical research using various animal species and in vitro cellular systems has resulted in both major successes and translational failure.In Model Systems in Biology, comparative neurobiologist Georg Striedter examines how biomedical researchers have used animal species and in vitro cellular systems to understand and develop treatments for human diseases ranging from cancer and polio to Alzheimer’s disease and schizophrenia. Although there have been some major successes, much of this “translational” research on model systems has failed to generalize to humans. Striedter explores the history of such research, focusing on the models used and considering the question of model selection from a variety of perspectives―the philosophical, the historical, and that of practicing biologists. Striedter reviews some philosophical concepts and ethical issues, including concerns over animal suffering and the compromises that result. He traces the history of the most widely used animal and in

Cognitive linguists and psychologists have often argued that language is best understood as an association network; however while the network view of language has had a significant impact on the study of morphology and lexical semantics, it is only recently that researchers have taken an explicit network approach to the study of syntax. This innovative study presents a dynamic network model of grammar in which all aspects of linguistic structure, including core concepts of syntax (e.g. phrase structure, word classes, grammatical relations), are analyzed in terms of associative connections between different types of linguistic elements. These associations are shaped by domain-general learning processes that are operative in language use and sensitive to frequency of occurrence. Drawing on research from usage-based linguistics and cognitive psychology, the book provides an overview of frequency effects in grammar and analyzes these effects within the framework of a dynamic network model.

From the bestselling author of The Speed of Trust and Smart Trust, a revolutionary new way to lead.Stephen M. R. Covey has made it his life's work to understand trust in leadership and organizations. In his newest and most transformative book, Trust and Inspire, he makes the compelling argument that even though our world has changed drastically, our leadership style has not. Most organizations, teams, schools, and families today still operate from a model of ';command and control,' focusing on hierarchies and compliance from people. But because of the changing nature of the world, the workforce, work itself, and the choices we have for where and how to work and live, these old rules of leadership no longer apply. Covey's solution is simple, yet bold: a shift from this ';command and control' model to a leadership style of ';trust and inspire.' Covey challenges our beliefs about people and leadership that have been deeply engrained in management approaches for decades. Trust and Inspire

A high school student can create deep Q-learning code to control her robot, without any understanding of the meaning of 'deep' or 'Q', or why the code sometimes fails. This book is designed to explain the science behind reinforcement learning and optimal control in a way that is accessible to students with a background in calculus and matrix algebra. A unique focus is algorithm design to obtain the fastest possible speed of convergence for learning algorithms, along with insight into why reinforcement learning sometimes fails. Advanced stochastic process theory is avoided at the start by substituting random exploration with more intuitive deterministic probing for learning. Once these ideas are understood, it is not difficult to master techniques rooted in stochastic control. These topics are covered in the second part of the book, starting with Markov chain theory and ending with a fresh look at actor-critic methods for reinforcement learning.

Corruption is rampant in many authoritarian regimes, leading most observers to assume that autocrats have little incentive or ability to curb government wrongdoing. Corruption Control in Authoritarian Regimes shows that meaningful anti-corruption efforts by nondemocracies are more common and more often successful than is typically understood. Drawing on wide-ranging analysis of authoritarian anti-corruption efforts globally and in-depth case studies of key countries such as China, South Korea and Taiwan over time, Dr. Carothers constructs an original theory of authoritarian corruption control. He disputes views that hold democratic or quasi-democratic institutions as necessary for political governance successes and argues that corruption control in authoritarian regimes often depends on a powerful autocratic reformer having a free hand to enact and enforce measures curbing government wrongdoing. This book advances our understanding of authoritarian governance and durability while also

The US Constitution recognizes the president as the sole legal head of the executive branch. Despite this constitutional authority, the president's actual control over administration varies significantly in practice from one president to the next. Presidential Control over Administration provides a new approach for studying the presidency and policymaking that centers on this critical and often overlooked historical variable. To explain the different configurations of presidential control over administration that recur throughout history--collapse, innovation, stabilization, and constraint--O'Brien develops a new theory that incorporates historical variation in a combination of key restrictions such as time, knowledge, and the structure of government as well as key incentives such as providing acceptable performance and implementing preferred policies. O'Brien then tests the argument by tracing the policymaking process in the domain of public finance across nearly a century of history,

