„… Resource-efficient dimensioning, usage and maintenance of machine components through AI-based …” „… virtual sensors AI-based virtual sensors for cost-effective collection of usage pro-files and predictive …” „… kleineren Dimensionierung ausgeglichen wer-den können. Abstract This paper describes how AI-based virtual …”

„… maintenance of machine components through AI-based virtual sensors …” „… � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � �65 B. Seba, D. Vidinha Santos, U. Weiss, Liebherr machines bulle, Bulle, Switzerland f Hydrogen based …” „… � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � 113A. Meyer, M. Kurz, F. Madlener, Kramer Werke GmbH, PfullendorfSolutions for a needs-based range …”

„… a causal model of relevant failure patterns for the development of knowledge-based AI models using …” „… identified and AI agents can be developed based on this. 1. Introduction Machine tools are used in industry …” „… , explainability of the AI model is significantly enhanced by implementing a model structure based on linguistic …”

„… of actual field measure decisions, by providing AI-based recommendations on field measure design …” „… experts and in terms of the RA-supported and AI-based runtime determination of a TWE. 1. Technical …” „… realized, by RA support, and how it is determined and discussed based on AI-based RA recommendation, which …”

„… data-based AI, and third, we select and develop the AI methods which are suitable to bring further our …” „… AI-based method can automatically detect the mood of the driver, AI plays an essential role in the design …” „… defect products from the production line based on optical inspection. Even if several success stories …”

„… Driver’s Seat / AI – enabling autonomous driving and transportation …” „… Komponenten Antrieb Transfermolded, leadframe based power modules …” „… . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 149 J. Homoth, Robert Bosch GmbH, Reutlingen f Bordnetz und Komponenten Simulation based powernet …”

„… assistance systems to implementing AI-based quality control measures, the applications are myriad. However …” „… . Generative AI models learn patterns and structures from existing data and then generate new content based on …” „… corresponding improvement in product quality. Generative AI can simulate various production scenarios to …”

„… enable transparent communication and interaction between these cores. Apex.AI’s middleware is based on …” „… provide automotive-grade, production-ready versions of ROS. With our solution we want to offer a …” „… production-ready and automotive-enabled implementation and offers professional support to its users. Portability …”

„… continuous delivering process of SW features and AI/ML models after the start of production. OEMs need the …” „… Abstract A revolution in vehicle hardware architectures is well under way. Most OEMs will launch zone-based …” „… software architecture has not yet even begun. Consider:  Modern, cloud-based DevOps solutions are …”

„… Seeing with Sound: AI-Based Detection of Participants in Automotive Environment from Passive Audio …” „… with AI-based audio processing, AES Conference on Automotive Audio, Dearborn, Mi, USA, June8-10, 2022 …” „… inexpensive reference architecture based on automotive grade components, and report on the updated state of …”

„… principles, approaches, and guidelines regarding AI (based on “Bosch code of ethics for AI”, released …” „… usage of Artificial Intelligence (AI) to perform these assignments automatically in an industrial …” „… application of AI for this use-case, resulting in no concern. 2. Introduction Systems to be developed are …”

„… cloud-native software development could be characterized by microservice-based software development with …” „… microservice or incumbent real-time operating system (RTOS) based or a combination of both. In case of the …” „… service-oriented middleware. The RTOS or microservices can host both Adaptative AutoSAR and ROS based …”

„… performance, reduce testing times, and scale up production—and we see that the industry needs to make a lot of …” „… insights. We must re-engineer and transform our processes using AI, ML, automation, and digital …” „… performance. This paper walks you through the basics of battery production, compares testing methods, and …”

„… require AI-based algorithms, which need a lot of computational power as well as reliable high-bandwidth …” „… production-ready solution, portability to different hardware platforms, ease of adding more applications, easy …” „… providing upgradeability, modularity, and the computing power required for the integration of AI …”

„… process based on systems engineering has been introduced at Porsche AG. This is based on clustering the …” „… introduced at Porsche AG, which is based on systems engineering. The basis is systems theory with clustering …” „… the vehicle. The time required for tooling is high, especially for the last loop with production tools …”

„… strength. For this purpose, an AI/ML model is trained based on historical lab data from a cement production …” „… was then deployed on the edge to predict 28-day strength based on production data provided every 2-3 …” „… analytics on an example use case cement strength prediction. We showed how an AI/ML model trained based on …”

„… applications, restricting the AI and ML approaches. Within this paper we introduce our Flexible Production …” „… al., “A decision-making framework for dynamic scheduling of cyber-physical production systems based …” „… stellen wir die Flexible Production Simulation (FliPSi) vor. FliPSi ist eine Simulationsumgebung für CPPS …”

„… the production performance, the industrial analytics (IA) is applied using data-driven and AI-based …” „… machine learning or artificial intelligence based. In general, this can be directly modelled as supervised …” „… possess certain domain knowledge [4]. Fig. 1: Illustration of pool based active learning algorithm In …”

„… Review of the Roles of Digital Twin in CPS-based Production Systems,” Procedia Manufacturing, vol. 11, pp …” „… Reconfiguration Demand and Generation of Alternative Configurations for Cyber-Physical Production Systems,” in …” „… Advances in Automotive Production Technology-Theory and Application: Springer, 2021, pp. 63–70. [6] T …”

„… . [3] E. Järvenpää, “Capability-based Adaptation of Production Systems in a Changing Envi-ronment …” „… , “Cyber-physical Production System: Roots, Expectations and R&D Chal-lenges” Procedia CIRP, vol. 17, pp. 9-13, 2014 …” „… modeling approaches for planning in cyber physical production systems,” in Proceedings of the 2014 IEEE …”

„… , Expertentipps. Berlin: VDE VERLAG 2022 [5] Eiteneuer, B. u. Niggemann, O.: LSTM for Model-Based Anomaly …” „… [16] Wang, K. u. Wang, Y.: How AI Affects the Future Predictive Maintenance: A Primer of Deep Learning …” „… ] Bunte, A., Richter, F. u. Diovisalvi, R.: Why It is Hard to Find AI in SMEs: A Survey from the Practice …”