Data Acquisition a Clear and Concise Reference

Data Acquisition a Clear and Concise Reference
Author: Gerardus Blokdyk
Publisher: 5starcooks
Total Pages: 124
Release: 2018-04-13
Genre:
ISBN: 9780655178095

Are accountability and ownership for Data acquisition clearly defined? Is Data acquisition currently on schedule according to the plan? Is there a Data acquisition management charter, including business case, problem and goal statements, scope, milestones, roles and responsibilities, communication plan? How will we insure seamless interoperability of Data acquisition moving forward? Who will be responsible for documenting the Data acquisition requirements in detail? Defining, designing, creating, and implementing a process to solve a challenge or meet an objective is the most valuable role... In EVERY group, company, organization and department. Unless you are talking a one-time, single-use project, there should be a process. Whether that process is managed and implemented by humans, AI, or a combination of the two, it needs to be designed by someone with a complex enough perspective to ask the right questions. Someone capable of asking the right questions and step back and say, 'What are we really trying to accomplish here? And is there a different way to look at it?' This Self-Assessment empowers people to do just that - whether their title is entrepreneur, manager, consultant, (Vice-)President, CxO etc... - they are the people who rule the future. They are the person who asks the right questions to make Data acquisition investments work better. This Data acquisition All-Inclusive Self-Assessment enables You to be that person. All the tools you need to an in-depth Data acquisition Self-Assessment. Featuring 702 new and updated case-based questions, organized into seven core areas of process design, this Self-Assessment will help you identify areas in which Data acquisition improvements can be made. In using the questions you will be better able to: - diagnose Data acquisition projects, initiatives, organizations, businesses and processes using accepted diagnostic standards and practices - implement evidence-based best practice strategies aligned with overall goals - integrate recent advances in Data acquisition and process design strategies into practice according to best practice guidelines Using a Self-Assessment tool known as the Data acquisition Scorecard, you will develop a clear picture of which Data acquisition areas need attention. Your purchase includes access details to the Data acquisition self-assessment dashboard download which gives you your dynamically prioritized projects-ready tool and shows your organization exactly what to do next. Your exclusive instant access details can be found in your book.

Data Acquisition from Light-Duty Vehicles Using OBD and CAN

Data Acquisition from Light-Duty Vehicles Using OBD and CAN
Author: Eric Walter
Publisher: SAE International
Total Pages: 186
Release: 2018-11-15
Genre: Technology & Engineering
ISBN: 0768083516

Modern vehicles have multiple electronic control units (ECU) to control various subsystems such as the engine, brakes, steering, air conditioning, and infotainment. These ECUs are networked together to share information directly with each other. This in-vehicle network provides a data opportunity for improved maintenance, fleet management, warranty and legal issues, reliability, and accident reconstruction. Data Acquisition from LD Vehicles Using OBD and CAN is a guide for the reader on how to acquire and correctly interpret data from the in-vehicle network of light-duty (LD) vehicles. The reader will learn how to determine what data is available on the vehicle’s network, acquire messages and convert them to scaled engineering parameters, apply more than 25 applicable standards, and understand 15 important test modes. Topics featured in this book include: • Calculated fuel economy • Duty cycle analysis • Capturing intermittent faults Written by two specialists in this field, Richard P. Walter and Eric P. Walter of HEM Data, the book provides a unique roadmap for the data acquisition user. The authors give a clear and concise description of the CAN protocol plus a review of all 19 parts of the SAE International J1939 standard family. Data Acquisition from LD Vehicles Using OBD and CAN is a must-have reference for product engineers, service technicians fleet managers and all interested in acquiring data effectively from the SAE J1939-equipped vehicles.

Data Acquisition Systems

Data Acquisition Systems
Author: Maurizio Di Paolo Emilio
Publisher: Springer Science & Business Media
Total Pages: 150
Release: 2013-03-21
Genre: Technology & Engineering
ISBN: 1461442141

This book describes the fundamentals of data acquisition systems, how they enable users to sample signals that measure real physical conditions and convert the resulting samples into digital, numeric values that can be analyzed by a computer. The author takes a problem-solving approach to data acquisition, providing the tools engineers need to use the concepts introduced. Coverage includes sensors that convert physical parameters to electrical signals, signal conditioning circuitry to convert sensor signals into a form that can be converted to digital values and analog-to-digital converters, which convert conditioned sensor signals to digital values. Readers will benefit from the hands-on approach, culminating with data acquisition projects, including hardware and software needed to build data acquisition systems.

Data Science Quick Reference Manual – Methodological Aspects, Data Acquisition, Management and Cleaning

Data Science Quick Reference Manual – Methodological Aspects, Data Acquisition, Management and Cleaning
Author: Mario A. B. Capurso
Publisher: Mario Capurso
Total Pages: 228
Release:
Genre: Computers
ISBN:

