Supporting Operational and Real-time Planning Tasks of Road Freight Transport with Machine Learning. Guiding the Implementation of Machine Learning Algorithms PDF Download
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Author: Sandra Lechtenberg
Publisher: Logos Verlag Berlin GmbH
ISBN: 3832556303
Category :
Languages : en
Pages : 364
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Book Description
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.
Author: Sandra Lechtenberg
Publisher: Logos Verlag Berlin GmbH
ISBN: 3832556303
Category :
Languages : en
Pages : 364
Get Book Here
Book Description
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.
Author: Dorina Pojani
Publisher: Taylor & Francis
ISBN: 1000798445
Category : Science
Languages : en
Pages : 250
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Book Description
This book includes twelve newly commissioned and carefully curated chapters each of which presents an alternative planning history and theory written from the perspective of groups that have been historically marginalized or neglected. In teaching planning history and theory, many planning programs tend to follow the planning cannon - a normative perspective that mostly accounts for the experience of white, Anglo, Christian, middle class, middle aged, heterosexual, able-bodied, men. This book takes a unique approach. It provides alternative planning history and theory timelines for each of the following groups: women, the poor, LGBTQ+ communities, people with disabilities, older adults, children, religious minorities, people of color, migrants, Indigenous people, and colonized peoples (in South Asia and Sub-Saharan Anglophone Africa). To allow for easy cross-comparison, chapters follow a similar chronological structure, which extends from the late 19th century into the present. The authors provide insights into the core planning issues in each time period, and review the different stances and critiques. The book is a must-read for planning students and instructors. Each chapter includes the following pedagogical features: (1) a boxed case study which presents a recent example of positive change to showcase theory in practice; (2) a table which lays out an alternative planning history and theory timeline for the group covered in the chapter; and (3) suggestions for further study comprising non-academic sources such as books, websites, and films.
Author: Morteza Nazari-Heris
Publisher: Springer Nature
ISBN: 3030600866
Category : Technology & Engineering
Languages : en
Pages : 374
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Book Description
This book discusses the optimal design and operation of multi-carrier energy systems, providing a comprehensive review of existing systems as well as proposing new models. Chapters cover the theoretical background and application examples of interconnecting energy technologies such as combined heat and power plants, natural gas-fired power plants, power to gas technology, hydropower plants, and water desalination systems, taking into account the operational and technical constraints of each interconnecting element and the network constraint of each energy system. This book will be a valuable reference for power network and mechanical system professionals and engineers, electrical power engineering researchers and developers, and professionals from affiliated power system planning communities. Provides insight on the design and operation of multi-carrier energy systems; Covers both theoretical aspects and technical applications; Includes case studies to help apply concepts to real engineering situations.
Author: Jeanne Godfrey
Publisher: Bloomsbury Publishing
ISBN: 1350321915
Category : Study Aids
Languages : en
Pages : 161
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Book Description
University students are typically exposed to a much wider variety of academic sources at university – including monographs, textbooks, journals, reports – and, crucially, a much larger proportion of their time is spent on independent academic reading, relative to their time in school. There are lots of study skills texts which deal with academic writing in some form or other, but there are far fewer resources which provide helpful guidance about how to manage the early stages of an assignment. The quality of a student's written work reflects the quality of their reading and note-making skills. If students don't understand what their assignment is asking; if students don't take control of their reading list and consult the most appropriate sources; and if students don't end the process of reading with meaningful notes it's very unlikely that they will score high marks for their assignment. This book helps readers to take charge of their reading at university and provides succinct and practical guidance at key stages of the assignment. It helps students to understand what their assignment title means and how to identify useful, reliable academic sources. It helps students to apply different reading strategies, depending on the task at hand, and to approach texts actively so that they are questioning and evaluating materials as they go. In addition to reading strategies, the Pocket introduces readers to useful strategies and tips for note-making. The final part helps readers to make the most of their notes by engaging with and reviewing the material they've created. New for this edition: - A science-based example for STEM students - New section which helps readers think about what type of information and evidence they need to find - New tips on managing large volumes of reading - Updated material on note-making software and online tools to reflect latest technology
Author: Imogen Racz
Publisher: Bloomsbury Publishing
ISBN: 1350379034
Category : Social Science
Languages : en
Pages : 234
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Book Description
Artists have worked from home for many reasons, including care duties, financial or political constraints, or availability and proximity to others. From the 'home studios' of Charles and Ray Eames, to the different photographic representations of Robert Rauschenberg's studio, this book explores the home as a distinct site of artistic practice, and the traditions and developments of the home studio as concept and space throughout the 20th and into the 21st century. Using examples from across Europe and the Anglophone world between the mid-20th century and the present, each chapter considers the different circumstances for working at home, the impact on the creative lives of the artists, their identities as artists and on the work itself, and how, sometimes, these were projected and promoted through photographs and the media. Key themes include the gendered and performative aspects of women practising 'at home', collaborative studio communities of the 1970s 90s including the appropriation of abandoned spaces in East London, and the effects of Covid on artistic practices and family life within the spaces of 'home'. The book comprises full-length chapters by artists, architects, art and design historians, each of whom bring different perspectives to the issues, interwoven with short interviews with artists to enrich and broaden the debates. At a time when individual relationships to home environments have been radically altered, The Artist at Home considers why some artists in previous decades either needed to or chose to work from home, producing work of vitality and integrity. Tracing this long tradition into the present, the book will provide a deeper understanding of how the home studio has affected the practices and identity of artists working in different countries, and in different circumstances, from the mid-20th century to the present.
