Truck Drivers' Behaviors and Rational Driving Assistance
|
|
|
- Muriel Moore
- 10 years ago
- Views:
Transcription
1 Truck Drivers' Behaviors and Rational Driving Assistance AE Project 1326 Annick Maincent Consultant in Cognitive Ergonomics Ph. D. student in Cognitive Psychology Laboratory for Studies and Analysis of Cognition and Models (LEACM) University Lyon 2 / Auxirbat Recherche 1
2 Project Organization Field of research: Human behaviors during truck driving activity in real and/or simulated situations Three main parts: 3 studies about economical and psycho-sociological factors in relation to rational driving and truck driver's job (separately report) A Ph D thesis in cognitive psychology about modeling truck drivers' behaviors in relation to a rational driving A Master of research in cognitive psychology to assess a new HMI: an haptic accelerator pedal (separately report) 2
3 Goal of Renault Trucks' Advanced Engineering To develop an adaptive eco-driving assistance system in order to help the driver to optimise his fuel consumption according to the best strategy Taking into account and integrating, in real time, driving styles, drivers' behavioural variability and data coming from the road environment through the Electronic Control Unit To design a new HMI based on force feed-back in accelerator pedal 3
4 PhD Thesis Approach "Research about interactions between technical progress and human behaviors with the idea of sustainable development: about the economical driving assistance of a truck" Focus on economical, psychological and cognitive aspects of truck drivers' behaviors in order to a rational driving Systemic approach of truck driving activity with the driver in the heart of the system Driver/Vehicle/Environment Pluri-disciplinary approach: Human Science are applied to Advanced Engineering from a behavioral point of view Multi dimensional methodology 4
5 Systemic Approach DRIVER Action Information ENVIRONMENT H.M.I. Human Machine Interface VEHICLE ASSISTANCE 5
6 Goal of Thesis Researches Providing Renault Trucks with a correct truck drivers' behavior model in relation to a rational driving Translation of driving behaviors into objective and measurable criteria Identification of bad behaviors that an assistance system can correct in order to decrease fuel consumption Designing behavioural models according to personality, cognitive and driving styles Validation of a workload index for truck driving activity 6
7 Rational Driving Optimisation of the global vehicle productivity : Optimisation of drivers' fuel consumption Optimisation of the use of the drive line components (braking, gear changes, use of engine speed, etc.) Optimisation of the ratio "delays for delivery/fuel consumption" Economy + Safety + Driving comfort 7
8 Experimental Plan 33 professional truck drivers Vehicle (38 T): Tractor Renault Premium Long Distance 420 dci+ trailer Route = 170 km/105,65 Miles (alt= m) divided in 2 sections: Route A = 92 km/57,17 Miles, highways and urban areas, Route B = 78 km/48,48 Miles, motorways Experimental procedure (+/- 4h30): driving (+/- 3h) & various questionnaires (+/- 1h30) Vehicle data recording in real time acquisition on a PC file Road environment data recording with observation grids 8
9 Experimental System Cognitive and conative factors Knowledge Workload Experience Questionnaires, Cognitive + Personality tests, Representations Workload Index Driving Behaviors Driver Behaviour Analysis Vector CANalyser Actopalm 9
10 Workload Driver Index (NASA TLX) DRIVING TASK Mental Demand Physical Demand Temporal Demand DRIVER Subjective Workload Effort Frustration Own Performance Workload Index Overall Score Mental Demand Physical Demand Temporal Demand Effort Frustration Performance 10
11 Results: Drivers' Workload Workload factors analysis according to the route (n = 33) 60 route A route B Route A = Varied roads Route B = Motorways 0 Mental Demand Physical Demand Temporal Demand Effort Frustration Loading factors Performance Overall Score Varied roads Overall Workload > Motorways OW Focus on mental & physical demands, effort & frustration on varied roads 11
