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Vor zehn Jahren wurde mit der Roadmap der Instandhaltung 4.0 eine Initiative gestartet, die die Auswirkungen von Industrie 4.0 auf die Instandhaltung und die Bedürfnisse der Branche systematisch erfasste und entsprechende Handlungsanweisungen ableitete. Dieses Jubiläum nehmen wir zum Anlass nachzufragen, was von den Versprechungen der digitalen Transformation in der Instandhaltung in den letzten zehn Jahren geblieben ist: Letztlich waren auch die Instandhaltungstage immer am Puls der digitalen Transformation und die dort vorgestellten Themen und Schulungen bieten ein Spiegelbild der Entwicklung der digitalen Transformation.

In this contribution, we will explore theory-based approaches to accelerator programs and innovation intermediaries that help to best design effective collaboration between start-ups (small and medium enterprise-sized), research and technology organizations (RTOs) and innovative companies. These are loosely connected as partners in an emerging organizational form: European Digital Innovation Hubs (EDIHs). Which success factors identified in previous accelerator programs could play a critical role in the success of an EDIH in this specific industry? How can the impact of EDIH accelerator services be measured in forthcoming evaluations? The article is structured as to first provide the background to the roughly 150 European innovation support networks, initiated by the European Commission (EC) during 2021 and coordinated by RTOs with different technological expertise. Based on the description of the intended accelerator function to be performed by an EDIH, some conceptual theoretical considerations are presented in a second step, which shed light on central aspects of the research […]

The transition to increasing wireless communication networks significantly changes their characteristics. Salzburg Research develops a measurement system for network quality for Commend International. Commend International GmbH, a globally recognized major supplier of integrated intercom systems, has been developing and manufacturing security and communication solutions for the protection of people, buildings and property for over 50 years. In order to remain at the forefront of digital developments, the company relies on collaboration with researchers. Communication networks are becoming increasingly heterogeneous: where historically only wired networks were used, mixed forms or even completely wireless networks are being implemented more often. This opens up new application possibilities, but also significantly changes the properties of communication networks. On behalf of Commend, Salzburg Research is investigating a suitable monitoring of the performance characteristics of communication networks necessary for intercom functions and how 5G mobile networks influence these performance characteristics. The measurement system for voice/video data streams supports the reliable […]

More and more applications are benefiting from the ever-increasing performance of wireless communication. Certain use cases in the mobility area (e.g. autonomous driving) demand particularly high reliability, which can be achieved through redundant transmission. In practice, however, it can be difficult to measure and study the precise benefit of redundancy for reliability and therefore, appropriate publicly available data sets are desirable. We provide such a data set about multi-provider redundancy in cellular networks: the performance metrics of redundant transmission channels are measured from a driving car, thus taking mobility into account. A statistical evaluation quantifies the effect of correlation on reliability empirically. In the future, this data set can be used for more detailed and elaborate investigations of the influence of redundancy on reliability. The knowledge thus obtained, about the interaction between redundancy and reliability helps to make new safety- and time-critical applications amenable to wireless communication.

Der Artikel befasst sich mit der Entwicklung intelligenter MicroGrids in lokalen Verteilungsnetzen und der dafür notwendigen Informations- und Kommunikationstechnik-Infrastruktur (IKT) und deren Rahmenbedingungen. Die geopolitischen und technischen Bedingungen für die Schaffung moderner Energiesysteme erfordern die Einführung fortschrittlicher Telemetriesysteme. Der Beitrag stellt das Konzept zweier realer Demonstrationssysteme vor, die für die Verwaltung und Kontrolle von Energiegeräten in Verteilnetzen sowie für den Energiefluss zwischen ausgewählten Punkten im Netz entwickelt wurden. Es werden zwei unabhängig voneinander arbeitende Systeme in Deutschland und Österreich vorgestellt, um die Integrität und Zuverlässigkeit des Betriebs von erneuerbaren Energie Anlagen zu erhöhen. In dem Artikel werden ebenfalls Lösungsszenarien und positive Aspekte der einzelnen getesteten Systeme vorgestellt. Der Artikel soll den Nachweis erbringen, dass die Flexibilität dieser Systeme bei der Anpassung an sich ändernde Netzparameter, Kundenverhalten und Anforderungen der Netzbetreiber erhöht werden muss.

