Refine
Document Type
- Conference proceeding (30)
- Book (26)
- Book chapter (21)
- Journal article (14)
- Anthology (13)
- Doctoral Thesis (2)
Has full text
- no (106) (remove)
Is part of the Bibliography
- yes (106)
Institute
- ESB Business School (45)
- Informatik (45)
- Technik (6)
- Life Sciences (5)
- Texoversum (5)
Publisher
- Springer (106) (remove)
This book examines the implementation of the Belt and Road Initiative (BRI) in East Africa. The BRI is considered China's central geopolitical and geo-economic project in the era of President Xi Jinping. Through this work, the author aims to contribute to filling some research gaps, such as the lack of depth in studies of individual BRI projects and the underconsideration of processing narratives in participating countries. The guiding question is the extent to which the BRI is a political or hegemonic project of the CCP-directed state-civil society complex in East Africa. To answer these questions, databases of international organizations and policy documents are analyzed. In addition, the author conducts a qualitative content analysis of newspaper articles from local media houses in the countries of Ethiopia, Kenya, and Tanzania to examine three infrastructure projects. The work illustrates that the BRI contributes to increasing connectivity in East Africa. At the same time, the compression of economic relations and the implementation of infrastructure projects in East Africa lead to numerous consequences and contour a hegemonic project.
Automatic classification of rotating machinery defects using Machine Learning (ML) algorithms
(2020)
Electric machines and motors have been the subject of enormous development. New concepts in design and control allow expanding their applications in different fields. The vast amount of data have been collected almost in any domain of interest. They can be static; that is to say, they represent real-world processes at a fixed point of time. Vibration analysis and vibration monitoring, including how to detect and monitor anomalies in vibration data are widely used techniques for predictive maintenance in high-speed rotating machines. However, accurately identifying the presence of a bearing fault can be challenging in practice, especially when the failure is still at its incipient stage, and the signal-to-noise ratio of the monitored signal is small. The main objective of this work is to design a system that will analyze the vibration signals of a rotating machine, based on recorded data from sensors, in the time/frequency domain. As a consequence of such substantial interest, there has been a dramatic increase of interest in applying Machine Learning (ML) algorithms to this task. An ML system will be used to classify and detect abnormal behavior and recognize the different levels of machine operation modes. The proposed solution can be deployed as predictive maintenance for Industry 4.0.
Our paper gives first answers on a fundamental question: how can the design of architectures of intelligent digital systems and services be accomplished methodologically? Intelligent systems and services are the goals of many current digitalization efforts today and part of massive digital transformation efforts based on digital technologies. Digital systems and services are the foundation of digital platforms and ecosystems. Digtalization disrupts existing businesses, technologies, and economies and promotes the architecture of open environments. This has a strong impact on new value-added opportunities and the development of intelligent digital systems and services. Digital technologies such as artificial intelligence, the Internet of Things, services computing, cloud computing, big data with analytics, mobile systems, and social enterprise networks systems are important enablers of digitalization. The current publication presents our research on the architecture of intelligent digital ecosystems and products and services influenced by the service-dominant logic. We present original methodological extensions and a new reference model for digital architectures with an integral service and value perspective to model intelligent systems and services that effectively align digital strategies and architectures with artificial intelligence as main elements to support intelligent digitalization.
Enterprises are currently transforming their strategy, processes, and their information systems to extend their degree of digitalization. The potential of the Internet and related digital technologies, like Internet of Things, services computing, cloud computing, artificial intelligence, big data with analytics, mobile systems, collaboration networks, and cyber physical systems both drives and enables new business designs. Digitalization deeply disrupts existing businesses, technologies and economies and fosters the architecture of digital environments with many rather small and distributed structures. This has a strong impact for new value producing opportunities and architecting digital services and products guiding their design through exploiting a Service-Dominant Logic. The main result of the book chapter extends methods for integral digital strategies with value-oriented models for digital products and services which are defined in the framework of a multi-perspective digital enterprise architecture reference model.