12 8,0 6,0 Results: Driving Behaviors Comparison of consumption and speed, by driver, on the route A (all roads) Rational Behaviors Worst Behaviors 4,0 Gaps value 2,0 0,0-2,0-4,0-6,0-8,0 T3 T1 S14 S12 S22 S13 S25 S20 S23 S11 Drivers n= 33 S3 S24 S6 S10 S8 S1 T2 S26 Consumption S29 S27 S17 S16 S7 S2 S21 S30 Speed S28 S19 S5 S9 S18 S15 S4 Great inter-individual variability: Consumption and Speed Dissociation Consumption/Speed 12
13 Results: Psychological & Cognitive Factors No relation has been found between drivers' consumption and drivers' personality or cognitive styles Stress resistance of tested drivers very resistant: 1 driver resistant: 9 drivers Fairly resistant: 21 drivers Slightly resistant: 3 drivers Not at all resistant: 0 Studies (Renault + INSA Lyon) have shown that it is preferable for a driver to be stress resistant or fairly resistant than very, slightly or not resistant There is no difference between our drivers' pattern of personality and the male's average pattern (EPI sources) 13
14 Conclusions (1) Dissociation consumption/speed = 1. It is possible to reduce the fuel truck consumption without wasting time Drivers' consumption only depends on their own driving style (acceleration, braking, anticipation) = 2. It is not possible to select truck drivers from their personality or cognitive style Fuel consumption mainly depends on drivers' cognitive acquired automatisms = 3. Importance of first driving learning and rational driving trainings 14
15 Conclusions (2) One of the better solutions for reducing fuel consumption whoever drives the truck is to develop an adaptive assistance system for helping "bad" drivers without bothering "good" drivers especially on varied roads Do not overlook driving learning and trainings When the new system will be developed, make sure that it does not increase the drivers' workload Be careful of the Human Machine Interface 15
16 Interest Adaptation of a workload index for evaluating drivers' workload and failings of attention and vigilance induced by different technical systems (HMI, driving assistances, displays...) Design of a specific software for collecting and processing data by Vehicle ECU Updating of a database (signalisation, infrastructures...) for a simulation tool (Geode) Development of a new professional expertise in the firm The Psycho-Cognitive Ergonomics 16
BENEFIT OF DYNAMIC USE CASES TO EARLY DESIGN A DRIVING ASSISTANCE SYSTEM FOR PEDESTRIAN/TRUCK COLLISION AVOIDANCE
BENEFIT OF DYNAMIC USE CASES TO EARLY DESIGN A DRIVING ASSISTANCE SYSTEM FOR PEDESTRIAN/TRUCK COLLISION AVOIDANCE Hélène Tattegrain, Arnaud Bonnard, Benoit Mathern, LESCOT, INRETS France Paper Number 09-0489
DESIGN AND EVALUTION OF A NEW-GENERATION FUEL-EFFICIENCY SUPPORT TOOL. Mascha van der Voort and Martin van Maarseveen
DESIGN AND EVALUTION OF A NEW-GENERATION FUEL-EFFICIENCY SUPPORT TOOL Mascha van der Voort and Martin van Maarseveen Department of Civil Engineering & Management University of Twente P.O. Box 217, 7500
How driver behaviour can impact your business
How driver behaviour can impact your business How s my driving? Traditionally, businesses that run a fleet of vehicles have had to rely on feedback, whether it s positive or negative, from members of the
QUANTITATIVE EVALUATION OF ECO-DRIVING ON FUEL CONSUMPTION BASED ON DRIVING SIMULATOR EXPERIMENTS
QUANTITATIVE EVALUATION OF ECO-DRIVING ON FUEL CONSUMPTION BASED ON DRIVING SIMULATOR EXPERIMENTS Toshihiro HIRAOKA*1, Yasuhiro TERAKADO*2, Shuichi MATSUMOTO*3, and Shigeyuki YAMABE*4 *1: Graduate School
HOW DRIVER BEHAVIOUR CAN IMPACT YOUR BUSINESS
HOW DRIVER BEHAVIOUR CAN IMPACT YOUR BUSINESS HOW S MY DRIVING? Traditionally, businesses that run a fleet of vehicles have had to rely on feedback, whether it s positive or negative, from members of the
Transport System. Transport System Telematics. Satellite vehicle supervision as a management tool in a transport company
Archives of Volume 7 Transport System Telematics J. MIKULSKI, A. KALAŠOVÁ Transport System Issue 4 November 2014 Satellite vehicle supervision as a management tool in a transport company J. MIKULSKI a,
23042012_WORKsmart_ECO_bro_UK. WORKsmart -Eco. Protecting the environment and your bottom line. Let s drive business. www.tomtom.
