Author: Chiang Kao
Publisher: Springer
ISBN: 3319317180
Category : Business & Economics
Languages : en
Pages : 447
Book Description
This book presents the underlying theory, model development, and applications of network Data Envelopment Analysis (DEA) in a systematic way. The field of network DEA extends and complements conventional DEA by considering not only inputs and outputs when measuring system efficiency, but also the internal structure of the system being analyzed. By analyzing the efficiency of individual internal components, and more particularly by studying the effects of relationships among components which are modeled and implemented by means of various network structures, the “network DEA” approach is able to help identify and manage the specific components that contribute inefficiencies into the overall systems. This relatively new approach comprises an important analytical tool based on mathematical programming techniques, with valuable implications to production and operations management. The existing models for measuring the efficiency of systems of specific network structures are also discussed, and the relationships between the system and component efficiencies are explored. This book should be able to inspire new research and new applications based on the current state of the art. Performance evaluation is an important task in management, and is needed to (i) better understand the past accomplishments of an organization and (ii) plan for its future development. However, this task becomes rather challenging when multiple performance metrics are involved. DEA is a powerful tool to cope with such issues. For systems or operations composed of interrelated processes, managers need to know how the performances of the various processes evaluated and how they are aggregated to form the overall performance of the system. This book provides an advanced exposition on performance evaluation of systems with network structures. It explores the network nature of most production and operation systems, and explains why network analyses are necessary.
Network Data Envelopment Analysis
Author: Chiang Kao
Publisher: Springer
ISBN: 3319317180
Category : Business & Economics
Languages : en
Pages : 447
Book Description
This book presents the underlying theory, model development, and applications of network Data Envelopment Analysis (DEA) in a systematic way. The field of network DEA extends and complements conventional DEA by considering not only inputs and outputs when measuring system efficiency, but also the internal structure of the system being analyzed. By analyzing the efficiency of individual internal components, and more particularly by studying the effects of relationships among components which are modeled and implemented by means of various network structures, the “network DEA” approach is able to help identify and manage the specific components that contribute inefficiencies into the overall systems. This relatively new approach comprises an important analytical tool based on mathematical programming techniques, with valuable implications to production and operations management. The existing models for measuring the efficiency of systems of specific network structures are also discussed, and the relationships between the system and component efficiencies are explored. This book should be able to inspire new research and new applications based on the current state of the art. Performance evaluation is an important task in management, and is needed to (i) better understand the past accomplishments of an organization and (ii) plan for its future development. However, this task becomes rather challenging when multiple performance metrics are involved. DEA is a powerful tool to cope with such issues. For systems or operations composed of interrelated processes, managers need to know how the performances of the various processes evaluated and how they are aggregated to form the overall performance of the system. This book provides an advanced exposition on performance evaluation of systems with network structures. It explores the network nature of most production and operation systems, and explains why network analyses are necessary.
Publisher: Springer
ISBN: 3319317180
Category : Business & Economics
Languages : en
Pages : 447
Book Description
This book presents the underlying theory, model development, and applications of network Data Envelopment Analysis (DEA) in a systematic way. The field of network DEA extends and complements conventional DEA by considering not only inputs and outputs when measuring system efficiency, but also the internal structure of the system being analyzed. By analyzing the efficiency of individual internal components, and more particularly by studying the effects of relationships among components which are modeled and implemented by means of various network structures, the “network DEA” approach is able to help identify and manage the specific components that contribute inefficiencies into the overall systems. This relatively new approach comprises an important analytical tool based on mathematical programming techniques, with valuable implications to production and operations management. The existing models for measuring the efficiency of systems of specific network structures are also discussed, and the relationships between the system and component efficiencies are explored. This book should be able to inspire new research and new applications based on the current state of the art. Performance evaluation is an important task in management, and is needed to (i) better understand the past accomplishments of an organization and (ii) plan for its future development. However, this task becomes rather challenging when multiple performance metrics are involved. DEA is a powerful tool to cope with such issues. For systems or operations composed of interrelated processes, managers need to know how the performances of the various processes evaluated and how they are aggregated to form the overall performance of the system. This book provides an advanced exposition on performance evaluation of systems with network structures. It explores the network nature of most production and operation systems, and explains why network analyses are necessary.
