Enhanced Machine Learning and Data Mining Methods for Analysing Large Hybrid Electric Vehicle Fleets based on Load Spectrum Data

Enhanced Machine Learning and Data Mining Methods for Analysing Large Hybrid Electric Vehicle Fleets based on Load Spectrum Data
Publisher: Springer
Authors: Philipp Bergmeir
Published on: 2017-12-01
Page Count: 166 pages
Print Type: BOOK
Maturity Rating: NOT_MATURE
Language: en
Embeddable: Yes
PDF Available: Yes
EPUB Available: No
ISBN-13: 9783658203672
ISBN-10: 3658203676
... (X431 ≥ Q0.261)∧(X432 ≥ Q0.848) 22 1.000 RFOOBRIPPER (X431 ≥ Q0.180)∧(X432 ≥ Q0.848) 24 1.000 RFRIPPER (X431 ≥ Q0.180)∧(X432 ≥ Q0.848) 24 1.000 C5.0rules (X431 > Q0.117)∧(X432 > Q0.848)∧(X540 > Q0.849) 25 0.581 RFOOBC5.0rules ...

Related books - Readers Also Liked

Fast Charging Infrastructure for Electric and Hybrid Electric Vehicles: Methods for Large Scale Penetration into Electric Distribution Networks

... IEC 61000-4-30 : 2022 gives the requirements of metering instruments used for supra - harmonics . Annex C of the draft IEC 61000-4-30 : 2022 gives the functional design and specification for measurements in the range of 2-9 kHz for ...

Electrical Load-Curve Coverage: Proceedings of the Symposium on Load-Curve Coverage in Future Electric Power Generating Systems, Organized by the Committee on Electric Power, United Nations Economic Commission for Europe, Rome, Italy, 24 – 28 October 1977

Proceedings of the Symposium on Load-Curve Coverage in Future Electric Power ... electrical power supply is characterized by changes in three directions. The first ... ANALYSIS The pre-requisite for a suitable model to optimize power system ...

Hello! Bread Machine Land: 365 Days of Easy Bread Machine Recipes (Bread Machine Book, Bread Machine Recipe Book, Best Bread Machine Cookbook, Bread Machine Maker)

SALE! 80% OFF 5.99 0.99 Read this book for FREE on the Kindle Unlimited NOW ~ DOWNLOAD FREE eBook (PDF) included ILLUSTRATIONS of 365 recipes right after conclusion ! Why do I call it is a party? Let's discover the book "Hello!

Test and Evaluation of Hybrid Electric Urban Transit Vehicle: A Report on Vehicle Performance

... Professor of Mechanical Engineering , Univ . of Florida 9. Performing ... ( UF ) . The Urban Mass Transportation Administration ( UMTA ) , through a ... evaluations were performed by the UF . The test program was designed to accumulate data ...

Load Testing of Bridges: Proof Load Testing and the Future of Load Testing

... AASHTO Manual was generally used in this study, there are no specific ... Highway and Transportation Officials (AASHTO) (1983) Standard Specifications for Highway Bridges, 13th edition ... 17th edition. AASHTO, Washington, DC. American ...

The Dortmund Lumbar Load Atlas: A Contribution to Objectifying Lumbar Load and Load-Bearing Capacity for an Ergonomic Work Design of Manual Materials Handling

... kN max. sagittal shear force at L5-S1 in kN max. lateral shear force at L5-S1 in kN object 0 kg 5 kg 10 kg 15 kg 0 kg 5 kg 10 kg 15 kg 0 kg 5 kg 10 kg 15 kg ... duration to shoulder height (140 cm) static -0.39 -0.47 0.01 0.09 0.18 0.27 ...

Data Science: A Comprehensive Guide to Data Science, Data Analytics, Data Mining, Artificial Intelligence, Machine Learning, and Big Data

Some of the topics covered in part 1 of this book include: What is Data Science? What Exactly Does a Data Scientist Do? A Look at What Data Analytics Is All About What is Data Mining and How Does It Fit in with Data Science?

Data Science for Business: Predictive Modeling, Data Mining, Data Analytics, Data Warehousing, Data Visualization, Regression Analysis, Database Querying, and Machine Learning for Beginners

In this guidebook, you will discover more about data science and how to get started in this field. This book will discuss the following topics: What is data science?

Big Data: A Guide to Big Data Trends, Artificial Intelligence, Machine Learning, Predictive Analytics, Internet of Things, Data Science, Data Analytics, Business Intelligence, and Data Mining

Are you intrigued by the idea of building a career around big data and data science, but you just don't understand it? If so, this book could be what you are looking for.

Ana ́lisis de modelos y orientaci ́on ma ́s alla ́

... alcantarillado o las TIC. Según la definición oficial, la infraestructura crítica es un término utilizado para describir los activos que son esenciales para el funcionamiento de una sociedad y una economía. Las siguientes instalaciones ...

A Microcontroller Based Control System for a Split Parallel Hybrid Electric Vehicle

... LM7808 voltage regulator . The 5V supply originates from the STK 300 development board . Both the STK 300 board and LM7808 are powered by the 12V car battery . The DAC uses a 12 - bit input . The two least significant bits are grounded ...