Enterprises are presently transforming their strategy, culture, processes, and their information systems to become more digital. The digital transformation deeply disrupts existing enterprises and economies. Digitization fosters the development of IT systems with many rather small and distributed structures, like Internet of Things or mobile systems. Since years a lot of new business opportunities appeared using the potential of the Internet and related digital technologies, like Internet of Things, services computing, cloud computing, big data with analytics, mobile systems, collaboration networks, and cyber physical systems. This has a strong impact for architecting digital services and products. The change from a closed-world modeling perspective to more flexible open-world composition and evolution of system architectures defines the moving context for adaptable systems, which are essential to enable the digital transformation. In this paper, we are focusing on a decision-oriented architectural composition approach to support the transformation for digital services and products.
This chapter presents an introduction to the emerging trends for architecting the digital transformation having a strong focus on digital products, intelligent services, and related systems together with methods, models and architectures. The primary aim of this book is to highlight some of the most recent research results in the field. We are providing a focused set of brief descriptions of the chapters included in the book.
Current advances in Artificial Intelligence (AI) combined with other digitalization efforts are changing the role of technology in service ecosystems. Human-centered intelligent systems and services are the target of many current digitalization efforts and part of a massive digital transformation based on digital technologies. Artificial intelligence, in particular, is having a powerful impact on new opportunities for shared value creation and the development of smart service ecosystems. Motivated by experiences and observations from digitalization projects, this paper presents new methodological experiences from academia and practice on a joint view of digital strategy and architecture of intelligent service ecosystems and explores the impact of digitalization based on real case study results. Digital enterprise architecture models serve as an integral representation of business, information, and technology perspectives of intelligent service-based enterprise systems to support management and development. This paper focuses on the novel aspect of closely aligned digital strategy and architecture models for intelligent service ecosystems and highlights the fundamental business mechanism of AI-based value creation, the corresponding digital architecture, and management models. We present key strategy-oriented architecture model perspectives for intelligent systems.
There have been substantial research efforts for algorithms to improve continuous and automated assessment of various health-related questions in recent years. This paper addresses the deployment gap between those improving algorithms and their usability in care and mobile health applications. In practice, most algorithms require significant and founded technical knowledge to be deployed at home or support healthcare professionals. Therefore, the digital participation of persons in need of health care professionals lacks a usable interface to use the current technological advances. In this paper, we propose applying algorithms taken from research as web-based microservices following the common approach of a RESTful service to bridge the gap and make algorithms accessible to caregivers and patients without technical knowledge and extended hardware capabilities. We address implementation details, interpretation and realization of guidelines, and privacy concerns using our self-implemented example. Also, we address further usability guidelines and our approach to those.
Das Buch analysiert die Herausforderungen der Distribution in Afrika am konkreten Beispiel der Distributionslogistik in Westafrika und bietet konkrete Lösungsansätze für Unternehmen. Afrika rückt seit einigen Jahren zunehmend als Absatzmarkt für westliche Unternehmen in den Fokus. So nimmt auch die Frage nach dem passenden Distributionsansatz eine zentrale Rolle bei Markteintritt und -bearbeitung ein. Dabei sind die größten Herausforderungen, die Güter zeitnah, zuverlässig und kostengünstig an die Kunden zu liefern.
Neben den unmittelbaren Herausforderungen aus dem unzulänglichen Zustand der physischen Transportinfrastruktur stellen die indirekten, weichen Faktoren Unternehmen bei der Distributionslogistik immer wieder vor Probleme. Die dargestellten Lösungsansätze basieren u. a. auf Interviews mit Unternehmen, die bereits Erfahrungen bei den logistischen Herausforderungen in Westafrika gemacht haben. So bekommen westliche Unternehmen konkrete und praktikable Hinweise für einen erfolgreichen Markteintritt in (West-)Afrika.
This book presents an empirical investigation of the efforts that multinational pharmaceutical companies take in order to find a business model that allows for a profitable access to the Bottom of the Pyramid (BoP) markets. The Bottom of the Pyramid in Africa is frequently mentioned as an attractive market due to its sheer size. Yet most companies struggle to access it because of the low price level, difficult physical market access and challenges when it comes to payment.
More specifically, the book investigates the following business model-related questions: Do pharmaceutical companies provide products that meet the needs of the BoP? What characterizes the value generation of the company? What revenue model leads to a profitable business, and what role does a network of partners play in the business model?