Method of process systems in energy systems: Current system part I
Author:
Publisher: Elsevier
ISBN: 0443297754
Category : Technology & Engineering
Languages : en
Pages : 521
Book Description
Method of Process Systems in Energy Systems: Current System Part 1, Volume Eight, the latest release in the Methods in Chemical Process Safety series, highlights new advances in the field, with this new volume presenting interesting chapters written by an international board of authors. - Provides the authority and expertise of leading contributors from an international board of authors - Presents the latest release in the Methods in Chemical Process Safety series - Includes the authority and expertise of leading contributors from an international board of authors
Publisher: Elsevier
ISBN: 0443297754
Category : Technology & Engineering
Languages : en
Pages : 521
Book Description
Method of Process Systems in Energy Systems: Current System Part 1, Volume Eight, the latest release in the Methods in Chemical Process Safety series, highlights new advances in the field, with this new volume presenting interesting chapters written by an international board of authors. - Provides the authority and expertise of leading contributors from an international board of authors - Presents the latest release in the Methods in Chemical Process Safety series - Includes the authority and expertise of leading contributors from an international board of authors
Innovations and artificial intelligence along the energy industry value chain taking into account data security and data protection
Author: Heinz-Adalbert Krebs
Publisher: BoD – Books on Demand
ISBN: 3737610509
Category : Law
Languages : en
Pages : 814
Book Description
The energy industry worldwide is facing one of the most profound changes in its history, which will be accompanied by breakthrough innovations and the exponentially evolving use of artificial intelligence in business processes. In addition to the use of artificial intelligence and AI-supported unmanned systems (on land, at sea and in the air), distributed-ledger-technologies, extended reality and 3D-print based on cyber-physical systems and the Internet of Things, as well as process mining, robotic process automation, data science and cloud computing, for example, will not only decisively shape a sustainable energy supply system in the future, but also accelerate the transformation to energy industry 4.0. At the same time, the increasingly strong networking (smart grid, smart meter, smart home, smart city) of the energy industry and its environment is associated with a growing risk potential, which must be expanded in the future as part of a high-quality cyber resilience, in particular through the use of artificial intelligence. Without the development and use of innovations and artificial intelligence in the context of increasingly digitized business processes, there is a risk that neither the energy transition can be successfully implemented nor climate change combated. In addition to the fundamentals of the classic, primarily analog energy industry, the publication addresses the possible paradigm shift that will be characterized by innovations, disruptive technologies and digital business models in the energy industry.
Publisher: BoD – Books on Demand
ISBN: 3737610509
Category : Law
Languages : en
Pages : 814
Book Description
The energy industry worldwide is facing one of the most profound changes in its history, which will be accompanied by breakthrough innovations and the exponentially evolving use of artificial intelligence in business processes. In addition to the use of artificial intelligence and AI-supported unmanned systems (on land, at sea and in the air), distributed-ledger-technologies, extended reality and 3D-print based on cyber-physical systems and the Internet of Things, as well as process mining, robotic process automation, data science and cloud computing, for example, will not only decisively shape a sustainable energy supply system in the future, but also accelerate the transformation to energy industry 4.0. At the same time, the increasingly strong networking (smart grid, smart meter, smart home, smart city) of the energy industry and its environment is associated with a growing risk potential, which must be expanded in the future as part of a high-quality cyber resilience, in particular through the use of artificial intelligence. Without the development and use of innovations and artificial intelligence in the context of increasingly digitized business processes, there is a risk that neither the energy transition can be successfully implemented nor climate change combated. In addition to the fundamentals of the classic, primarily analog energy industry, the publication addresses the possible paradigm shift that will be characterized by innovations, disruptive technologies and digital business models in the energy industry.