Abstract Die digitale Transformation führt zu einer steigenden Komplexität der Kommunikation zwischen Anlagen und IT-Systemen in modernen Produktionsnetzwerken. Über den gesamten Lebenszyklus von Produktionsanlagen und IT-Systemen hinweg gilt es, die Kommunikation und den Austausch von Informationen in zuverlässiger und sicherer Weise zu gewährleisten. Der semantische Austausch von Stamm- und Sensordaten erfordert die Nutzung von standardisierten Informationsmodellen und Kommunikationskanälen. Der Beitrag beschreibt die Einführung einer Middleware zur semantischen Datenintegration als einen vielversprechenden Lösungsansatz für die Herausforderungen moderner industrielle Kommunikationssysteme.

“Mission Green: Your visions for the smart (re)use of resources in tourism” – this is the title of the new idea competition on the idea platform from Salzburg Research IdeaSpace.cc.

Salzburg Research and the Faculty of Digital and Analytical Sciences at the Paris Lodron University Salzburg are closely collaborating on the intersection of energy systems and digitalization to accelerate the energy transition.To strengthen our interdisciplinary research team, we are looking (for 4 years) for a full-time PostDoc (f|m|non-binary) Announcement (PDF) The position is by intention thematically open to allow for promising and upcoming research topics to be proposed (along the lines laid out above). Your Responsibilities Your Qualifications The monthly salary is EUR 4,752.30 gross for a 40-hour week according to the FWF-model. The position is at the Paris Lodron University Salzburg. Please send your application, including a one-page sketch of your aspired line of research, with the identification [PostDoc-EXDIGIT] to: jobs@salzburgresearch.at We look forward to hearing from you!

IdeaSpace is an open innovation platform where the creative community is encouraged to submit their ideas and solutions on various topics and issues.

The recent advancements in artificial intelligence (AI) have ushered in a transformative era across various industries, which is not limited to the area of health and well-being technologies. Join this interactive webinar and discover the dynamic interplay of recent trends in this area! Additionally, gain insights into the potential disruptions and opportunities that small and medium enterprises (SMEs) in this industry may face. After the talk, you have the chance to voice your views with like-minded participants.   Trend Break: Future trends on AI to support health and well-being18. April 2024, 11:00-12:15 Uhr Agenda This webinar takes place on behalf of the European Digital Innovation Hub (EDIH) Crowd-in-Motion, which aims to provide customized consulting services to European public administrations, start-ups and SMEs to foster their journey towards digitization – particularly in the realms of preventive health, mobility, tourism and alpine sports. In doing so, EDIH Crowd-in-Motion aims to be a one-stop shop to unleash these entities’ […]

The aim of this work is to make time series predictions for real network traffic data by using long short-term memory neural networks (LSTMs). The data used for this work was captured in an office environment by a company from the field of network security and monitoring. The trained LSTMs are compared to baseline methods which have lower training costs. It is shown that the relative performance of LSTM-based predictions depends on the composition of the data. For aggregated traffic, the analyzed time series contains regular patterns with no big gaps and the trained LSTM outperformed baseline methods with an NRMSE of 0.072. In case of non-aggregated traffic of single clients/services with more gaps, jumps or steep trends within the time series, baseline methods can outperform LSTMs. Out of the used baseline methods, the ARIMA method shows the best performance in most experiments. Finally, it is also shown how the traffic predictions can be […]

[…] stand in Hall 1. On the Main Stage on Day 1, Cornelia Zankl was a panelist on the topic of the future of mobility. Elisabeth Häusler and Siegfried Reich presented the new COMET project “Digital Motion Next,” a successor to the COMET project “Digital Motion in Sports, Fitness, and Well-Being.“. On the second day, the four Austrian European Digital Innovation Hubs (EDIH) presented themselves.  Salzburg Research bei der salz21 Watch this video on YouTube Mit dem Klick auf das Bild werden durch den mit uns gemeinsam Verantwortlichen Youtube (Google Ireland Limited) das Video abgespielt, auf Ihrem PC Skripte geladen sowie personenbezogene Daten erfasst. EDIH Austria Business Talks As a coordinator of the European Digital Innovation Hubs “Crowd in Motion“, Salzburg Research organized the EDIHN Austria Business Talks 2024. During the event, it was shown how cooperation with EDIHs works best and what specific practical examples look like.  On the main stage of salz21, this […]