Findings reveal that there is no ‘one-size-fits-all’ answer to these questions. Providing continuous availability, affordability at a good quality of goods and services, creating health awareness, as well as localizing business to achieve a level of inclusivenessare essential prerequisites for success. In the last chapter this book provides a business model prototype that accounts for these key success factors for business at the Bottom of the Pyramid and points to further research topics.
Context: Currently, most companies apply approaches for product roadmapping that are based on the assumption that the future is highly predicable. However, nowadays companies are facing the challenge of increasing market dynamics, rapidly evolving technologies, and shifting user expectations. Together with the adaption of lean and agile practices it makes it increasingly difficult to plan and predict upfront which products, services or features will satisfy the needs of the customers. Therefore, they are struggling with their ability to provide product roadmaps that fit into dynamic and uncertain market environments and that can be used together with lean and agile software development practices.
Objective: To gain a better understanding of modern product roadmapping processes, this paper aims to identify suitable processes for the creation and evolution of product roadmaps in dynamic and uncertain market environments.
Method: We performed a Grey Literature Review (GLR) according to the guidelines from Garousi et al.
Results: 32 approaches to product roadmapping were identified. Typical characteristics of these processes are the strong connection between the product roadmap and the product vision, an emphasis on stakeholder alignment, the definition of business and customer goals as part of the roadmapping process, a high degree of flexibility with respect to reaching these goals, and the inclusion of validation activities in the roadmapping process. An overall goal of nearly all approaches is to avoid waste by early reducing development and business risks. From the list of the 32 approaches found, four representative roadmapping processes are described in detail.
Companies compete more and more as integrated supply chains rather than as individual firms. The success of the entire supply chain determines the economic well-being of the individual company. With management attention shifting to supply chains, the role of management accounting naturally must extend to the cross-company layer as well. This book demonstrates how management accounting can make a significant contribution to supply chain success.It targets students who are already familiar with the fundamentals of accounting and now want to extend their expertise in the field of cross company (or network) management accounting. Practitioners will draw valuable insights from the text as well.
In today's business landscape, companies compete more and more as integrated supply chains rather than as individual firms. The success of the entire supply chain determines the economic well-being of each company involved. With management attention shifting to supply chains, the role of management accounting naturally must extend to the cross-company layer as well. This book demonstrates how management accounting can make a significant contribution to supply chain success. It targets students who are already familiar with the fundamentals of accounting and want to extend their expertise in the field of cross-company (or network) management accounting. Practitioners will draw valuable insights from the text as well.
This second edition includes a new chapter on Digitalization and Supply Chain Accounting, as well as new opener cases to each chapter that provide real-world examples.
Das Essential beschäftigt sich mit der Frage, in welcher Form und in welchem Ausmaß das interne Berichtswesen beabsichtigte und unbeabsichtigte Verhaltenswirkungen bei den Beteiligten auslöst und umgekehrt selbst durch nicht intendiertes Verhalten von Beteiligten in seinen Wirkungen beeinflusst wird. Der Ansatz des „Behavioral Accounting“ wird dabei auf die spezifische Controllingaufgabe des internen Berichtswesens angewendet. Andreas Taschner erläutert, wie Berichte bei Berücksichtigung ihrer direkten und indirekten Wirkungen auf das Verhalten einzelner Betroffener zu einem wirkungsvollen Instrument der Unternehmenssteuerung werden.
Sowohl das Erstellen als auch das Lesen von Berichten gilt als Pflichtübung, die wenig produktiv und selten spannend ist - zu Unrecht, wie dieses Buch zeigen will. Internes Berichtswesen (Management Reporting) ist nichts weniger als ein zentrales Element des Informationsmanagements und damit ein wesentlicher Erfolgsfaktor für jedes Unternehmen. Das Buch schließt eine Lücke, indem es das interne Berichtswesen von seinem Ruf als "theoriefreies Praktikerthema" befreit und für alle behandelten Themen fundierte, aber auch für Leser ohne Vorkenntnisse verständliche Theoriebezüge herstellt (Informationstheorie, Behavioural Accounting, Internationales ReWe etc). Alle Inhalte werden in vier verschiedene (und gekennzeichnete) Kategorien eingeteilt, welche einen individuellen "Lesepfad" durch das Buch ermöglichen.
