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Digital Twin Modeling of a Solar Car Based on the Hybrid Model Method with Data-Driven and Mechanistic
applied sciences Article Digital Twin Modeling of a Solar Car Based on the Hybrid Model Method with Data-Driven and Mechanistic Luchang Bai, Youtong Zhang *, Hongqian Wei , Junbo Dong and Wei Tian Laboratory of Low Emission Vehicle, Beijing Institute of Technology, Beijing 100081, China; [email protected] (L.B.); [email protected] (H.W.); [email protected] (J.D.); [email protected] (W.T.) * Correspondence: [email protected] Featured Application: This technology is expected to be used in energy management of new energy vehicles. Abstract: Solar cars are energy-sensitive and affected by many factors. In order to achieve optimal energy management of solar cars, it is necessary to comprehensively characterize the energy flow of vehicular components. To model these components which are hard to formulate, this study stimulates a solar car with the digital twin (DT) technology to accurately characterize energy. Based on the hybrid modeling approach combining mechanistic and data-driven technologies, the DT model of a solar car is established with a designed cloud platform server based on Transmission Control Protocol (TCP) to realize data interaction between physical and virtual entities. The DT model is further modified by the offline optimization data of drive motors, and the energy consumption is evaluated with the DT system in the real-world experiment. Specifically, the energy consumption Citation: Bai, L.; Zhang, Y.; Wei, H.; error between the experiment and simulation is less than 5.17%, which suggests that the established Dong, J.; Tian, W. Digital Twin DT model can accurately stimulate energy consumption. Generally, this study lays the foundation Modeling of a Solar Car Based on the for subsequent performance optimization research. -
Thin Film Silicon Solar Cells: Advanced Processing and Characterization - 26 101191 / 151399
April 2008 Photovoltaic Programme Edition 2008 Summary Report, Project List, Annual Project Reports 2007 (Abstracts) elaborated by: NET Nowak Energy & Technology Ltd. Cover: Zero-Energy Building: Support Office of Marché International, Kemptthal / ZH 44,6 kWp Solar Power System with Thin Film Solar Cells (Photos: Front cover: SunTechnics Fabrisolar, Back cover: Büro für Architektur Beat Kämpfen, Photo Willi Kracher) Prepared by: NET Nowak Energy & Technology Ltd. Waldweg 8, CH - 1717 St. Ursen (Switzerland) Phone: +41 (0) 26 494 00 30, Fax. +41 (0) 26 494 00 34, [email protected] on behalf of: Swiss Federal Office of Energy SFOE Mühlestrasse 4, CH - 3063 Ittigen postal addresse: CH- 3003 Bern Phone: 031 322 56 11, Fax. 031 323 25 00 [email protected] www.bfe.admin.ch Photovoltaic Programme Edition 2008 Summary Report, Project List, Annual Project Reports 2007 (Abstracts) Contents S. Nowak Summary Report Edition 2008 Page 5 Annual Project Reports 2007 (Abstracts) Page C. Ballif, J. Bailat, F.J. Haug, S. Faÿ, R. Tscharner Thin film silicon solar cells: advanced processing and characterization - 26 101191 / 151399 F.J. Haug, C. Ballif Flexible photovoltaics: next generation high efficiency and low cost thin 27 film silicon modules - CTI 8809 S. Olibet, C. Ballif High efficiency thin-film passivated silicon solar cells and modules - 28 THIFIC: Thin film on crystalline Si - Axpo Naturstrom Fonds 0703 C. Ballif, F. J. Haug, V. Terrazzoni-Daudrix FLEXCELLENCE: Roll-to-roll technology for the production of high efficiency 29 low cost thin film silicon photovoltaic modules - SES-CT-019948 N. Wyrsch, C. Ballif ATHLET: Advanced Thin Film Technologies for Cost Effective Photovoltaics - 30 IP 019670 A. -
Barbados Sustainable Energy Industry Market Assessment Report