Local energy communities (LECs) are quickly gaining popularity and have considerable potential to benefit their participants as well as the overall energy system, but they may also have a destabilizing effect if implemented in an uncoordinated fashion. Project ECOSINT aims to develop a unified and modular information and communications technology (ICT) architecture for seamless, large-scale integration of LECs into the overall energy system in to ensure that their benefits can be fully lifted. Following a holistic approach, this process involved the elicitation and formalization of requirements from all involved stakeholders as a basis for the development of this architecture. This paper outlines, how these requirements have been collected and formalized using state of the art methods. Furthermore, the requirements are presented and examples of the results of the formalization process are given.

Utilization of a mobile communication cell’s physical resources is a crucial impact factor on the data rate and quality of service available to a network user. Information about the utilization is therefore of great interest to researchers and network providers. Measurement scenarios that should be carried out independent of network providers require a measurement method that does not depend on a connection to a base station. In this work, we propose a novel estimation algorithm and introduce a measurement tool based on this algorithm, which is able to estimate the utilization of a 5G cell’s physical resources without being connected to a base station. The proposed estimation algorithm is a two-step machine learning algorithm, based on Expectation-Maximization. An off-the-shelf software-defined radio is used for the implementation of the measurement tool, making it inexpensive and widely applicable. The measurement method is entirely passive and does not depend on any connection to the network, making it completely […]

The recent advancements in artificial intelligence (AI) have ushered in a transformative era across various industries, and the biking industry is no exception. Join this workshop and discover the dynamic interplay between AI developments and the biking industry! Get insights into the potential disruptions and opportunities that small and medium enterprises (SMEs) in this industry may encounter. After the talk, voice your views with like-minded participants. This webinar takes place on behalf of the European Digital Innovation Hub (EDIH) Crowd-in-Motion, which aims to provide customized consulting services to European public administrations, start-ups and SMEs to foster their journey towards digitization – particularly in the realms of mobility, tourism and alpine sports. In doing so, EDIH Crowd-in-Motion aims to be a one-stop shop to unleash these entities’ digital potential, with free-of-charge services to micro, small and medium-sized businesses.For more information, please visit https://www.crowd-in-motion.eu/. January 25, 2024, 11:00-12:15 Language: EnglishLocation: online, via Zoom (registration required) Agenda

AbstractDigital twins have emerged as a key technological concept in the manufacturing industry. They form an information hub for industrial equipment and interact with dedicated applications in the operational manufacturing network. Digital twins consume and deliver information from machines to basically all connected applications. This results in complex integration requirements. The paper builds on previously designed semantic interoperability concepts for datadriven digital twins. It gives an overview of semantic data integration standards and provides insights into the current implementation of semantic integration patterns. Based on the challenges of the underlying research project “i-Twin”, semantic integration patterns provide standardized communication channels for operational management systems and connected assets. They build on the services of the semantic data integration middleware and use semantic connectors to bridge the proprietary data objects with an I4.0 compliant information model based on the asset administration shell (AAS). Semantic integration patterns will reduce the integration effort for equipment manufacturers and software providers, […]

Abstract Die Digitalisierung steigert die Komplexität der Kommunikation in vernetzten Produktionssystemen. Salzburg Research und COPA-DATA arbeiten an einem revolutionären Konzept: Semantic Integration Patterns reduzieren den Integrationsaufwand und schaffen sichere und standardisierte Kommunikationskanäle.

Digitalization increases the complexity of communication in networked production systems. Salzburg Research and COPA-DATA are working on a revolutionary concept: Semantic Integration Patterns are designed to facilitate integration and create secure and standardized communication channels.