What happens to risk as the economic horizon goes to zero and risk is seen as an exposure to a change in state that may occur instantaneously at any time? All activities that have been undertaken statically at a fixed finite horizon can now be reconsidered dynamically at a zero time horizon, with arrival rates at the core of the modeling. This book, aimed at practitioners and researchers in financial risk, delivers the theoretical framework and various applications of the newly established dynamic conic finance theory. The result is a nonlinear non-Gaussian valuation framework for risk management in finance. Risk-free assets disappear and low risk portfolios must pay for their risk reduction with negative expected returns. Hedges may be constructed to enhance value by exploiting risk interactions. Dynamic trading mechanisms are synthesized by machine learning algorithms. Optimal exposures are designed for option positioning simultaneously across all strikes and maturities.

Every day we interact with machine learning systems offering individualized predictions for our entertainment, social connections, purchases, or health. These involve several modalities of data, from sequences of clicks to text, images, and social interactions. This book introduces common principles and methods that underpin the design of personalized predictive models for a variety of settings and modalities. The book begins by revising 'traditional' machine learning models, focusing on adapting them to settings involving user data, then presents techniques based on advanced principles such as matrix factorization, deep learning, and generative modeling, and concludes with a detailed study of the consequences and risks of deploying personalized predictive systems. A series of case studies in domains ranging from e-commerce to health plus hands-on projects and code examples will give readers understanding and experience with large-scale real-world datasets and the ability to design mod

The control of open quantum systems and their associated quantum thermodynamic properties is a topic of growing importance in modern quantum physics and quantum chemistry research. This unique and self-contained book presents a unifying perspective of such open quantum systems, first describing the fundamental theory behind these formidably complex systems, before introducing the models and techniques that are employed to control their quantum thermodynamics processes. A detailed discussion of real quantum devices is also covered, including quantum heat engines and quantum refrigerators. The theory of open quantum systems is developed pedagogically, from first principles, and the book is accessible to graduate students and researchers working in atomic physics, quantum information, condensed matter physics, and quantum chemistry.

This volume of the Encyclopedia of Complexity and Systems Science, Second Edition, focuses on current challenges in the field from materials and mechanics to applications of statistical and nonlinear physics in the life sciences. Challenges today are mostly in the realm of non-equilibrium systems, although certain equilibrium systems also present serious hurdles. Where possible, pairwise articles focus on a single topic, one from a theoretical perspective and the other from an experimental one, providing valuable insights. In other cases, theorists and experimentalists have collaborated on a single article. Coverage includes both quantum and classical systems, and emphasizes 1) mature fields that are not covered in the current specialist literature, (2) topics that fall through the cracks in disciplinary journals/books, or (3) developing areas where the knowledge base is large and robust and upon which future developments will depend. The result is an invaluable resource for condensed

Artificial Intelligence-Aided Materials Design: AI-Algorithms and Case Studies on Alloys and Metallurgical Processes describes the application of artificial intelligence (AI)/machine learning (ML) concepts to develop predictive models that can be used to design alloy materials, including magnetic alloys, nickel-base superalloys, titanium-base alloys, and aluminum-base alloys. Readers new to AI/ML algorithms can use this book as a starting point and use the included MATLAB and Python implementation of AI/ML algorithms through included case studies. Experienced AI/ML researchers who want to try new algorithms can use this book and study the case studies for reference. Offers advantages and limitations of several AI concepts and their proper implementation in various data types generated through experiments and computer simulations and from industries in different file formats Helps readers develop predictive models through AI/ML algorithms by writing their own computer code or usin

Roxy the Rhino doesn't mean to interrupt or cut in line or take things without asking. Sometimes her excitement just takes over. Roxy has a problem with impulse control. Thankfully Roxy meets a new fr