Dieses Buch beschreibt detailliert die Voraussetzungen und den Prozessablauf von Business Cases. Diese stellen in der Praxis das wichtigste Instrument dar, um unternehmerische Entscheidungen auf ihre Vorteilhaftigkeit zu analysieren. Um einen adäquaten Business Case zu erstellen, reicht allerdings die reine Beherrschung der relevanten Methoden der Investitionsrechnung nicht aus. Andreas Taschner gibt hilfreiche Anleitungen und Tipps zur Methodenwahl und Ergebnisdarstellung und erläutert weitergehende Fragen, wie die Berücksichtigung von Unsicherheit oder die Einbeziehung nicht-monetärer Faktoren. Die Orientierung am idealtypischen Prozess hilft beim Erarbeiten eigener Business Cases und liefert einen Leitfaden für die ersten selbstständigen Arbeiten. Anwendungsbezogene Fragen und Antworten vertiefen die Thematik. „Business Cases“ wendet sich an Unternehmenspraktiker in den Bereichen Investition, Controlling, Planung und Unternehmensführung. Studierende der Wirtschaftswissenschaften an Fachhochschulen und Universitäten, insbesondere mit den Schwerpunkten Controlling und Unternehmensführung, profitieren von der kompakten Wissensvermittlung.
Das Essential beschäftigt sich mit der Frage, in welcher Form und in welchem Ausmaß das interne Berichtswesen beabsichtigte und unbeabsichtigte Verhaltenswirkungen bei den Beteiligten auslöst und umgekehrt selbst durch nicht intendiertes Verhalten von Beteiligten in seinen Wirkungen beeinflusst wird. Der Ansatz des „Behavioral Accounting“ wird dabei auf die spezifische Controllingaufgabe des internen Berichtswesens angewendet. Andreas Taschner erläutert, wie Berichte bei Berücksichtigung ihrer direkten und indirekten Wirkungen auf das Verhalten einzelner Betroffener zu einem wirkungsvollen Instrument der Unternehmenssteuerung werden.
Increasing concerns regarding the world´s natural resources and sustainability continue to be a major issue for global development. As a result several political initiatives and strategies for green or resource-efficient growth both on national and international levels have been proposed. A core element of these initiatives is the promotion of an increase of resource or material productivity. This dissertation examines material productivity developments in the OECD and BRICS countries between 1980 and 2008. By applying the concept of convergence stemming from economic growth theory to material productivity the analysis provides insights into both aspects: material productivity developments in general as well potentials for accelerated improvements in material productivity which consequently may allow a reduction of material use globally. The results of the convergence analysis underline the importance of policy-making with regard to technology and innovation policy enabling the production of resource-efficient products and services as well as technology transfer and diffusion.
Unternehmertum ist ein integraler Bestandteil des Ernuerungsprozesses von Wirtschaft und Gesellschaft. Die Erneuerer sind nicht Politik oder Management, es sind einzelne Persönlichkeiten, die wagen, mit etwas zu beginnen, dessen Ausgang ungewiss ist, die ungebremst Kraft und Fähigkeiten einsetzen, mit der Folge, dass am Ende etwas Neues erschaffen worden ist. Wenn in wirtschaftlichen, kirchlichen, staatlichen, wissenschaftlichen und politischen Bereichen wirksam und innovativ gearbeitet wird, sind möglicherweise die gleichen personalen Talente und Gaben wirksam...Oft ist es eine Idee, ein motivierendes Bedürfnis, das sich Ausdruck verschafft in Handlungen, fast unabhängig von der Ausbildung oder einem begonnenen Studium. Man kann methodisches Know-how aufbauen, jedoch nicht Unternehmertum lernen.
The digital twin concept has been widely known for asset monitoring in the industry for a long time. A clear example is the automotive industry. Recently, there has also been significant interest in the application of digital twins in healthcare, especially in genomics in what is known as precision medicine. This work focuses on another medical speciality where digital twins can be applied, sleep medicine. However, there is still great controversy about the fundamentals that constitute digital twins, such as what this concept is based on and how it can be included in healthcare effectively and sustainably. This article reviews digital twins and their role so far in what is known as personalized medicine. In addition, a series of steps will be exposed for a possible implementation of a digital twin for a patient suffering from sleep disorders. For this, artificial intelligence techniques, clinical data management, and possible solutions for explaining the results derived from artificial intelligence models will be addressed.