Intelligent Building Control Systems
Intelligent Building Control Systems

Author: John T. Wen

Publisher: Springer

Published: 2017-12-04

Total Pages: 321

ISBN-13: 3319684620

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Readers of this book will be shown how, with the adoption of ubiquituous sensing, extensive data-gathering and forecasting, and building-embedded advanced actuation, intelligent building systems with the ability to respond to occupant preferences in a safe and energy-efficient manner are becoming a reality. The articles collected present a holistic perspective on the state of the art and current research directions in building automation, advanced sensing and control, including: model-based and model-free control design for temperature control; smart lighting systems; smart sensors and actuators (such as smart thermostats, lighting fixtures and HVAC equipment with embedded intelligence); and energy management, including consideration of grid connectivity and distributed intelligence. These articles are both educational for practitioners and graduate students interested in design and implementation, and foundational for researchers interested in understanding the state of the art and the challenges that must be overcome in realizing the potential benefits of smart building systems. This edited volume also includes case studies from implementation of these algorithms/sensing strategies in to-scale building systems. These demonstrate the benefits and pitfalls of using smart sensing and control for enhanced occupant comfort and energy efficiency.

Reinforcement Learning, second edition
Reinforcement Learning, second edition

Author: Richard S. Sutton

Publisher: MIT Press

Published: 2018-11-13

Total Pages: 549

ISBN-13: 0262352702

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The significantly expanded and updated new edition of a widely used text on reinforcement learning, one of the most active research areas in artificial intelligence. Reinforcement learning, one of the most active research areas in artificial intelligence, is a computational approach to learning whereby an agent tries to maximize the total amount of reward it receives while interacting with a complex, uncertain environment. In Reinforcement Learning, Richard Sutton and Andrew Barto provide a clear and simple account of the field's key ideas and algorithms. This second edition has been significantly expanded and updated, presenting new topics and updating coverage of other topics. Like the first edition, this second edition focuses on core online learning algorithms, with the more mathematical material set off in shaded boxes. Part I covers as much of reinforcement learning as possible without going beyond the tabular case for which exact solutions can be found. Many algorithms presented in this part are new to the second edition, including UCB, Expected Sarsa, and Double Learning. Part II extends these ideas to function approximation, with new sections on such topics as artificial neural networks and the Fourier basis, and offers expanded treatment of off-policy learning and policy-gradient methods. Part III has new chapters on reinforcement learning's relationships to psychology and neuroscience, as well as an updated case-studies chapter including AlphaGo and AlphaGo Zero, Atari game playing, and IBM Watson's wagering strategy. The final chapter discusses the future societal impacts of reinforcement learning.

Modeling, Design, and Optimization of Net-Zero Energy Buildings
Modeling, Design, and Optimization of Net-Zero Energy Buildings

Author: Andreas Athienitis

Publisher: John Wiley & Sons

Published: 2015-01-26

Total Pages: 396

ISBN-13: 3433604630

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Building energy design is currently going through a period of major changes. One key factor of this is the adoption of net-zero energy as a long term goal for new buildings in most developed countries. To achieve this goal a lot of research is needed to accumulate knowledge and to utilize it in practical applications. In this book, accomplished international experts present advanced modeling techniques as well as in-depth case studies in order to aid designers in optimally using simulation tools for net-zero energy building design. The strategies and technologies discussed in this book are, however, also applicable for the design of energy-plus buildings. This book was facilitated by International Energy Agency's Solar Heating and Cooling (SHC) Programs and the Energy in Buildings and Communities (EBC) Programs through the joint SHC Task 40/EBC Annex 52: Towards Net Zero Energy Solar Buildings R&D collaboration. After presenting the fundamental concepts, design strategies, and technologies required to achieve net-zero energy in buildings, the book discusses different design processes and tools to support the design of net-zero energy buildings (NZEBs). A substantial chapter reports on four diverse NZEBs that have been operating for at least two years. These case studies are extremely high quality because they all have high resolution measured data and the authors were intimately involved in all of them from conception to operating. By comparing the projections made using the respective design tools with the actual performance data, successful (and unsuccessful) design techniques and processes, design and simulation tools, and technologies are identified. Written by both academics and practitioners (building designers) and by North Americans as well as Europeans, this book provides a very broad perspective. It includes a detailed description of design processes and a list of appropriate tools for each design phase, plus methods for parametric analysis and mathematical optimization. It is a guideline for building designers that draws from both the profound theoretical background and the vast practical experience of the authors.