Island X delves into the compelling political lives of Taiwanese migrants who came to the United States as students from the 1960s through the 1980s. Often depicted as compliant model minorities, many were in fact deeply political, shaped by Taiwan's colonial history and influenced by the global social movements of their times. As activists, they fought to make Taiwanese people visible as subjects of injustice and deserving of self-determination. Under the distorting shadows of Cold War geopolitics, the Kuomintang regime and collaborators across US campuses attempted to control Taiwanese in the diaspora through extralegal surveillance and violence, including harassment, blacklisting, imprisonment, and even murder. Drawing on interviews with student activists and extensive archival research, Wendy Cheng documents how Taiwanese Americans developed tight-knit social networks as infrastructures for identity formation, consciousness development, and anticolonial activism. They fought for Ta

This volume is the first book-length monograph on the most widespread and deadly infectious disease in China, both historically and today: tuberculosis (TB). Weaving together interviews with data from periodicals and local archives in Shanghai, Rachel Core examines the rise and fall of TB control in China from the 1950s to the 1990s. The answer to this, Core argues, lies in the socialist work-unit system. Under the work-unit system, the vast majority of people had guaranteed employment, a host of benefits tied to their workplace, and there was little mobility—factors that made the delivery of medical and public health services possible in both urban and rural areas. The dismantling of work units amid wider market reforms in the 1980s and 1990s led to the rise of temporary and casual employment and a huge migrant worker population, with little access to health care, creating new challenges in TB control. This study of Shanghai has major implications for institutional research on diseas

本書資料涉及的車型主要有：比亞迪秦EV、E5、E6、唐PHEV、秦PHEV；北汽新能源EV200/160、EU220/260/300/400、EX200/260、EC180、E150EV、威旺307；吉利帝豪EV、全球鷹EV；江淮IEV4、IEV5、IEV6、IEV7；榮威E50、E550 PHEV、E950 PHEV、ERX5 PHEV；特斯拉MODEL S、MODEL X；寶馬i3、i8；眾泰

Energy crises. Financial market chaos. War. Climate instability. Crop failures and food shortages. Supply chain disruptions. Covid. These hot topics are an overwhelming soup of problems and predicaments. There are more to come. How do we make sense of them and what can we do to become more resilient? The Crash Course 2.0 provides a framework for understanding how all of these things are actually interconnected and, because of this, is both explanatory and predictive. The Crash Course 2.0 condenses and covers resilient solutions for the average person in four new chapters onHomeHealthWealthCommunity

New York Times bestseller, now in paperback: in her global phenomenon The 5 Second Rule, Mel Robbins taught millions of people around the world the five second secret to motivation. Now she's back with another simple, proven tool you can use to take control of your life: The High 5 Habit. The New York Times bestseller now in paperback!In her global phenomenon The 5 Second Rule, Mel Robbins taught millions of people around the world the five second secret to motivation.And in her latest bestseller, she shares another simple, proven tool you can use to take control of your life: The High 5 Habit. This isn’t a book about high fiving everyone else in your life. You’re already doing that.Cheering for your favorite teams. Celebrating your friends. Supporting the people you love as they go after what they want.But imagine giving that same love and encouragement to yourself. Or even better, making it a daily habit. In this book, you will learn more than a dozen powerful ways to high five the m

A cognitive ethnography of how bioengineering scientists create innovative modeling methods.In this first full-scale, long-term cognitive ethnography by a philosopher of science, Nancy J. Nersessian offers an account of how scientists at the interdisciplinary frontiers of bioengineering create novel problem-solving methods. Bioengineering scientists model complex dynamical biological systems using concepts, methods, materials, and other resources drawn primarily from engineering. They aim to understand these systems sufficiently to control or intervene in them. What Nersessian examines here is how cutting-edge bioengineering scientists integrate the cognitive, social, material, and cultural dimensions of practice. Her findings and conclusions have broad implications for researchers in philosophy, science studies, cognitive science, and interdisciplinary studies, as well as scientists, educators, policy makers, and funding agencies. In studying the epistemic practices of scientists, Ner