Computational Intelligence Techniques for Sustainable Supply Chain Management
Author: Sanjoy Kumar Paul
Publisher: Elsevier
ISBN: 0443184658
Category : Computers
Languages : en
Pages : 470
Book Description
Sustainable supply chain management involves integrating environmentally and financially viable practices into the complete supply chain lifecycle, from product design and development to material selection and sourcing, manufacturing, packaging, transportation, and distribution. A sustainable supply chain ensures balance between economic, social, and environmental performances – such as better assurance of human rights, ethical work practices, carbon footprint reduction, waste management, and resource efficiency. Computational Intelligence Techniques for Sustainable Supply Chain Management presents state-of-the-art computational intelligence techniques and applications for supply chain sustainability issues and logistic problems, filling the gap between general textbooks on sustainable supply chain management and more specialized literature dealing with methods for computational intelligence. This book focuses on addressing problems in advanced topics in the sustainable supply chain, and will appeal to practitioners, managers, researchers, academicians, students, and professionals interested in sustainable logistics, sustainable procurement, sustainable manufacturing, sustainable inventory and production management, sustainable scheduling, sustainable transportation, and sustainable network design. - Serves as a reference on computational intelligence–enabled sustainable supply chains for graduate students in computer/data science, industrial engineering, industrial ecology, and business - Explores key topics in sustainable supply chain informatics, that is, heuristics, metaheuristics, robotics, simulation, machine learning, big data analytics and artificial intelligence - Provides a foundation for industry leaders and professionals to understand recent and cutting-edge methodologies and technologies in the domain of sustainable supply chain powered by computational intelligence techniques
Publisher: Elsevier
ISBN: 0443184658
Category : Computers
Languages : en
Pages : 470
Book Description
Sustainable supply chain management involves integrating environmentally and financially viable practices into the complete supply chain lifecycle, from product design and development to material selection and sourcing, manufacturing, packaging, transportation, and distribution. A sustainable supply chain ensures balance between economic, social, and environmental performances – such as better assurance of human rights, ethical work practices, carbon footprint reduction, waste management, and resource efficiency. Computational Intelligence Techniques for Sustainable Supply Chain Management presents state-of-the-art computational intelligence techniques and applications for supply chain sustainability issues and logistic problems, filling the gap between general textbooks on sustainable supply chain management and more specialized literature dealing with methods for computational intelligence. This book focuses on addressing problems in advanced topics in the sustainable supply chain, and will appeal to practitioners, managers, researchers, academicians, students, and professionals interested in sustainable logistics, sustainable procurement, sustainable manufacturing, sustainable inventory and production management, sustainable scheduling, sustainable transportation, and sustainable network design. - Serves as a reference on computational intelligence–enabled sustainable supply chains for graduate students in computer/data science, industrial engineering, industrial ecology, and business - Explores key topics in sustainable supply chain informatics, that is, heuristics, metaheuristics, robotics, simulation, machine learning, big data analytics and artificial intelligence - Provides a foundation for industry leaders and professionals to understand recent and cutting-edge methodologies and technologies in the domain of sustainable supply chain powered by computational intelligence techniques
Power Electronics in Renewable Energy Systems and Smart Grid
Author: Bimal K. Bose
Publisher: John Wiley & Sons
ISBN: 1119515645
Category : Technology & Engineering
Languages : en
Pages : 745
Book Description
The comprehensive and authoritative guide to power electronics in renewable energy systems Power electronics plays a significant role in modern industrial automation and high- efficiency energy systems. With contributions from an international group of noted experts, Power Electronics in Renewable Energy Systems and Smart Grid: Technology and Applications offers a comprehensive review of the technology and applications of power electronics in renewable energy systems and smart grids. The authors cover information on a variety of energy systems including wind, solar, ocean, and geothermal energy systems as well as fuel cell systems and bulk energy storage systems. They also examine smart grid elements, modeling, simulation, control, and AI applications. The book's twelve chapters offer an application-oriented and tutorial viewpoint and also contain technology status review. In addition, the book contains illustrative examples of applications and discussions of future perspectives. This important resource: Includes descriptions of power semiconductor devices, two level and multilevel converters, HVDC systems, FACTS, and more Offers discussions on various energy systems such as wind, solar, ocean, and geothermal energy systems, and also fuel cell systems and bulk energy storage systems Explores smart grid elements, modeling, simulation, control, and AI applications Contains state-of-the-art technologies and future perspectives Provides the expertise of international authorities in the field Written for graduate students, professors in power electronics, and industry engineers, Power Electronics in Renewable Energy Systems and Smart Grid: Technology and Applications offers an up-to-date guide to technology and applications of a wide-range of power electronics in energy systems and smart grids.