This work follows the 2021 curriculum of the Association for Computing Machinery for specialists in Data Sciences, with the aim of producing a manual that collects notions in a simplified form, facilitating a personal training path starting from specialized skills in Computer Science or Mathematics or Statistics. It has a bibliography with links to quality material but freely usable for your own training and contextual practical exercises. First of a series of books, it covers methodological aspects, data acquisition, management and cleaning. It describes the CRISP DM methodology, the working phases, the success criteria, the languages and the environments that can be used, the application libraries. Since this book uses Orange for the application aspects, its installation and widgets are described. Dealing with data acquisition, the book describes data sources, the acceleration techniques, the discretization methods, the security standards, the types and representations of the data, the techniques for managing corpus of texts such as bag-of-words, word-count , TF-IDF, n-grams, lexical analysis, syntactic analysis, semantic analysis, stop word filtering, stemming, techniques for representing and processing images, sampling, filtering, web scraping techniques. Examples are given in Orange. Data quality dimensions are analysed, and then the book considers algorithms for entity identification, truth discovery, rule-based cleaning, missing and repeated value handling, categorical value encoding, outlier cleaning, and errors, inconsistency management, scaling, integration of data from various sources and classification of open sources, application scenarios and the use of databases, datawarehouses, data lakes and mediators, data schema mapping and the role of RDF, OWL and SPARQL, transformations. Examples are given in Orange. The book is accompanied by supporting material and it is possible to download the project samples in Orange and sample data.

Data Acquisition from Light-Duty Vehicles Using OBD and CAN

Data Acquisition from Light-Duty Vehicles Using OBD and CAN
Author: Eric Walter
Publisher: SAE International
Total Pages: 186
Release: 2018-11-15
Genre: Technology & Engineering
ISBN: 0768095417

Modern vehicles have multiple electronic control units (ECU) to control various subsystems such as the engine, brakes, steering, air conditioning, and infotainment. These ECUs are networked together to share information directly with each other. This in-vehicle network provides a data opportunity for improved maintenance, fleet management, warranty and legal issues, reliability, and accident reconstruction. Data Acquisition from LD Vehicles Using OBD and CAN is a guide for the reader on how to acquire and correctly interpret data from the in-vehicle network of light-duty (LD) vehicles. The reader will learn how to determine what data is available on the vehicle’s network, acquire messages and convert them to scaled engineering parameters, apply more than 25 applicable standards, and understand 15 important test modes. Topics featured in this book include: • Calculated fuel economy • Duty cycle analysis • Capturing intermittent faults Written by two specialists in this field, Richard P. Walter and Eric P. Walter of HEM Data, the book provides a unique roadmap for the data acquisition user. The authors give a clear and concise description of the CAN protocol plus a review of all 19 parts of the SAE International J1939 standard family. Data Acquisition from LD Vehicles Using OBD and CAN is a must-have reference for product engineers, service technicians fleet managers and all interested in acquiring data effectively from the SAE J1939-equipped vehicles.

Data Acquisition Techniques Using PCs

Data Acquisition Techniques Using PCs
Author: Howard Austerlitz
Publisher: Academic Press
Total Pages: 429
Release: 2002-12-04
Genre: Computers
ISBN: 0080530257

The second edition of this highly successful text focuses on the major changes that have taken place in this field in recent times. Data Acquisition Techniques Using PCs, Second Edition, recognises that data acquisition is the core of most engineering and many life science systems in measurement and instrumentation. It will prove invaluable to scientists, engineers, students and technicians wishing to keep up with the latest technological developments. - Teaches the reader how to set up a PC-based system that measures, analyzes, and controls experiments and processes through detailed design examples - Geared for beginning and advanced users, with many tutorials for less experienced readers, and detailed standards references for more experienced readers - Fully revised new edition discusses latest programming languages and includes a list of over 80 product manufacurers to save valuable time

Data Acquisition and Process Control Using Personal Computers

Data Acquisition and Process Control Using Personal Computers
Author: Ozkul
Publisher: Routledge
Total Pages: 576
Release: 2017-11-22
Genre: Computers
ISBN: 1351456628

""Covers all areas of computer-based data acquisition--from basic concepts to the most recent technical developments--without the burden of long theoretical derivations and proofs. Offers practical, solution-oriented design examples and real-life case studies in each chapter and furnishes valuable selection guides for specific types of hardware.

Data Acquisition from HD Vehicles Using J1939 CAN Bus

Data Acquisition from HD Vehicles Using J1939 CAN Bus
Author: Richard Walter
Publisher: SAE International
Total Pages: 124
Release: 2016-07-14
Genre: Technology & Engineering
ISBN: 0768081726

Modern vehicles have electronic control units (ECUs) to control various subsystems such as the engine, brakes, steering, air conditioning, and infotainment. These ECUs (or simply ‘controllers’) are networked together to share information, and output directly measured and calculated data to each other. This in-vehicle network is a data goldmine for improved maintenance, measuring vehicle performance and its subsystems, fleet management, warranty and legal issues, reliability, durability, and accident reconstruction. The focus of Data Acquisition from HD Vehicles Using J1939 CAN Bus is to guide the reader on how to acquire and correctly interpret data from the in-vehicle network of heavy-duty (HD) vehicles. The reader will learn how to convert messages to scaled engineering parameters, and how to determine the available parameters on HD vehicles, along with their accuracy and update rate. Written by two specialists in this field, Richard (Rick) P. Walter and Eric P. Walter, principals at HEM Data, located in the United States, the book provides a unique road map for the data acquisition user. The authors give a clear and concise description of the CAN protocol plus a review of all 19 parts of the SAE International J1939 standard family. Pertinent standards are illuminated with tables, graphs and examples. Practical applications covered are calculating fuel economy, duty cycle analysis, and capturing intermittent faults. A comparison is made of various diagnostic approaches including OBD-II, HD-OBD and World Wide Harmonized (WWH) OBD. Data Acquisition from HD Vehicles Using J1939 CAN Bus is a must-have reference for those interested to acquire data effectively from the SAE J1939 equipped vehicles.