Pediatrician and popular homeschooling blogger Dr. Betty Choi takes kids on an engaging exploration of the inner workings of all the major systems of the human body, with hands-on learning lab experiments, colorful diagrams and infographics, model building, and challenging games.Pediatrician Dr. Betty Choi invites kids ages 8 and up to explore the marvels of the human body with lively hands-on projects and activities, including shaping bones from salt dough, creating a moving model of the eyes, crafting a 3d skin model, making a blow-up model of how a bicep muscle contracts, tracing capillary action, and even setting up a working model of the urinary system to show how pee is produced.Packed with colorful diagrams of how each major body system works, fun facts, and easy tests that kids can use to learn about and evaluate their own body functions―from touch sensitivity to colorblindness, taste perception, lung capacity and more―The Human Body Learning Lab makes biology more exciting and

Pediatrician and popular homeschooling blogger Dr. Betty Choi takes kids on an engaging exploration of the inner workings of all the major systems of the human body, with hands-on learning lab experiments, colorful diagrams and infographics, model building, and challenging games.Pediatrician Dr. Betty Choi invites kids ages 8 and up to explore the marvels of the human body with lively hands-on projects and activities, including shaping bones from salt dough, creating a moving model of the eyes, crafting a 3d skin model, making a blow-up model of how a bicep muscle contracts, tracing capillary action, and even setting up a working model of the urinary system to show how pee is produced.Packed with colorful diagrams of how each major body system works, fun facts, and easy tests that kids can use to learn about and evaluate their own body functions―from touch sensitivity to colorblindness, taste perception, lung capacity and more―The Human Body Learning Lab makes biology more exciting and

This book assesses data protection rules that are applicable to the processing of personal data in a law enforcement context. It offers the first extensive analysis of the LED and Regulation (EU) 2018/1725. It illustrates the challenges arising from the unclear delineation between the different data protection instruments at both national and EU level. Taking a practical approach, it exemplifies situations where the application of data protection instruments could give rise to a lowering of data protection standards where the data protection rules applicable in the law enforcement context are interpreted broadly. The scope of data protection instruments applied by law enforcement authorities impacts processing for purposes of border control, migration management and asylum because there is an unclear delineation between the different data protection instruments.

The designer of Unreal and Gears of War offers an eye-opening personal account of the video game industry as it grew from niche hobby to hundred-billion-dollar enterprise.Video games are dominating the planet. In 2020, they brought in $180 billion dollars globally―nearly $34 billion in the United States alone. So who are the brilliant designers who create these stunning virtual worlds? Cliff Bleszinski―or CliffyB as he is known to gamers―is one of the few who’ve reached mythical, rock star status. In Control Freak, he gives an unvarnished, all-access tour of the business.Toiling away in his bedroom, Bleszinski created and shipped his first game before graduating high school, and at just seventeen joined a fledgling company called Epic Games. He describes the grueling hours, obscene amounts of Mountain Dew and obsessive focus necessary to achieve his singular creative visions. He details Epic’s rise to industry leader, thanks largely to his work on bestselling franchises Unreal and Gear

A new paradigm for scientific discovery through computational tools now permeates every aspect of astronomical research. Computational astrophysics combines modern computational methods, novel hardware designs, advanced algorithms, original software implementations, and associated technologies to discover new phenomena and to make predictions in astronomy. The proceedings of IAU Symposium 362 summarizes ongoing developments in computational astrophysics through astronomers in diverse fields sharing their knowledge and approaches. It focuses on computational methods applied to speed up and broaden the scope of scientific studies, such as finding trends in observational data, high performance computing, automated search algorithms, and model predictability. Experts discuss a palette of challenging informational and technical developments, with the goal of coordinating their efforts and the improvement of techniques in pursuit of a wide range of astronomical studies, including fluid dynam