Author: Alison Sant
Publisher: Island Press
ISBN: 1610918975
Category : Architecture
Languages : en
Pages : 306
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Book Description
For decades, American cities have experimented with ways to remake themselves in response to climate change. These efforts, often driven by grassroots activism, offer valuable lessons for transforming the places we live. In From the Ground Up: Local Efforts to Create Resilient Cities, design expert Alison Sant focuses on the unique ways in which US cities are working to mitigate and adapt to climate change while creating equitable and livable communities. She shows how, from the ground up, we are raising the bar to make cities places in which we don’t just survive, but where all people have the opportunity to thrive. The efforts discussed in the book demonstrate how urban experimentation and community-based development are informing long-term solutions. Sant shows how US cities are reclaiming their streets from cars, restoring watersheds, growing forests, and adapting shorelines to improve people’s lives while addressing our changing climate. The best examples of this work bring together the energy of community activists, the organization of advocacy groups, the power of city government, and the reach of federal environmental policy. Sant presents 12 case studies, drawn from research and over 90 interviews with people who are working in these communities to make a difference. For example, advocacy groups in Washington, DC are expanding the urban tree canopy and offering job training in the growing sector of urban forestry. In New York, transit agencies are working to make streets safer for cyclists and pedestrians while shortening commutes. In San Francisco, community activists are creating shoreline parks while addressing historic environmental injustice. From the Ground Up is a call to action. When we make the places we live more climate resilient, we need to acknowledge and address the history of social and racial injustice. Advocates, non-profit organizations, community-based groups, and government officials will find examples of how to build alliances to support and embolden this vision together. Together we can build cities that will be resilient to the challenges ahead.
Author: Lia Patterson
Publisher:
ISBN: 9781370426492
Category : Elephants
Languages : en
Pages :
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Book Description
When magically gifted Arisha runs away from an army camp with her elephant Hami in order to save him from death in battle, she thinks she's in deep trouble. However, she soon discovers that things can always get worse.Escaping across a war-torn country, they are captured by the enemy's leader. Rhys, known as the Eagle and with a reputation as a cold blooded killer, wants to use the elephant to take revenge on Arisha's people and needs her to control Hami.Arisha is ready to fight him every step of the way, but to her annoyance, instead of throwing her in a rat-infested prison, he behaves with honour. Grudgingly she comes to respect him and they find themselves drawn to each other despite their differences.But can Arisha bridge the gap between opposing countries and personalities before the decisive battle is joined?A tale of elemental magic, almond eyes, daring escapes and feathers.
Author: Lia Patterson
Publisher:
ISBN: 9781533477354
Category :
Languages : en
Pages : 450
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Book Description
Once, she could pluck fire out of the very air. Now she is the most insignificant member of an imperial court seething with intrigue.Shay, firedancer and bride to the sun, faces punishment for the crimes of her dead father: she has her magic bound and at the emperor's whim finds herself handed over as concubine to a barbarian lord. However, Lord Medyr of the Hawk doesn't particularly fancy such a dubious gift - proving a surprise both to Shay and to the man who wants to use them as pawns in his ruthless bid for power.The reserved, self-controlled firedancer is bewildered by the task of having to deal with that strange creature, a male. Yet with enemies threatening on all sides, Shay and the hot-headed warrior from the north must build a fragile bridge of trust. But will they realise in time that the growing attraction between them is also their deadliest danger?A tale of elemental magic, perilous intrigues, a tortoise and pond slime.
Author: Ashwani Kumar
Publisher: John Wiley & Sons
ISBN: 1394166818
Category : Technology & Engineering
Languages : en
Pages : 285
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Book Description
This book is essential for anyone interested in understanding and implementing sustainable transportation practices, as it provides comprehensive insights into the challenges, advancements, and policies related to sustainable mobility. Sustainable transportation refers to any means of transportation that is “green” and has a low impact on the environment. The goal of sustainable transportation is to balance our current and future needs. As per the United Nations Brundtland Commission (WCED, 1987), sustainable mobility can be defined as “mobility that satisfies the needs of present generations without compromising future generations”, but in the modern era, we are compromising the needs of the next generation in terms of pollution, depletion of fossil fuels, global warming, poor air quality, and hazardous gases. The three main pillars of sustainability, economics, environment, and social issues, are crushed by modern development, so there is a need to shift from traditional means of transportation to sustainable transportation. Under the vision of sustainable mobility, better infrastructure and services will be provided to support the movement of goods and people. This outcome will be achieved only if four goals are pursued simultaneously: developing the right policy, building awareness, developing intelligent transportation, and creating green vehicles. Sustainable Mobility: Policies, Challenges and Advancements will discuss transitions from conventional to sustainable mobility, infrastructure development challenges in this transition period, new vehicle policies, and the latest autonomous vehicles for intelligent transportation. The main highlights of the book are energy efficient technologies for transportation, accessibility and safety of the transport system, environmental footprint, health impacts, economic development, and social growth. Sustainable mobility is essential to economic and social development. The environmental impacts of transport can be reduced by reducing the weight of vehicles, creating sustainable styles of driving, reducing the friction of tires, encouraging electric and hybrid vehicles, improving the walking and cycling environment in cities, and enhancing the role of public transport, especially electric vehicles. Going green and sustainable is not only beneficial for the company, but it also maximizes the benefits of an environmental focus in the long term.
Author: Pedro Roberto Jacobi
Publisher: Springer Nature
ISBN: 3031596110
Category :
Languages : en
Pages : 405
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Book Description