A Primer in Fluid MechanicsDynamics of Flows in One Space Dimension
A Primer in Fluid MechanicsDynamics of Flows in One Space Dimension

Author: Jr. Brower

Publisher: CRC Press

Published: 2024-11-01

Total Pages: 541

ISBN-13: 1040285716

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This distinctive text presents the basic principles of fluid mechanics by means of one-dimensional flow examples - differing significantly in style and content from other books. A Primer in Fluid Mechanics contains: an overview of fluid properties and the kinetic theory of gases information on the fundamental equations of fluid mechanics, including historical references and background information introductory discussions on fluid properties and fluid statics a comprehensive chapter on compressible flow a variety of applications on non-steady flow, including non-steady gas dynamics a brief introduction to acoustics Novel provisos in the text include an analysis of the static stability of a floating two-dimensional parabolic section viscous flow through an elastic duct several geometries in non-steady tank draining, including a singular perturbation problem Chapters also discuss physical properties, atmospheric stability, thermodynamics, energy and momentum equations, dimensional analysis, and historical perspectives of flows in pipes and conduits. A Primer in Fluid Mechanics offers a rigorous text for the curious student and for the research engineer seeking a readily available guide to the more refined treatments in the literature - supporting classical and current discussions as well as theoretical and practical concepts.

Modern Hydronic Heating: For Residential and Light Commercial Buildings
Modern Hydronic Heating: For Residential and Light Commercial Buildings

Author: John Siegenthaler

Publisher: Cengage Learning

Published: 2012-07-25

Total Pages: 640

ISBN-13: 9781428335158

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From simple applications to multi-load / multi-temperature systems, learn how to use the newest and most appropriate hydronic heating methods and hardware to create system the deliver the ultimate in heating comfort, reliability, and energy efficiency. Heavily illustrated with product and installation photos, and hundreds of detailed full-color schematics, MODERN HYDRONIC HEATING, 3rd EDITION is a one-of-a-kind comprehensive reference on hydronic heating for the present and future. It transforms engineering-level design information into practical tools that can be used by technical students and heating professional alike. This revised edition features the latest design and installation techniques for residential and light commercial hydronic systems including use of renewable energy heat sources, hydraulic separation, smart circulators, distribution efficiency, thermal accumulators, mixing methods, heat metering, and web-enabled control methods. Everyone involved in the heating trade will benefit from this preeminent resource of the North American heating industry. It is well-suited for use in a formal education course, self-study, or as an on the job reference. Important Notice: Media content referenced within the product description or the product text may not be available in the ebook version.

CRC Handbook of Thermal Engineering
CRC Handbook of Thermal Engineering

Author: Frank Kreith

Publisher: CRC Press

Published: 1999-12-27

Total Pages: 1204

ISBN-13: 9781420050424

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To be successful in the international marketplace, corporations must have access to the latest developments and most recent experimental data. Traditional handbooks of heat transfer stress fundamental principles, analytical approaches to thermal problems, and elegant solutions to classical problems. The CRC Handbook of Thermal Engineering is not a traditional handbook. Engineers in industry need up-to-date, accessible information on the applications of heat and mass transfer-The CRC Handbook of Thermal Engineering provides it. Peer reviewed articles-selected on the basis of their current relevance to the development of new products-provide in-depth treatment of applications in diverse fields, such as: Bioengineering Desalination Electronics Energy conservation Food processing Measurement techniques in fluid flow and heat transfer You'll find complete, up-to-date information on the latest development in the field, including: Recent advances in thermal sciences Microthermal design Compact heat exchangers Thermal optimization Exergy analysis A unique, one-stop resource for all your thermal engineering questions From the basics of thermodynamics, fluid mechanics, and heat and mass transfer, to comprehensive treatment of current applications, the latest computational tools, to data tables for the properties of gases, liquids, and solids, The CRC Handbook of Thermal Engineering has it all!

Energy Simulation in Building Design
Energy Simulation in Building Design

Author: Joseph Clarke

Publisher: Routledge

Published: 2007-11-02

Total Pages: 374

ISBN-13: 1136406751

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Since the appearance of the first edition of 'Energy Simulation in Building Design', the use of computer-based appraisal tools to solve energy design problems within buildings has grown rapidly. A leading figure in this field, Professor Joseph Clarke has updated his book throughout to reflect these latest developments. The book now includes material on combined thermal/lighting and CFD simulation, advanced glazings, indoor air quality and photovoltaic components. This thorough revision means that the book remains the key text on simulation for architects, building engineering consultants and students of building engineering and environmental design of buildings. The book's purpose is to help architects, mechanical & environmental engineers and energy & facility managers to understand and apply the emerging computer methods for options appraisal at the individual building, estate, city, region and national levels. This is achieved by interspersing theoretical derivations relating to simulation within an evolving description of the built environment as a complex system. The premise is that the effective application of any simulation tool requires a thorough understanding of the domain it addresses.

Building Energy Management Systems
Building Energy Management Systems

Author: Geoff Levermore

Publisher: Routledge

Published: 2013-07-04

Total Pages: 537

ISBN-13: 1135812098

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revision includes natural ventillation, sick building syndrome, low-energy air conditioning New edition of this well established text Key text for under/post graduate courses in building services