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Artificial Intelligence, Machine Learning, and Optimization Tools for Smart Cities
This volume offers a wealth of interdisciplinary approaches to artificial intelligence, machine learning and optimization tools, which contribute to the optimization of urban features towards forming smart, sustainable, and livable future cities. Special features include: New research on the design of city elements and smart systems with respect to new technologies and scientific thinking Discussions on the theoretical background that lead to smart cities for the future New technologies and principles of research that can promote ideas of artificial intelligence and machine learning in optimized urban environments The book engages students and researchers in the subjects of artificial intelligence, machine learning, and optimization tools in smart sustainable cities as eminent international experts contribute their research results and thinking in its chapters. Overall, its audience can benefit from a variety of disciplines including, architecture, engineering, physics, mathematics, computer science, and related fields.
Enterprise Interoperability
In a fast changing world governed by innovative Enterprise Services and the Future Internet, the issue of Enterprise Interoperability is no longer limited to the interoperation of systems within a single company, but has become a much greater multi-view issue of interoperability throughout a Network of Enterprises. This book contains the proceedings of 13 workshops presented as short papers and discussions held at each workshop. The workshops were co-located with the I-ESA’12 Conference organized by the Polytechnic University of Valencia, Spain. Complementary to the conference program, the workshops aimed at exploiting new issues, challenges and solutions for Enterprise Interoperability. The scope of the workshops spanned a wide range of interoperability issues in Service Science and Innovation, Model Driven Interoperability, Service Oriented Architectures, Factories of the Future, Enterprise Networks and Management, SME Aspects and Standards.
IT-Architekturentwicklung im Smart Grid
Die Vision von E-Energy, einem IKT-basierten Energiesystem der Zukunft, bedarf einer sicheren, interoperablen IT-Infrastruktur als Basis. Die Architekturentwicklung von Smart Grids geht mit domänenspezifischen Herausforderungen einher und ist ein Bereich der derzeit in den Anfängen der Realisierung steckt. Dieses Buch stellt die Grundlagen für so eine Architekturentwicklung zusammen. Neben grundlegenden Techniken sowie etablierten Vorgehensmodellen des „Enterprise Architecture Management“ und des „Software Engineerings“ werden existierende Arbeiten zu Architekturen des Smart Grid diskutiert. Des Weiteren wird eine abstrakte Referenzarchitektur beschrieben, die als Grundlage fü...
Innovations and artificial intelligence along the energy industry value chain taking into account data security and data protection
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...
The Use Case and Smart Grid Architecture Model Approach
This book introduces readers to the fundamentals of the IEC 62559 Use Case Methodology, explains how it is related to the Smart Grid Architecture Model (SGAM), and details how a holistic view for both architecture and requirements engineering can be achieved. It describes a standardized and holistic approach to requirements engineering for smart grid projects based on work conducted in the context of the EU M/490 standardization mandate. Over the last years, this method has been established in Europe as the basic building block of requirements engineering in the utilities sector. The authors present a canonical, structured approach that users can apply to the Use Case Methodology and the SGAM, as well as open tools for this purpose. The application in various domains outside the smart grid is also discussed, as it can be used for critical infrastructures or system-of-systems domains like Industrie 4.0 and Ambient Assisted Living. Accordingly, the book also presents various architecture models for different fields of application, like EMAM, SCIAM, RAMI 4.0, and MAF.
The Common Information Model CIM
Within the Smart Grid, the combination of automation equipment, communication technology and IT is crucial. Interoperability of devices and systems can be seen as the key enabler of smart grids. Therefore, international initiatives have been started in order to identify interoperability core standards for Smart Grids. IEC 62357, the so called Seamless Integration Architecture, is one of these very core standards, which has been identified by recent Smart Grid initiatives and roadmaps to be essential for building and managing intelligent power systems. The Seamless Integration Architecture provides an overview of the interoperability and relations between further standards from IEC TC 57 like...
Standardization in Smart Grids
The first successful finished Smart Grid Prototype Projects deliver new requirements and best practices to meet them. These solutions will be the base for the upcoming norms and standards in the near future. This domain is not only part of one Standard developing Organization (SDO), but also of many different organizations like ITU, ISO, IEC and additionally for the electro mobility part the SAE. This results in many standards which are based on different aspects. Furthermore the European mirror organizations (ETSI,CEN, CENELEC) as well as the German mirror groups of these groups are involved, which are delivering further rules and adaption for the local market. Because of this diversity of ...
Ein Framework zur Architekturbeschreibung von sozio-technischen maritimen Systemen
Eine nachhaltige und sichere Optimierung des maritimen Transportprozesses soll gemäß der International Maritime Organization (IMO) u.a. durch die Kopplung see- und landseitiger maritimer Systeme erfolgen. Ein erforderlicher harmonisierter Informationsaustausch zwischen existierenden und künftigen Systemen bzw. Systemkomponenten wird unter dem Begriff e-Navigation international vorangetrieben. Dabei soll nicht nur eine technische Interoperabilität zwischen den Systemen gewährleistet, sondern auch menschliche Nutzer und existierende Regularien berücksichtigt werden. Für die Unterstützung dieser Harmonisierung sowie für die Integration von Systemen in eine (bestehende) Systemumgebung m...