Barbados Sustainable Energy Industry Market Assessment Report In preparation of the GEF Project No. 9648: “Strategic Platform to Promote Sustainable Energy Technology Innovation, Industrial Development and Entrepreneurship in Barbados” Final report: 19 March 2018 Procurement Notice Ref. No.: 7000002430 Submitted by ConPlusUltra GmbH Written by: Josef Buchinger, David Ince, Leisa Perch and Brigitte Hatvan UNIDO Project Contact: Martin Lugmayr, [email protected], Laia Barbara, [email protected] MIICS Project Contact: Rodney Payne, Senior Administrative Officer, [email protected] Barbados Sustainable Energy Industry Market Assessment Report Table of Contents Table of Contents ............................................................................................................................................................. 1 Acronyms ......................................................................................................................................................................... 4 Units and nomenclature .................................................................................................................................................. 4 1 Introduction ................................................................................................................................................................. 5 1.1 Objective of the assignment ............................................................................................................................... 5 2 -
US Photvoltaic Patents
NRELlTP-210-4469 UC Category: 270 DE91015013 December 1991 u.s. Photovoltaic Patents: 1988-1990 Produced by the Photovoltaics Division National Renewable Energy Laboratory 1617 Cole Boulevard Golden. CO 80401-3393 A Division of Midwest Research Institute Operated for the U.S. Department of Energy Under Contract No. DE-AC02-83CH10093 Contents Introduction....................... ...........................iii Photovoltaic Patents 1988-1990.................................. 1 Indexes Assignee Index .......................................76 Inventor Index.......... ..............................84 Subject Index...................... .. ................106 I I U.S. Patent Oec. 6, 19�J Sheel I or J 4.419.532 FIG. I n� U.S. pa.te ,,,12/!. \ F'IG.2 It! ii Contents Introduction This document contains U.S. patents on terrestrial • Cell Components (metalization, substrates, conduc photovoltaic (PV) power applications, including systems, tive coatings, anti reflective coatings) components, and materials, as well as manufacturing • Cell Enhancement Techniques (surface and grain and support functions. boundary paSSivation, annealing) • Materials Production and Processes (purification, The patent entries in this document were Issued from deposttion, doping) 1988 through 1990. The entries were located by search • Characterization and Analysis ing USPA, the data base of the U.S. Patent Office. The final search retrieved all patents under the class "Batter Collectors ies, Thermoelectric and Photoelectric" and the sub classes "Photoelectric," "Testing," and IIApplications." • Flat-Plate Collectors (design, components, produc The search also located patents that contained the words tion) "photovoltaic(s)" or "solar cell(s)" and their derivatives. • Concentrator Collectors (design, components, A manual search of the patents In the Solar Energy production) Research Institute (SERI) patent file augmented the data • Optics and Trackers (lenses, reflectors, tracking base search. -
A New Direction for Renewable Energy
A New Direction For Renewable Energy . Conserving the worlds carbon . At our current usage of carbon their will be no carbon left on this planet in approx 7000 years time. Carbon is the building block of life. This is why we need renewable energy & electric propulsion. AUSI, Australien Universal Space Industries have developed the latest state of the art robotic systems for constructing renewable energy infrastructure. Robotic Renewable Energy Infrastructure Construction . Evolutionary swarm robotics basics . In days gone by & still in these days & hopefully for many years into the future the demoscene has stamped its way into computer immortality. Using complex discrete mathamatics computer programmers are able to push the limits of computational power & produce awe inspiring display hacks. http://www.demoscene.tv/ What started out as abit of tinkering with computers by enthusiasts & hobbyists resulted in attaining government & corporate sponsorship, however has government & corporate sponsorship reduced the creativity of the demoscene ? The demoscene was around before youtube or googlevid & even the internet. What makes the Demoscene stand out from the rest is that computer generated music was blended with computer generated graphics. Three types of ppl make a demo work. [1] coders [2] graphicians [3] musicians And these days many old demo group groupies now work with mathematicians, data miners, scientists & engineers to create EEA Exploratory Engineering Applications . The Magical Seven These Days Comprise Of . [1] coders [2] graphicians [3] musicians [4] mathematicians [5] data miners [6] scientists [7] engineers EEA Exploratory Engineering Applications are still esoteric but do provide humanity a possible alternative reality apart from the traditional highway to hell. -