Publisher: John Wiley & Sons
ISBN: 1119515645
Category : Technology & Engineering
Languages : en
Pages : 745
Book Description
The comprehensive and authoritative guide to power electronics in renewable energy systems Power electronics plays a significant role in modern industrial automation and high- efficiency energy systems. With contributions from an international group of noted experts, Power Electronics in Renewable Energy Systems and Smart Grid: Technology and Applications offers a comprehensive review of the technology and applications of power electronics in renewable energy systems and smart grids. The authors cover information on a variety of energy systems including wind, solar, ocean, and geothermal energy systems as well as fuel cell systems and bulk energy storage systems. They also examine smart grid elements, modeling, simulation, control, and AI applications. The book's twelve chapters offer an application-oriented and tutorial viewpoint and also contain technology status review. In addition, the book contains illustrative examples of applications and discussions of future perspectives. This important resource: Includes descriptions of power semiconductor devices, two level and multilevel converters, HVDC systems, FACTS, and more Offers discussions on various energy systems such as wind, solar, ocean, and geothermal energy systems, and also fuel cell systems and bulk energy storage systems Explores smart grid elements, modeling, simulation, control, and AI applications Contains state-of-the-art technologies and future perspectives Provides the expertise of international authorities in the field Written for graduate students, professors in power electronics, and industry engineers, Power Electronics in Renewable Energy Systems and Smart Grid: Technology and Applications offers an up-to-date guide to technology and applications of a wide-range of power electronics in energy systems and smart grids.
Natural Gas Processing from Midstream to Downstream
Author: Nimir O. Elbashir
Publisher: John Wiley & Sons
ISBN: 1119270251
Category : Science
Languages : en
Pages : 584
Book Description
A comprehensive review of the current status and challenges for natural gas and shale gas production, treatment and monetization technologies Natural Gas Processing from Midstream to Downstream presents an international perspective on the production and monetization of shale gas and natural gas. The authors review techno-economic assessments of the midstream and downstream natural gas processing technologies. Comprehensive in scope, the text offers insight into the current status and the challenges facing the advancement of the midstream natural gas treatments. Treatments covered include gas sweeting processes, sulfur recovery units, gas dehydration and natural gas pipeline transportation. The authors highlight the downstream processes including physical treatment and chemical conversion of both direct and indirect conversion. The book also contains an important overview of natural gas monetization processes and the potential for shale gas to play a role in the future of the energy market, specifically for the production of ultra-clean fuels and value-added chemicals. This vital resource: Provides fundamental chemical engineering aspects of natural gas technologies Covers topics related to upstream, midstream and downstream natural gas treatment and processing Contains well-integrated coverage of several technologies and processes for treatment and production of natural gas Highlights the economic factors and risks facing the monetization technologies Discusses supply chain, environmental and safety issues associated with the emerging shale gas industry Identifies future trends in educational and research opportunities, directions and emerging opportunities in natural gas monetization Includes contributions from leading researchers in academia and industry Written for Industrial scientists, academic researchers and government agencies working on developing and sustaining state-of-the-art technologies in gas and fuels production and processing, Natural Gas Processing from Midstream to Downstream provides a broad overview of the current status and challenges for natural gas production, treatment and monetization technologies.
Publisher: John Wiley & Sons
ISBN: 1119270251
Category : Science
Languages : en
Pages : 584
Book Description
A comprehensive review of the current status and challenges for natural gas and shale gas production, treatment and monetization technologies Natural Gas Processing from Midstream to Downstream presents an international perspective on the production and monetization of shale gas and natural gas. The authors review techno-economic assessments of the midstream and downstream natural gas processing technologies. Comprehensive in scope, the text offers insight into the current status and the challenges facing the advancement of the midstream natural gas treatments. Treatments covered include gas sweeting processes, sulfur recovery units, gas dehydration and natural gas pipeline transportation. The authors highlight the downstream processes including physical treatment and chemical conversion of both direct and indirect conversion. The book also contains an important overview of natural gas monetization processes and the potential for shale gas to play a role in the future of the energy market, specifically for the production of ultra-clean fuels and value-added chemicals. This vital resource: Provides fundamental chemical engineering aspects of natural gas technologies Covers topics related to upstream, midstream and downstream natural gas treatment and processing Contains well-integrated coverage of several technologies and processes for treatment and production of natural gas Highlights the economic factors and risks facing the monetization technologies Discusses supply chain, environmental and safety issues associated with the emerging shale gas industry Identifies future trends in educational and research opportunities, directions and emerging opportunities in natural gas monetization Includes contributions from leading researchers in academia and industry Written for Industrial scientists, academic researchers and government agencies working on developing and sustaining state-of-the-art technologies in gas and fuels production and processing, Natural Gas Processing from Midstream to Downstream provides a broad overview of the current status and challenges for natural gas production, treatment and monetization technologies.