23042012_WORKsmart_ECO_bro_UK WORKsmart -Eco Protecting the environment and your bottom line www.tomtom.com/business Let s drive business Content 2 How green is your business? 3 Optimise vehicle utilisation
Modeling the Relation Between Driving Behavior and Fuel Consumption
WHITE PAPER Modeling the Relation Between Driving Behavior and Fuel Consumption Many companies are investing in coaching services for professional drivers with the goal of teaching them how to reduce fuel
A GUIDE TO MACK TELEMATICS
A GUIDE TO MACK TELEMATICS Have you ever wondered how you can possibly manage and monitor all your drivers needs when they re out on the road? Historically, fleet managers have had no way to keep up to
Cut fleet operating costs. Let your truck tell you how.
Scania Services Scania Fleet Management Cut fleet operating costs. Let your truck tell you how. Not all the products and services mentioned in this brochure may be available in all markets. For details
Vehicle Monitoring THE FLEET MANAGER THAT NEVER SLEEPS. vehicle-monitoring.co.uk
Vehicle Monitoring THE FLEET MANAGER THAT NEVER SLEEPS vehicle-monitoring.co.uk Total real-time fleet visibility and detailed driver behaviour analysis will help deliver operational efficiencies, cost
Carbon emissions. A practical guide for fleet operators and drivers. Photography by Bob McCaffrey on Flickr
Carbon emissions A practical guide for fleet operators and drivers Photography by Bob McCaffrey on Flickr Road haulage carbon emissions With the Government highly-focused on reducing the UK s carbon emission
Star rating driver traffic and safety behaviour through OBD and smartphone data collection
International Symposium on Road Safety Behaviour Measurements and Indicators Belgian Road Safety Institute 23 April 2015, Brussels Star rating driver traffic and safety behaviour through OBD and smartphone
Scania Fleet Management. because details matter. Scania Fleet Management. Scania Services. Dedicated all the way.
Scania Services. Dedicated all the way. Scania Fleet Management Scania Singapore Pte Ltd 40, Senoko Road Singapore 758112 Tel: +65 6861 9181 www.scania.com.sg 10.1% SPEED 13.5% IDLING 27508 KM DISTANCE
CELEBRATING YEARS MARKET LEADERSHIP 1989-2013
CELEBRATING YEARS MARKET LEADERSHIP 1989-2013 WHAT IS TELEMATICS? Telematics is the use of a device (black box) that collects and transmit data about how a vehicle is performing, the speed and distance
Smart Transport ITS Norway
www.steria.com Smart Transport ITS Norway Intelligent Transport Systems for all users Pierre Basquin Steria Steria Delivering IT and business process outsourcing services We provide a full range of IT
Simulator Training Emergency Vehicles Exclusion Criteria (T1)
Exclusion (T1) Exclusion (T1) A) This programme is limited to skills training only. The driving activities are practiced until they are carried out perfectly. B) The programme is clearly aimed at sporting
MiX Telematics Why use Telematics
MiX Telematics Why use Telematics Agenda Advantages of Telematics The Black Box Web Based Ease of use Reporting - Safety Reporting - Utilisation Tracking Rovi Vision Advantages of Telematics to an organisation
Level 2 Award in Safe Driving at Work
Level 2 Award in Safe Driving at Work Student notes (sample) www.britsafe.org Membership Training Qualifications Audit and Consultancy Audit and Policy Consultancy and Opinion Policy Awards and Opinion
The Impact Of Measuring Driver And Vehicle Behavior
The Impact Of Measuring Driver And Vehicle Behavior Why Businesses are Investing in Fleet Data A Teletrac Whitepaper The Impact Of Measuring Driver And Vehicle Behavior Data has many meanings. Virtually
29082012_WF_reporting_bro_UK. www.tomtom.com/telematics
29082012_WF_reporting_bro_UK www.tomtom.com/telematics T E L E M AT I C S WEBFLEET Reporting Let s drive business WEBFLEET Reporting Difficult business decisions are much more straightforward with TomTom
Effect of Physical and Mental Workload. Interactions on Human Attentional Resources. and Performance
Effect of Physical and Mental Workload Interactions on Human Attentional Resources and Performance A thesis submitted for the degree of Doctoral of Philosophy By Abdulrahman Basahel School of Engineering
Van fleet management guide. cut business costs through improved van fleet management
cut business costs through improved van fleet management Contents Business case 02 Getting started: setting benchmarks 03 Van choice 04 Van management 07 Introduction Vans are the workhorse of our economy.