(12) United States Patent (10) Patent No.: US 8,220,569 B2 Hassan (45) Date of Patent: Jul
USOO8220569B2 (12) United States Patent (10) Patent No.: US 8,220,569 B2 Hassan (45) Date of Patent: Jul. 17, 2012 (54) GREEN ELECTRIC VEHICLE UTILIZING 4,592,436 A * 6/1986 Tomei ............................ 1802.2 MULTIPLE SOURCES OF ENERGY D374,656 S 10, 1996 Richardson 5,680,032 A * 10/1997 Pena ............................... 290,52 5,680,908 A 10, 1997 Reed (76) Inventor: M. Hassan Hassan, Windermere, FL 6,138,781 A * 10/2000 Hakala ........................... 1802.2 (US) 6,831,221 B2 * 12/2004 Hulen ......... ... 136,253 6.857,492 B1* 2/2005 Liskey et al. ................. 180,165 (*) Notice: Subject to any disclaimer, the term of this 7,445,064 B2 11/2008 Kim patent is extended or adjusted under 35 7,493.974 B1 2/2009 Boncodin U.S.C. 154(b) by 288 d 7,605,493 B1 10/2009 Boudreaux .S.C. 154(b) by ayS. 7,810,589 B2 * 10/2010 Frierman ....................... 1802.2 2007,0261896 A1* 11/2007 Shaffer et al. ... 1802.2 (21) Appl. No.: 12/819,174 2010, 0006351 A1* 1 2010 Howard ...... ... 1802.2 2011/0100.731 A1* 5, 2011 Hassan .......................... 1802.2 (22) Filed: Jun. 18, 2010 FOREIGN PATENT DOCUMENTS (65) Prior Publication Data GB 2126963. A 4f1984 US 2011/0309786 A1 Dec. 22, 2011 * cited by examiner (51) Int. Cl. Primary Examiner — J. Allen Shriver, II B60L. 8/00 (2006.01) Assistant Examiner — Emma K Frick (52) U.S. Cl. ...................................... 180/2.2: 180/65.31 (58) Field of Classification Search ................... 1802.1 (57) ABSTRACT 180/2.2, 65.1, 65.31, 165; 290/55, 4 R; 136/291 The present disclosure includes an electric vehicle without an See application file for complete search history. -
Home Power #18 • August/September 1990 Home Power
Support HP Advertisers! REAL GOODS AD FULL PAGE 2 Home Power #18 • August/September 1990 Home Power THE HANDS-ON JOURNAL OF HOME-MADE POWER People Contents Albert Bates From Us to You- Oregon Country Fair - 4 Sam Coleman Lane S. Garrett Solar Vehicles– 1990 American Tour de Sol – 7 Chris Greacen Electric Vehicles– The Shocking Truth – 11 Nancy Hazard Scott Hening PVs– The State of the PV Industry – 15 Kathleen Jarschke-Schultze Systems– Alternative Power on a Crusing Sailboat – 16 Stan Krute William Oldfield Systems– Remote Area Power Systems in New Zealand – 21 David MacKay Code Corner– The Shocking Story of Grounding – 26 Karen Perez Richard Perez Things that Work! – The Select-A-Tenna – 28 John Pryor Bob-O Schultze Wiring– Specing PV Wiring – 31 Ann Schuyler HP Subscription Form – 33 Wally Skyrman Gary Starr Basic Electric– How to Solder – 35 Toby Talbot Happenings – Renewable Energy Events - 39 Michael Traugot Larisa Walk Energy Fairs– Updates and Reports – 40 John Wiles System Shorties– Quickies from HP Readers – 44 Issue Printing by Valley Web, Medford, OR Homebrew – Shunt Regulator & Q-H Lamp Conversion – 46 Books– Essential and Entertaining RE Reading – 49 Legal While Home Power Magazine strives INDEX– Index to HP#12 through HP#17 – 50 for clarity and accuracy, we assume no responsibility or liability for the usage of Glossary– Definitions of Home Power Terms – 52 this information. the Wizard Speaks & Writing for HP - 56 Copyright © 1990 by Home Power Magazine, POB 130, Hornbrook, CA Letters to Home Power – 57 96044-0130. All rights reserved. Contents may not Home Power's Business - 63 be reprinted or otherwise reproduced without written permission . -
NREL Information Resources Catalogue 1999