Supply Chain Risk Management
Author: Yacob Khojasteh
Publisher: Springer
ISBN: 9811041067
Category : Business & Economics
Languages : en
Pages : 335
Book Description
This book covers important issues related to managing supply chain risks from various perspectives. Supply chains today are vulnerable to disruptions with a significant impact on firms’ business and performance. The aim of supply chain risk management is to identify the potential sources of risks and implement appropriate actions in order to mitigate supply chain disruptions. This book presents a set of models, frameworks, strategies, and analyses that are essential for managing supply chain risks. As a comprehensive collection of the latest research and most recent cutting-edge developments on supply chain risk and its management, the book is structured into three main parts: 1) Supply Chain Risk Management; 2) Supply Chain Vulnerability and Disruptions Management; and 3) Toward a Resilient Supply Chain. Leading academic researchers as well as practitioners have contributed chapters, combining theoretical findings and research results with a practical and contemporary view on how companies can manage the supply chain risks and disruptions, as well as how to create a resilient supply chain. This book can serve as an essential source for students and scholars who are interested in pursuing research or teaching courses in the rapidly growing area of supply chain risk management. It can also provide an interesting and informative read for managers and practitioners who need to deepen their knowledge of effective supply chain risk management.
Publisher: Springer
ISBN: 9811041067
Category : Business & Economics
Languages : en
Pages : 335
Book Description
This book covers important issues related to managing supply chain risks from various perspectives. Supply chains today are vulnerable to disruptions with a significant impact on firms’ business and performance. The aim of supply chain risk management is to identify the potential sources of risks and implement appropriate actions in order to mitigate supply chain disruptions. This book presents a set of models, frameworks, strategies, and analyses that are essential for managing supply chain risks. As a comprehensive collection of the latest research and most recent cutting-edge developments on supply chain risk and its management, the book is structured into three main parts: 1) Supply Chain Risk Management; 2) Supply Chain Vulnerability and Disruptions Management; and 3) Toward a Resilient Supply Chain. Leading academic researchers as well as practitioners have contributed chapters, combining theoretical findings and research results with a practical and contemporary view on how companies can manage the supply chain risks and disruptions, as well as how to create a resilient supply chain. This book can serve as an essential source for students and scholars who are interested in pursuing research or teaching courses in the rapidly growing area of supply chain risk management. It can also provide an interesting and informative read for managers and practitioners who need to deepen their knowledge of effective supply chain risk management.
Natural Gas Markets in India
Author: Sanjay Kumar Kar
Publisher: Springer
ISBN: 9811031185
Category : Business & Economics
Languages : en
Pages : 392
Book Description
This book shares the latest market developments and advances in natural gas demand, supply, transmission, distribution, and consumption, with a special emphasis on the Indian context. Chapters are written by researchers and industry professionals working in the field of natural gas and energy to provide deeper insights into natural gas market structure, market development, business opportunities and market growth. Topics covered include, natural gas demand-supply, exploration and production policy, downstream regulatory developments, city gas distribution, pipeline, pricing, and taxation policies impacting natural gas market developments in India. The book will be useful to researchers, professionals, and policy makers working in the area of natural gas and related fields.
Publisher: Springer
ISBN: 9811031185
Category : Business & Economics
Languages : en
Pages : 392
Book Description
This book shares the latest market developments and advances in natural gas demand, supply, transmission, distribution, and consumption, with a special emphasis on the Indian context. Chapters are written by researchers and industry professionals working in the field of natural gas and energy to provide deeper insights into natural gas market structure, market development, business opportunities and market growth. Topics covered include, natural gas demand-supply, exploration and production policy, downstream regulatory developments, city gas distribution, pipeline, pricing, and taxation policies impacting natural gas market developments in India. The book will be useful to researchers, professionals, and policy makers working in the area of natural gas and related fields.
OECD Competition Assessment Reviews: Mexico 2019
Author: OECD
Publisher: OECD Publishing
ISBN: 9264485937
Category :
Languages : en
Pages : 284
Book Description
This review analyses regulatory barriers to competition in the gas sector in Mexico, with the goal of helping Mexican authorities make regulation more pro-competitive while fostering long-lasting growth.
Publisher: OECD Publishing
ISBN: 9264485937
Category :
Languages : en
Pages : 284
Book Description
This review analyses regulatory barriers to competition in the gas sector in Mexico, with the goal of helping Mexican authorities make regulation more pro-competitive while fostering long-lasting growth.