Introduction. Why Focus on Heavy Trucks?
Introduction Heavy-duty long-haul trucks are critical to the movement of the Nation s freight. These vehicles, which currently consume about 10 percent of the Nation s oil, are characterized by high fuel
Academic Reading sample task Identifying information
A B C D E There are now over 700 million motor vehicles in the world - and the number is rising by more than 40 million each year. The average distance driven by car users is growing too - from 8km a day
Author: Hamid A.E. Al-Jameel (Research Institute: Engineering Research Centre)
SPARC 2010 Evaluation of Car-following Models Using Field Data Author: Hamid A.E. Al-Jameel (Research Institute: Engineering Research Centre) Abstract Traffic congestion problems have been recognised as
Right of way for mobility. The Bus Rapid Transit (BRT) traffic concept. MAN kann.
Right of way for mobility. The Bus Rapid Transit (BRT) traffic concept. MAN kann. Crowded roads, traffic jams and stress are typical of the traffic situation in big cities the whole world over. The increasing
Clutch Systems. Innovative Solutions for All Roads
Aftermarket Aftermarket Aftermarket P r o d u c t i o n Gearing up for Tomorrow LuK supplies components and systems for vehicle drivetrains around the world. When Georg and Wilhelm Schaeffler founded LuK
REDUCING THE CARBON FOOTPRINT OF FREIGHT MOVEMENT THROUGH ECO-DRIVING
REDUCING THE CARBON FOOTPRINT OF FREIGHT MOVEMENT THROUGH ECO-DRIVING Kanok Boriboonsomsin June 25, 2015 1 TRANSFORMING THE TRANSPORTATION SYSTEM R E S E A R C H Producing state of knowledge white papers
Towards Safe and Efficient Driving through Vehicle Automation: The Dutch Automated Vehicle Initiative
Towards Safe and Efficient Driving through Vehicle Automation: The Dutch Automated Vehicle Initiative Raymond Hoogendoorn, Bart van Arem, Riender Happee, Manuel Mazo Espinoza and Dimitrios Kotiadis 30
New Renault Trucks Euro 5 range: cleaner, higherperformance
Information Presse Direction de la Communication Corporate New Renault Trucks Euro 5 range: cleaner, higherperformance vehicles The switch to Euro 5 is an opportunity for Renault Trucks to upgrade its
BEST PRACTICES & RECOMMENDATIONS FOR OPTIMIZING YOUR FUEL MANAGEMENT PROGRAM
WHITE PAPER WINTER 2015 BEST PRACTICES & RECOMMENDATIONS FOR OPTIMIZING YOUR FUEL MANAGEMENT PROGRAM WWW.MERCHANTSFLEETMANAGEMENT.COM 1.866.6LEASES 1.866.653.2737 OVERVIEW In our ever-evolving landscape,
A Guide to Route Planning and Fleet Management
A Guide to Route Planning and Fleet Management This guide shows how vehicle tracking systems can deliver fuel savings of up to 10% by helping to improve driver and vehicle productivity. VER01 TRAN RP_0409
Drivesave Frequently Asked Questions (FAQ)
Drivesave Frequently Asked Questions (FAQ) This FAQ document has been created to answer most of your questions on Drivesave. Should you not find the answer you re looking for, feel free to contact us on
solutions EFFIFUEL TM From a company of Michelin group
MICHELIN solutions at the IAAA Trade Show in Hanover, Germany September 23 October 2, 2014 EFFIFUEL TM From MICHELIN solutions Progress Report and Outlook Media Relations: + 333 1 45 66 22 22 EFFIFUEL
INTEGRATED OPEN DEVELOPMENT PLATTFORM FÜR TEIL- UND VOLLAUTOMATISIERTE FAHRZEUGANTRIEBE
INTEGRATED OPEN DEVELOPMENT PLATTFORM FÜR TEIL- UND VOLLAUTOMATISIERTE FAHRZEUGANTRIEBE PETER PRENNINGER A3PS MV - Peter Prenninger 2014-12-11 1 SUSTAINABILITY REQUIRES AN EFFICIENT MOBILITY SYSTEM Infrastructure
Intelligent Fleet Management Platform User Manual (V1.2)
Intelligent Fleet Management Platform User Manual (V1.2) 2015-01-28 1 / 54 Catolog I Introduction... 3 II Login Interface... 4 III Monitor... 5 IV Track... 8 V Report... 9 5.1 Trip Fuel Report by Car...