About the Catalogue The National Renewable Energy Laboratory’s (NREL) sixth annual Information Resources Catalogue can help keep you up-to-date on the research, development, opportunities, and National Renewable Energy Laboratory available technologies in energy efficiency and renewable energy. The catalogue includes 1617 Cole Boulevard five main sections with entries grouped according to subject area. Golden, Colorado 80401-3393 Most of the publications in this catalogue—and many others on energy efficiency and NREL is a U.S. Department of Energy National Laboratory renewable energy—can be found on Web sites developed and/or maintained by NREL. The first Operated by Midwest Research Institute • Battelle • Bechtel section provides a listing of these “Internet Resources,” which is especially helpful if you’d like to access information quickly. You can also access the latest information using these resources. NREL/BK-310-27838 March 2000 A good place to start a search for information is on NREL’s Publications Database at www.nrel.gov/publications/. The second section provides concise descriptions of the “General Interest Publications” produced by NREL during its 1999 fiscal year. These publications highlight the advances in energy NOTICE: This report was prepared as an account of work sponsored by an agency of the United States government. Neither the United States efficiency and renewable energy technologies, as well as the NREL and U.S. Department of Energy government nor any agency thereof, nor any of their employees, makes (DOE) programs that encourage their advancement and use. any warranty, express or implied, or assumes any legal liability or responsibility for the accuracy, completeness, or usefulness of any information, apparatus, product, or process disclosed, or represents that its The last three sections in the catalogue—“Technical Reports,” “Conference Papers, Journal use would not infringe privately owned rights. -
Multidisciplinary Design Optimization of an Extreme Aspect Ratio HALE UAV
MULTIDISCIPLINARY DESIGN OPTIMIZATION OF AN EXTREME ASPECT RATIO HALE UAV A Thesis presented to the Faculty of the California Polytechnic State University, San Luis Obispo In Partial Fulfillment of the Requirements for the Degree Master of Science in Aerospace Engineering by Bryan J. Morrisey June 2009 © 2009 Bryan J. Morrisey ALL RIGHTS RESERVED ii COMMITTEE MEMBERSHIP Title: Multidisciplinary Design Optimization of an Extreme Aspect Ratio HALE UAV Author: Bryan J. Morrisey Date Submitted: June 2009 Committee Chair: Dr. Robert A. McDonald Committee Member: Dr. David D. Marshall Committee Member: Dr. Tim Takahashi Committee Member: Dr. John Dunning iii ABSTRACT Multidisciplinary Design Optimization of an Extreme Aspect Ratio HALE UAV Bryan J. Morrisey Development of High Altitude Long Endurance (HALE) aircraft systems is part of a vision for a low cost communications/surveillance capability. Applications of a multi payload aircraft operating for extended periods at stratospheric altitudes span military and civil genres and support battlefield operations, communications, atmospheric or agricultural monitoring, surveillance, and other disciplines that may currently require satellite-based infrastructure. Presently, several development efforts are underway in this field, including a project sponsored by DARPA that aims at producing an aircraft that can sustain flight for multiple years and act as a pseudo-satellite. Design of this type of air vehicle represents a substantial challenge because of the vast number of engineering disciplines required for analysis, and its residence at the frontier of energy technology. The central goal of this research was the development of a multidisciplinary tool for analysis, design, and optimization of HALE UAVs, facilitating the study of a novel configuration concept. -
Solar and Fuel Cells Technology Fundamentals & Design
PDHonline Course E512 (8 PDH) _______________________________________________________________________________ Solar and Fuel Cells Technology Fundamentals & Design Instructor: Jurandir Primo, PE 2016 PDH Online | PDH Center 5272 Meadow Estates Drive Fairfax, VA 22030-6658 Phone & Fax: 703-988-0088 www.PDHonline.org www.PDHcenter.com An Approved Continuing Education Provider www.PDHcenter.com PDHonline Course E512 www.PDHonline.org SOLAR AND FUEL CELLS TECHNOLOGY FUNDAMENTALS & DESIGN CONTENTS: CHAPTER 1 – SOLAR ENERGY I. INTRODUCTION II. SOLAR ENERGY TIMELINE III. SOLAR POWER PANELS IV. LARGE SOLAR POWER SYSTEMS V. SOLAR ENERGY INTEGRATION VI. SOLAR THERMAL PANELS VII. SOLAR ENERGY APPLICATIONS VIII. SOLAR SYSTEMS INSTALLATION IX. BASIC ELECTRICITY – OHM´S LAW AND POWER X. SOLAR PANELS DESIGN XI. HOW TO WIRE THE SOLAR PANELS CHAPTER 2 – FUEL CELLS TECHNOLOGY I. INTRODUCTION II. FUEL CELLS HISTORY III. MAIN FUEL CELLS TYPES IV. OTHER FUEL CELLS DEVELOPMENT V. FUEL CELLS BASIC CHARACTERISTICS VI. FUEL CELLS GENERAL APPLICATIONS VII. HYDROGEN PRODUCTION METHODS VIII. HYDROGEN USE IN