Development of an assessment tool to control supply chain volatility
Author: Nitsche, Benjamin
Publisher: Universitätsverlag der TU Berlin
ISBN: 3798330549
Category : Business & Economics
Languages : en
Pages : 180
Book Description
This doctoral thesis seeks to contribute to research on supply chain volatility by three individual research studies. The goal of the thesis is to develop an assessment tool that enables supply chain managers to critically evaluate the current state of chain volatility of a product’s supply chain. Building on a systematic literature review and insights from two group exercises with supply chain managers, the thesis develops a conceptualization of the dimensions and sources of supply chain volatility. Based on that, the impact of supply chain volatility sources is assessed by applying a Analytic Hierarchy Process and strategies dealing with the most important sources are developed. Subsequently, the supply chain volatility assessment tool is developed that is based on a performance benchmark among 87 manufacturing firms. Additionally a supply chain volatility management framework is proposed that outlines the main management areas and antecedents of successful supply chain volatility management. Diese Doktorarbeit zielt darauf ab, durch drei einzelne Studien einen Beitrag zur Erforschung von Volatilität in Logistiknetzen zu leisten. Das Ziel der Arbeit ist die Entwicklung eines Bewertungsinstruments, das es Supply Chain Managern ermöglicht, den aktuellen Zustand der Volatilität einer Lieferkette eines Produkts kritisch zu bewerten. Aufbauend auf einer systematischen Literaturrecherche und den Erkenntnissen aus zwei Workshops mit Supply Chain Managern entwickelt die Arbeit eine Konzeptualisierung der Dimensionen und Quellen von Volatilität in Logistiknetzen. Basierend darauf werden die Auswirkungen der Quellen von Volatilität in der Lieferkette durch Anwendung eines analytischen Hierarchieprozesses bewertet und Strategien für den Umgang mit den wichtigsten Quellen entwickelt. Anschließend wird das Tool zur Bewertung der Volatilität in Logistiknetzen entwickelt, das auf einem Performance-Benchmark unter 87 produzierenden Unternehmen basiert. Zusätzlich wird ein Gestaltungsmodell für Volatilitätsmanagement vorgeschlagen, welches die wichtigsten Managementbereiche und Erfolgsfaktoren eines erfolgreichen Volatilitätsmanagements beschreibt.
Publisher: Universitätsverlag der TU Berlin
ISBN: 3798330549
Category : Business & Economics
Languages : en
Pages : 180
Book Description
This doctoral thesis seeks to contribute to research on supply chain volatility by three individual research studies. The goal of the thesis is to develop an assessment tool that enables supply chain managers to critically evaluate the current state of chain volatility of a product’s supply chain. Building on a systematic literature review and insights from two group exercises with supply chain managers, the thesis develops a conceptualization of the dimensions and sources of supply chain volatility. Based on that, the impact of supply chain volatility sources is assessed by applying a Analytic Hierarchy Process and strategies dealing with the most important sources are developed. Subsequently, the supply chain volatility assessment tool is developed that is based on a performance benchmark among 87 manufacturing firms. Additionally a supply chain volatility management framework is proposed that outlines the main management areas and antecedents of successful supply chain volatility management. Diese Doktorarbeit zielt darauf ab, durch drei einzelne Studien einen Beitrag zur Erforschung von Volatilität in Logistiknetzen zu leisten. Das Ziel der Arbeit ist die Entwicklung eines Bewertungsinstruments, das es Supply Chain Managern ermöglicht, den aktuellen Zustand der Volatilität einer Lieferkette eines Produkts kritisch zu bewerten. Aufbauend auf einer systematischen Literaturrecherche und den Erkenntnissen aus zwei Workshops mit Supply Chain Managern entwickelt die Arbeit eine Konzeptualisierung der Dimensionen und Quellen von Volatilität in Logistiknetzen. Basierend darauf werden die Auswirkungen der Quellen von Volatilität in der Lieferkette durch Anwendung eines analytischen Hierarchieprozesses bewertet und Strategien für den Umgang mit den wichtigsten Quellen entwickelt. Anschließend wird das Tool zur Bewertung der Volatilität in Logistiknetzen entwickelt, das auf einem Performance-Benchmark unter 87 produzierenden Unternehmen basiert. Zusätzlich wird ein Gestaltungsmodell für Volatilitätsmanagement vorgeschlagen, welches die wichtigsten Managementbereiche und Erfolgsfaktoren eines erfolgreichen Volatilitätsmanagements beschreibt.