Supporting Operational and Real-time Planning Tasks of Road Freight Transport with Machine Learning. Guiding the Implementation of Machine Learning Algorithms

Supporting Operational and Real-time Planning Tasks of Road Freight Transport with Machine Learning. Guiding the Implementation of Machine Learning Algorithms

Author: Sandra Lechtenberg

Publisher: Logos Verlag Berlin GmbH

Published: 2023-10-26

Total Pages: 364

ISBN-13: 3832556303

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World-wide trends such as globalization, demographic shifts, increased customer demands, and shorter product lifecycles present a significant challenge to the road freight transport industry: meeting the growing road freight transport demand economically while striving for sustainability. Artificial intelligence, particularly machine learning, is expected to empower transport planners to incorporate more information and react quicker to the fast-changing decision environment. Hence, using machine learning can lead to more efficient and effective transport planning. However, despite the promising prospects of machine learning in road freight transport planning, both academia and industry struggle to identify and implement suitable use cases to gain a competitive edge. In her dissertation, Sandra Lechtenberg explores how machine learning can enhance decision-making in operational and real-time road freight transport planning. She outlines an implementation guideline, which involves identifying decision tasks in planning processes, assessing their suitability for machine learning, and proposing steps to follow when implementing respective algorithms.


A Trucker's Tale

A Trucker's Tale

Author: Ed Miller

Publisher: Apollo Publishers

Published: 2020-04-14

Total Pages: 181

ISBN-13: 1948062399

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Wit, wisdom, adventure, and revelations from sixty years on the road. They say that only truck drivers experience the true grandeur and landscape of America: the winding mountainsides at sunrise, the first frosts of winter descending on apple orchards, the call of the rising roosters. In A Trucker's Tale, Ed Miller gives an inside look at the allure of the work and the colorful characters who haul our goods on the open road. He shares what it was like to grow up in a boisterous trucking family, his experience as an equipment officer in Vietnam, the wide range of vehicles he's mounted, and the daily trials, tribulations, risks, and exploits that define life as a trucker. Ed's vibrant, no-holds-barred tales are hilarious and heartwarming, sometimes cringeworthy or unbelievable—recollections of heroic feels as well as the “fishing stories” that have stretched and shifted from CB radio to CB radio. Many are the results of what he calls, “just plain stupidity.” Others bring to light the small acts of kindness and grand gestures that these Knights of the Highway perform each day, as well as the safety risks and continual danger that these essential workers endure. Together they paint a compelling portrait of one of the most important, but least-known industries, and reveal why Ed, and so many like him, just kept on truckin’.


Emergency Response Guidebook

Emergency Response Guidebook

Author: U.S. Department of Transportation

Publisher: Simon and Schuster

Published: 2013-06-03

Total Pages: 352

ISBN-13: 1626363765

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Does the identification number 60 indicate a toxic substance or a flammable solid, in the molten state at an elevated temperature? Does the identification number 1035 indicate ethane or butane? What is the difference between natural gas transmission pipelines and natural gas distribution pipelines? If you came upon an overturned truck on the highway that was leaking, would you be able to identify if it was hazardous and know what steps to take? Questions like these and more are answered in the Emergency Response Guidebook. Learn how to identify symbols for and vehicles carrying toxic, flammable, explosive, radioactive, or otherwise harmful substances and how to respond once an incident involving those substances has been identified. Always be prepared in situations that are unfamiliar and dangerous and know how to rectify them. Keeping this guide around at all times will ensure that, if you were to come upon a transportation situation involving hazardous substances or dangerous goods, you will be able to help keep others and yourself out of danger. With color-coded pages for quick and easy reference, this is the official manual used by first responders in the United States and Canada for transportation incidents involving dangerous goods or hazardous materials.


City Planning

City Planning

Author: Connor Murphy

Publisher: Wheatmark, Inc.

Published: 2021-06-30

Total Pages: 217

ISBN-13: 1627878823

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The purpose of long-range urban planning is to set aside the most appropriate locations for future land uses. Unfortunately, power brokers use this planning process to position their own land holdings to become the most profitable locations. And planning professionals often come up with unimaginative, cookie-cutter solutions. But it doesn't have to be this way. With a little knowledge and the willingness to get involved, ordinary citizens can take back control. Thanks to author Connor Murphy's book City Planning: How Citizens Can Take Control, anyone can learn how to become active in the city planning process. After all, a plan is nothing more than plotting out the steps needed to reach a goal. City Planning will educate you on important elements you need to know about the following kinds of city plans: • General • Limited • Specific • Redevelopment • Preservation City Planning: How Citizens Can Take Control will not only give you the knowledge you need, but it will also teach you how to apply your newfound planning knowledge to make a real difference in your community.