Dear, Bread Machine Diary: Make an Awesome Month with 31 Easy Bread Machine Recipes! (Bread Machine Book, Bread Machine Recipe Book, Best Bread Machine Cookbook)

From the fact that I often write diaries to save every moment in life, especially whenever I walk into the kitchen, I make the series "Dear, Diary"! You are holding your hand the book "Dear, Bread Machine Diary Volume 1" in the series.

Predictive Analytics: The Secret to Predicting Future Events Using Big Data and Data Science Techniques Such as Data Mining, Predictive Modelling, Statistics, Data Analysis, and Machine Learning

But without a good analysis of that data, and without some time to really figure out what trends and insights are inside all of it, that data becomes worthless. This is where predictive analytics is going to come in handy.

Data Science From Scratch: The First Book For Beginners With Techniques For A Smarter Faster Way To Learn Data Analysis, Data Mining, Big Data For Business, Analytics Principles And Machine Learning

More specifically this book will take you through: Which specific tools and analysis you need to know Various aspects involved in Data Mining Types, Quality and Data Preprocessing Things you must know for machine learning to be successful ...

Learning Culture and Language through ICTs: Methods for Enhanced Instruction: Methods for Enhanced Instruction

... maker's plot commentary. However, following her introduction of the situation of the marked character (tells a story about a girl, Violet who aims at being a songwriter), the text-maker initially overlooks the precipitating plot event ...

Mining Laws and Forms: Being a Compilation of the Statutes of California and Territory of Nevada, in Reference to Mining Corporations, Canal Companies, Assessments, Mining Partnerships, Transfer Agencies, Changing Principal Place of Business, Mineral Lands, Conveyances Of, and Actions Respecting Mining Claims, Taxation, Foreign Min

... action may remain undetermined in any Court . The Court in which the action may be pending shall have authority , upon the application of either party with two days ' notice to the other , from time to time , to make such orders for the ...

Advances in Data Mining: Applications in Image Mining, Medicine and Biotechnology, Management and Environmental Control, and Telecommunications; 4th Industrial Conference on Data Mining, ICDM 2004, Leipzig, Germany, July 4-7, 2004, Revised Selected Papers

... (9): Di ws profile_aspect i ),( CT k CTSIM ),( K ... pro- file similarity measure SIM profile (T,CTK . 3. Taking an average of the two rankings, as shown in Equation (10). R SIM event ( T , C ) + RSIM Applying Case Based Reasoning Approach 19.

Advances in Data Mining: Applications in Image Mining, Medicine and Biotechnology, Management and Environmental Control, and Telecommunications; 4th Industrial Conference on Data Mining, ICDM 2004, Leipzig, Germany, July 4-7, 2004, Revised Selected Papers

... Car Warranty Claims Mercedes-Benz's warranty database (DB1) contains the complete repair history of every Mercedes vehicle during warranty time (at least first 12 months after initial registration, another 12 months depending on mileage) ...

Machine Learning For Beginners: Easy Guide of ML, Deep Learning, Data Analytics and Cyber Security in Practice.Modern Approach of Neural Networks, Predictive Modeling and Data Mining with 50 Key Terms

This book, Machine Learning For Beginners, provides an answer to these questions and beliefs detailing how scientists have made this learning practical where it seemed impossible.

Motor Vehicle Safety 1985. A Report on Activities Under the National Traffic and Motor Vehicle Safety Act of 1966, as Amended and the Motor Vehicle Information and Cost Savings Act, as Amended. January 1, 1985 - December 31, 1985

... Truck Driver's Guide on the Use of Retarders " was published . The manual tells a driver how to obtain the maximum benefit from a retarder and how to avoid potential misuse of the device . A series of reports documenting the agency's ...

Motor Vehicle Safety 1988. A Report on Activities Under the National Traffic and Motor Vehicle Safety Act of 1966, as Amended and the Motor Vehicle Information and Cost Savings Act, as Amended. January 1, 1988 - December 31, 1988

... 88 FY 85 FY 86 FY 87 FY 88 0. Contract Number DTNH22-88C - 07273 Contractor Project Title Dunlap and Associates , Inc. Steps for Increasing Occupant Protection System Use Dates Start - Completion 01 / 24 / 88-09 / 08 / 90 DTNH22-88C ...

Artificial Intelligence and Machine Learning for Business: The Ultimate Guide to Use Data Science for Business Through Applied Artificial Intelligence. Includes Big Data and Data Mining for Business

This book is filled with real-life examples to help you understand the nitty-gritty of all the concepts as well as names and description of multiple tools that you can further explore and selectively implement in your business to reap the ...

Hybrid Electric Vehicle System Modeling and Control

... GM GVW HC HD-UDDS HEV HPPC HWFET ICE IGBT La LI LP LV LW Li-ion LQC MCT MIMO MOSFET Design of experiment Dual overhead cam engine ... interference End-of-test criterion Environmental Protection Agency of the ... List of Abbreviations xix.

Hybrid Electric Vehicle System Modeling and Control

Wei Liu. Figure 4.30 The principle circuit of a four‐quadrant DC–DC converter with a DC motor load. (a) Principle circuit, (b) The quadrant Forward power control operates in the first quadrant, where MOSFET power switches Q1 and Q4 are ...

This website uses cookies and collects data for optimal performance. Your continued use signifies agreement to our Privacy Policy.