Professional navigation solutions for trucks and fleets
Professional navigation solutions for trucks and fleets are there tools that can get you through anything? Narrow roads, low bridges, no opportunities to turn around a lot of roads are not made for freight
Safe and Aware on the Bike
Safe and Aware on the Bike An advisory system for elderly cyclists for improving safety and comfort Ageing and Safe Mobility conference - BASt, Germany - November 27-28 2014, Stefanie de Hair, et al. (TNO)
IS YOUR FLEET FIT FOR THE LONG HAUL?
IS YOUR FLEET FIT FOR THE LONG HAUL? After turning to a GPS tracking system, it is important to maintain the initial benefits, particularly when it comes to continuing the improved driving standards that
A Study of Classification for Driver Conditions using Driving Behaviors
A Study of Classification for Driver Conditions using Driving Behaviors Takashi IMAMURA, Hagito YAMASHITA, Zhong ZHANG, MD Rizal bin OTHMAN and Tetsuo MIYAKE Department of Production Systems Engineering
Existing safety technology is the driverless vehicle already here? Matthew Avery Safety Research Director
Existing safety technology is the driverless vehicle already here? Matthew Avery Safety Research Director Automotive Safety Primary vs Secondary Safety Primary Safety Secondary Safety Tertiary Safety Pre-crash
NARROW AISLE FLEXI. The next generation in space saving efficiency
G4 The next generation in space saving efficiency G4 Europe s most popular articulated truck - now with industry leading features for enhanced and improved productivity. The Flexi G4 electric powered articulated
Commercial vehicles and CO 2
Commercial vehicles and European Automobile Manufacturers Association ACEA position Fuel Efficiency is Market Driven Fuel efficiency is one of the most important competitive factors in developing and selling
Ctrack ANZ GPS Tracking and Telematics solutions Bestrane On Demand Route Planning
Ctrack ANZ GPS Tracking and Telematics solutions Bestrane On Demand Route Planning Copyright Bestrane 2012 1 Global Reach Ctrack is a global leader in telematics technology delivering real efficiencies
Jochim Donner MOTIVA Tekniikantie 12 02151 Espoo Finland Phone: 00358 9 456 60 99 Fax: 00358 9 456 7008 E-mail: [email protected] Jochim Donner Ecodrive: Training, fleet management, fuel monitoring
Investors day. Investors Day. Marketing and economics Vice President Benoit CARON. January 8 th, 2004. January 8th, 2004 Page 29
Investors Day Marketing and economics Vice President Benoit CARON January 8 th, 2004-29 - January 8th, 2004 Page 29 Products: Renault Trucks in the future - 30 - January 8th, 2004 Page 30 Renault Trucks
Highways Agency. Initiatives in Incident Management. Wayne Norris Project Sponsor Traffic Incident Management (TIM) Team
Highways Agency Initiatives in Incident Management Wayne Norris Project Sponsor Traffic Incident Management (TIM) Team History of the Highways Agency Up to 1988 part of Department for Transport responsible
Depot Manager, Retail Company
Masternaut EcoDrive The complete solution for driving business change: advanced telematics, patented CANbus connectivity, consultancy and more with Masternaut EcoDrive It was a frustrating situation where
Energy efficient adaptive cruise control. utilizing V2X information
9th ITS European Congress, Dublin, Ireland, 4/7 June 2013 SP 0003 Energy efficient adaptive cruise control utilizing V2X information Philipp Themann 1*, Julian Bock 1, Lutz Eckstein 1 1. RWTH Aachen University
FleetBoard Vehicle Management Reduce consumption. Increase efficiency. For all brands.
