Ultrasonic Fluid Quantity Measurement in Dynamic Vehicular Applications

Ultrasonic Fluid Quantity Measurement in Dynamic Vehicular Applications PDF Author: Jenny Terzic
Publisher: Springer Science & Business Media
ISBN: 3319006339
Category : Technology & Engineering
Languages : en
Pages : 137

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Book Description
Accurate fluid level measurement in dynamic environments can be assessed using a Support Vector Machine (SVM) approach. SVM is a supervised learning model that analyzes and recognizes patterns. It is a signal classification technique which has far greater accuracy than conventional signal averaging methods. Ultrasonic Fluid Quantity Measurement in Dynamic Vehicular Applications: A Support Vector Machine Approach describes the research and development of a fluid level measurement system for dynamic environments. The measurement system is based on a single ultrasonic sensor. A Support Vector Machines (SVM) based signal characterization and processing system has been developed to compensate for the effects of slosh and temperature variation in fluid level measurement systems used in dynamic environments including automotive applications. It has been demonstrated that a simple ν-SVM model with Radial Basis Function (RBF) Kernel with the inclusion of a Moving Median filter could be used to achieve the high levels of accuracy required for fluid level measurement in dynamic environments. Aimed toward graduate and postgraduate students, researchers, and engineers studying applications of artificial intelligence, readers will learn about a measurement system that is based on a single ultrasonic sensor which can achieve the high levels of accuracy required for fluid level measurement in dynamic environments.

Ultrasonic Fluid Quantity Measurement in Dynamic Vehicular Applications

Ultrasonic Fluid Quantity Measurement in Dynamic Vehicular Applications PDF Author: Jenny Terzic
Publisher: Springer Science & Business Media
ISBN: 3319006339
Category : Technology & Engineering
Languages : en
Pages : 137

Get Book Here

Book Description
Accurate fluid level measurement in dynamic environments can be assessed using a Support Vector Machine (SVM) approach. SVM is a supervised learning model that analyzes and recognizes patterns. It is a signal classification technique which has far greater accuracy than conventional signal averaging methods. Ultrasonic Fluid Quantity Measurement in Dynamic Vehicular Applications: A Support Vector Machine Approach describes the research and development of a fluid level measurement system for dynamic environments. The measurement system is based on a single ultrasonic sensor. A Support Vector Machines (SVM) based signal characterization and processing system has been developed to compensate for the effects of slosh and temperature variation in fluid level measurement systems used in dynamic environments including automotive applications. It has been demonstrated that a simple ν-SVM model with Radial Basis Function (RBF) Kernel with the inclusion of a Moving Median filter could be used to achieve the high levels of accuracy required for fluid level measurement in dynamic environments. Aimed toward graduate and postgraduate students, researchers, and engineers studying applications of artificial intelligence, readers will learn about a measurement system that is based on a single ultrasonic sensor which can achieve the high levels of accuracy required for fluid level measurement in dynamic environments.

Handbook of Railway Vehicle Dynamics, Second Edition

Handbook of Railway Vehicle Dynamics, Second Edition PDF Author: Simon Iwnicki
Publisher: CRC Press
ISBN: 042989063X
Category : Science
Languages : en
Pages : 914

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Book Description
Handbook of Railway Vehicle Dynamics, Second Edition, provides expanded, fully updated coverage of railway vehicle dynamics. With chapters by international experts, this work surveys the main areas of rolling stock and locomotive dynamics. Through mathematical analysis and numerous practical examples, it builds a deep understanding of the wheel-rail interface, suspension and suspension component design, simulation and testing of electrical and mechanical systems, and interaction with the surrounding infrastructure, and noise and vibration. Topics added in the Second Edition include magnetic levitation, rail vehicle aerodynamics, and advances in traction and braking for full trains and individual vehicles.

Energy Research Abstracts

Energy Research Abstracts PDF Author:
Publisher:
ISBN:
Category : Power resources
Languages : en
Pages : 1744

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NASA Scientific and Technical Publications

NASA Scientific and Technical Publications PDF Author:
Publisher:
ISBN:
Category : Aeronautics
Languages : en
Pages : 134

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Scientific and Technical Aerospace Reports

Scientific and Technical Aerospace Reports PDF Author:
Publisher:
ISBN:
Category : Aeronautics
Languages : en
Pages : 704

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Technical Abstract Bulletin

Technical Abstract Bulletin PDF Author:
Publisher:
ISBN:
Category : Science
Languages : en
Pages : 992

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Fundamentals of Medium/Heavy Duty Commercial Vehicle Systems

Fundamentals of Medium/Heavy Duty Commercial Vehicle Systems PDF Author: Gus Wright
Publisher: Jones & Bartlett Learning
ISBN: 1284150933
Category : Transportation
Languages : en
Pages : 1929

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Book Description
"Thoroughly updated and expanded, 'Fundamentals of Medium/Heavy Duty Commercial Vehicle Systems, Second Edition' offers comprehensive coverage of basic concepts building up to advanced instruction on the latest technology, including distributed electronic control systems, energy-saving technologies, and automated driver-assistance systems. Now organized by outcome-based objectives to improve instructional clarity and adaptability and presented in a more readable format, all content seamlessly aligns with the latest ASE Medium-Heavy Truck Program requirements for MTST." --Back cover.

NASA Scientific and Technical Publications: A Catalog of Special Publications, Reference Publications, Conference Publications, and Technical Papers, 1991-1992

NASA Scientific and Technical Publications: A Catalog of Special Publications, Reference Publications, Conference Publications, and Technical Papers, 1991-1992 PDF Author:
Publisher:
ISBN:
Category : Aeronautics
Languages : en
Pages : 122

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Aerospace Hydraulics and Systems

Aerospace Hydraulics and Systems PDF Author:
Publisher:
ISBN:
Category : Technology & Engineering
Languages : en
Pages : 146

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Book Description
Latest developments in the electronics and communications fields present fresh challenges and opportunities for aerospace hydraulic systems. These provide the focus for this international conference on aerospace hydraulics and systems, which was organized by the Institution of Mechanical Engineers in September 1993. This volume comprises papers from all session areas and covers latest developments in valves, actuators and system control - with consideration given to the distribution of control authority. The improvement of systems reliability is also addressed, with the enhancement made possible by use of on-line monitoring methods and the use of computer simulation in performance prediction.

Government-wide Index to Federal Research & Development Reports

Government-wide Index to Federal Research & Development Reports PDF Author:
Publisher:
ISBN:
Category : Government publications
Languages : en
Pages : 1062

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