FUTURE IX. LINKS AND REFERENCES ©2016 Jurandir Primo Page 1 of 76 www.PDHcenter.com PDHonline Course E512 www.PDHonline.org CHAPTER 1 - SOLAR ENERGY: 1. INTRODUCTION: Solar energy is the technology used to harness the sun's energy and make it useable, using a range of ever-evolving technologies such as, solar heating, photovoltaics, solar thermal energy, solar ar- chitecture and artificial photosynthesis. It is an important source of renewable energy, whose tech- nologies are broadly characterized as, either passive solar or active solar depending on the way they capture and distribute solar energy or convert it into solar power. The passive solar techniques include orienting architecture to the sun, selecting materials with favorable thermal mass or light dispersing properties, and designing spaces that naturally circulate air. -
Construction Tips
Construction Tips When you begin designing your solar car, a few ideas must be taken into consideration to maximize the speed of the vehicle, including the following: 1. Weight of the solar car 2. Direction of the sun 3. Addition of Reflectors 4. Setting up the Guide Wire There will be tradeoffs when designing your vehicle. For example, a lighter car in weight will go faster than a heavier car. However, adding reflectors that increase the weight also can increase the power output (increases in the power may lead to an increase in rotation per minute (RPM)). It is highly recommended that you test your vehicle several times with a guide wire before the day of the race to ensure all components remain attached and your eyelet does not prevent the solar car from traveling the length of the course. One last note to remember is that mistakes are OK! Learning from our failures is part of the process to creating a successful solar car. Weight of the solar car: There is no limit to the weight of the vehicle in the regulations, however, a larger weight will cause more friction between the wheels and ground which will result in lower speeds and the larger weight results in a larger inertia to overcome, decreasing the acceleration. Think about the type of materials you would like to use to increase the speed as much as possible. Be as creative as possible and attempt to use recycled materials, they will earn you points during the holistic review of your solar vehicle. On another note, if you decide to add reflectors on your vehicle, consider the minimum amount of weight that will lead to the highest power outputs. -
Mit Solar Electric Vehicle Team
MIT SOLAR ELECTRIC VEHICLE TEAM The MIT Solar Electric Vehicle Team (SEVT) TEAM GOALS: is a student organization dedicated to • Facilitate continuous demonstrating the viability of alternative innovation and deve- energy-based transportation. The team was lopment in all fields founded in 1985 and since 1993 has worked related to solar under the auspices of MIT’s Edgerton electric vehicles Center. through international participation and We build each vehicle from the ground competition up, allowing us to apply our theoretical knowledge while gaining hands-on • Give our sponsors manufacturing experience and project publicity through management skills. Team members work positive exposure and with professors and industry to overcome press coverage. the design and fabrication challenges • Provide members of inherent to this complex project. Since the MIT community its creation, the SEVT has built nearly 15 with incomparable vehicles and competed successfully in experience in engin- national and international races, most eering, management, recently the 2015 World Solar Challenge in marketing, and Austrailia. We are currently constructing business. our newest race vehicle for competition in the 2017 World Solar Challenge. • Be active in the com- munity, promoting We share our enthusiasm for applied alternative energy and engineering and renewable technologies by transportation. actively reaching out to local schools and • Inspire children the Greater Boston community. Through to pursue careers our interactions, we hope to educate in science and the public about alternative energy and engineering. transportation, as well as inspire the next generations of innovators. WHAT IS SOLAR RACING? In a solar car race, highly specialized Each solar car is accompanied by provement in efficiency and perfor- vehicles that run entirely on solar lead and chase vehicles to provide mance of their vehicles.