A Daimler company FleetBoard Vehicle Management Reduce consumption. Increase efficiency. For all brands. best brand Optimal Fleet Management with FleetBoard! Perfectly Suited for Long-Distance, Distribution
DEFENSIVE DRIVING. It s an Attitude
DEFENSIVE DRIVING It s an Attitude RLI Design Professionals Design Professionals Learning Event DPLE 155 July 15, 2015 RLI Design Professionals RLI Design Professionals is a Registered Provider with The
Research Report. Impact of Vehicle Weight Reduction on Fuel Economy for Various Vehicle Architectures
Impact of Vehicle Weight Reduction on Fuel Economy for Various Vehicle Architectures Research Report Conducted by Ricardo Inc. for The Aluminum Association 2008-04 Impact of Vehicle Weight Reduction on
Electronic Service Tools Newsletter. New and ReCon Parts March 2013
Electronic Service Tools Newsletter New and ReCon Parts March 2013 1 Contents INSITE 8.0.0 Licensing Requirements Cummins Inc. Update Manager Issue INSITE Simulator Changes Tech Tips INSITE 7.6.1 Information
GE Capital. Drive Lightly and Reduce Your Fleet s Carbon Footprint. Fleet Manager Guide
GE Capital Drive Lightly and Reduce Your Fleet s Carbon Footprint Fleet Manager Guide Corporate Environmental Responsibility In today s business climate it is important for companies to be aware of their
Route Management. White Paper. More than just route optimization. www.fleetmind.com
Route Management More than just route optimization White Paper www.fleetmind.com Table of Contents Introduction from FleetMind...1 What is route management?...2 What are the potential savings/benefits?...3
Fit2Perform Business Proposition & Text Text Route to Market
Fit2Perform Business Proposition & Route to Market Michael McHugh Post Expo Paris September 2015 Who am I? Michael McHugh Product Delivery Manager for Fit2Perform Based at Imperial College London Wearable
Fleet Complete. Product Overview
Fleet Complete Product Overview What Is Fleet Complete Fleet Complete is your all-in-one fleet tracking, asset tracking and mobile workforce management solution. Track your assets, vehicles and workers
Fleet Management as a driver to increase cost efficiency in transport
Fleet Management as a driver to increase cost efficiency in transport The experience of the Sustainable Urban Mobility Network 21 September 2010, Lyon Francesca Cattaneo [email protected]
Fleet CO2 and Efficient Mobility
Fleet CO2 and Efficient Mobility CONTENTS An evolving policy landscape Vehicle selection, technology and alternative fuels Driver behaviour and eco-driving training Efficient maintenance arval.co.uk An
INSURANCE TELEMATICS. Drive well, Pay less! Motor insurance based on the way you drive. Calculate Insurance Premiums
NCE TELEMATICS Drive well, Pay less! Motor insurance based on the way you drive Airmax has been at the forefront of Insurance Telematics from the start. Indeed the very concept of black box monitoring
INTRODUCTION. NAGY, Viktor Inventure Automotive
INTRODUCTION NAGY, Viktor Inventure Automotive COMPANY OVERVIEW R&D and production of state-of-the-art automotive devices 17 years of experience in professional instrumentation Small and medium quantity
A Guide to Vehicle Aerodynamics
A Guide to Vehicle Aerodynamics A streamlined vehicle shape is vital in reducing fuel usage by up to 7%. Anything which changes the vehicle outline can add to fuel usage. This guide gives checklists and
AA DRIVER TRAINING FOR COMPANY DRIVERS
AA DRIVER TRAINING FOR COMPANY DRIVERS SPECIALISED DRIVER TRAINING DELIVERED BY PROFESSIONALS Save money Protect your staff Safeguard your assets Preserve your reputation Supporting NZTA and ACC to create
Platoon illustration Source: VOLVO
SARTRE: SAfe Road TRains for the Environment Arturo Dávila Mario Nombela IDIADA Automotive Technology SA 1. Introduction The SARTRE project aims at encouraging an evolutional change in the use of personal
MICHELIN. Acquires Sascar, Brazil s Leading Digital Fleet Management Company. June 9, 2014