CDL Study Guide 2020 and 2021

CDL Study Guide 2020 and 2021

Author: Tpb Publishing

Publisher: Test Prep Books

Published: 2020-07-28

Total Pages: 228

ISBN-13: 9781628456677

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Test Prep Books' CDL Study Guide 2020 and 2021: CDL Training Book 2020 and 2021 with Practice Test Questions for the Commercial Drivers License Exam [3rd Edition] Taking the CDL test? Want to get a good score? Written by Test Prep Books, this comprehensive study guide includes: Quick Overview Test-Taking Strategies Introduction Driving Safely Transporting Transporting Passengers Safely Air Brakes Combination Vehicles Doubles and Triples And More! Practice Questions Detailed Answer Explanations Studying is hard. We know. We want to help. You can ace your test. Each part of the test has a full review. This study guide covers everything likely to be on the CDL test. Lots of practice test questions are included. Miss one and want to know why? There are detailed answer explanations to help you avoid missing the same question a second time. Are you a bad test taker? Use your time wisely with the latest test-taking strategies. Don't settle for just learning what is on the test. Learn how to be successful with that knowledge. Test Prep Books has drilled down the top test-taking tips. This will help you save time and avoid making common mistakes on test day. Get your CDL study guide. It includes review material, CDL practice test questions, and test-taking strategies. It has everything you need for success.


Proceedings of the 27th International Conference on Systems Engineering, ICSEng 2020

Proceedings of the 27th International Conference on Systems Engineering, ICSEng 2020

Author: Henry Selvaraj

Publisher: Springer Nature

Published: 2021-01-06

Total Pages: 470

ISBN-13: 3030657965

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This book covers topics such as AeroSpace Systems, Intelligent Systems, Machine Learning and Analytics, Internet of Things, Applied Media Informatics and Technology, Adaptive Control Systems, Software Engineering and Cyber-Physical Systems. Research in the discipline of Systems Engineering is an important concept in the advancement of engineering and information sciences. Systems Engineering attempts to integrate many of the traditional engineering disciplines to solve large complex functioning engineering systems, dependent on components from all the disciplines. The research papers contained in these proceedings reflect the state of the art in Systems Engineering from all over the world and serve as vital references to researchers to follow. This book is a very good resource for graduate students, researchers and scholars who want to learn about the most recent development in the fields.


Logistics Management

Logistics Management

Author: Udo Buscher

Publisher: Springer Nature

Published: 2021-08-30

Total Pages: 269

ISBN-13: 303085843X

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The work contains selected and thoroughly reviewed research papers of the topics Operations Management, Supply Chain Management, Digitalization, Sustainability, Transportation Management, Process Management, Risk Management, Corporate Social Responsibility and Governance. The papers reflect the current state-of-the-art in logistics and supply chain management and new ideas and technical developments are discussed.


Port Planning and Management Simulation

Port Planning and Management Simulation

Author: Wenyuan Wang

Publisher: Elsevier

Published: 2021-10-27

Total Pages: 400

ISBN-13: 0323902081

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Port Planning and Management Simulation examines port planning simulation applications, showing how they supports better port decision-making. Using a clear organizational format based on actual port system structure and operation processes, the book provides practical and theoretical insights on port planning and management. The book describes the water, land, collecting and distributing components of the port system, focusing on management, development, and risk mitigation. It examines the key challenges based on discrete system simulation theory that is less affected by local or national regulations. It compares various simulation scenarios for optimal port operational strategy. It quantifies port emissions, analyzes the impact of different reduction strategies, and presents operational strategies for green port planning developmentmand management. Port Planning and Management Simulation provides guidance for carrying out deep analysis in a complex and dynamic system, providing an integrated solution framework based on simulation techniques for improving efficiency and cost savings of the port system. - Bridges the gaps between theory, practice and policy - Comprehensive, practical and multidisciplinary content - Case Studies


Creating Good Jobs

Creating Good Jobs

Author: Paul Osterman

Publisher: MIT Press

Published: 2020-01-28

Total Pages: 337

ISBN-13: 0262357372

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Experts discuss improving job quality in low-wage industries including retail, residential construction, hospitals and long-term healthcare, restaurants, manufacturing, and long-haul trucking. Americans work harder and longer than our counterparts in other industrialized nations. Yet prosperity remains elusive to many. Workers in such low-wage industries as retail, restaurants, and home construction live from paycheck to paycheck, juggling multiple jobs with variable schedules, few benefits, and limited prospects for advancement. These bad outcomes are produced by a range of industry-specific factors, including intense competition, outsourcing and subcontracting, failure to enforce employment standards, overt discrimination, outmoded production and management systems, and inadequate worker voice. In this volume, experts look for ways to improve job quality in the low-wage sector. They offer in-depth examinations of specific industries—long-term healthcare, hospitals and outpatient care, retail, residential construction, restaurants, manufacturing, and long-haul trucking—that together account for more than half of all low-wage jobs. The book's sector view allows the contributors to address industry-specific variations that shape operational choices about work. Drawing on deep industry knowledge, they consider important distinctions within and between these industries; the financial, institutional, and structural incentives that shape the choices employers make; and what it would take to make more jobs better jobs. Contributors Eileen Appelbaum, Rosemary Batt, Dale Belman, Julie Brockman, Françoise Carré, Susan Helper, Matt Hinkel, Tashlin Lakhani, JaeEun Lee, Raphael Martins, Russell Ormiston, Paul Osterman, Can Ouyang, Chris Tilly, Steve Viscelli