MICHELIN Acquires Sascar, Brazil s Leading Digital Fleet Management Company June 9, 2014 1 Michelin Acquires Sascar June 9, 2014 Disclaimer "This presentation is not an offer to purchase or a solicitation
Esri for Logistics. Logistics Optimization through GIS
Esri for Logistics Logistics Optimization through GIS The Geographic Approach to Logistics All over the world, Esri geographic information system (GIS) solutions are helping transportation organizations
Selecting a Tow Vehicle How to choose the best vehicle to tow your horse trailer
Selecting a Tow Vehicle How to choose the best vehicle to tow your horse trailer Fact Sheet FS-955 2012 The horse trailer is only half of the towing rig; selecting the appropriate vehicle to haul your
University Response to the Challenges in Energy Research and Education. Tim Green Energy Futures Lab Imperial College London
University Response to the Challenges in Energy Research and Education Tim Green Energy Futures Lab Imperial College London The Imperative What Scale of Change in Energy System? China s plan: emissions
Civil Service Competency Framework by Grade Band S1, S2 and S3. FCO Values
Civil Service Competency Framework by Grade Band S1, S2 and S3 Setting Direction Seeing the Big Picture Changing and Improving Making Effective Decisions Delivering Results Achieving Commercial Outcomes
Big Data for Transportation: Measuring and Monitoring Travel
1 Big Data for Transportation: Measuring and Monitoring Travel Frank Franczyk, MSc. P.Eng., Benoit Coupal, MSc. Persen Technologies Incorporated (PERSENTECH) Introduction Relevant and reliable transportation
A Talent Management Framework
A Talent Management Framework Assessment Centre Study Group 2012 Theme: The DNA of Managing Talent Presented by Pieter Bronkhorst (Ph.D.) Problem Statement What are the dimensions of Talent? How do we
Bringing research to deployment: Concrete implementation of Cooperative Systems. Kees den Hollander Copenhagen, March 6, 2012
Bringing research to deployment: Concrete implementation of Cooperative Systems Kees den Hollander Copenhagen, March 6, 2012 Intelligente Transport Systemer (ITS) for Godstransporten Teknologisk Institut
EFFECTIVE SALES MANAGEMENT
EFFECTIVE SALES MANAGEMENT OUR APPROACH Sales management is the attainment of sales goals in an effective and efficient manner through planning, staffing, training, leading and controlling a business s
APAC Accreditation Assessment Summary Report
APAC Accreditation Assessment Summary Report Higher Education Provider Australian Catholic University, Name of School Date of determination 8 December 2014 s version June 2010 ver 10 Programs of Study
V9_4/9/14. A new generation fuel saver
V9_4/9/14 A new generation fuel saver A new generation fuel saver Reduced fuel consumption. Operational improvement. Competitive edge. EcoRun TM is a locomotive performance system used to maximise energy
Validation of the COPERT road emission inventory model with real-use data
1 Validation of the COPERT road emission inventory model with real-use data P. Dilara (P), V. Franco European Commission Joint Research Centre -Transport and Air Quality Unit M. Kousoulidou, L. Ntziachristos,
The ibiqe concept Light individual transport system. Negawatt the future energy consumption target
full charge The ibiqe concept Light individual transport system The ibiqe concept Definition User centered design - Traffic User centered design - User Richaw trailer ibiqe Heavy load trailer Parking shelters
The Effects of Text Messaging On the Driving Performance of Young Novice Drivers
The Effects of Text Messaging On the Driving Performance of Young Novice Drivers MUARC: Kristie Young, Simon Hosking & Michael Regan NRMA Motoring & Services: John Brown NRMA Insurance: Pam Leicester International
Driver Behaviour and Fuel Consumption - A Review
Transportation Research Part C 9 2001) 279±296 www.elsevier.com/locate/trc A prototype fuel-e ciency support tool Mascha van der Voort a,1, Mark S. Dougherty b, *, Martin van Maarseveen a,1 a Department