„… Management System) is based on a multilevel condition and structural health monitoring concept. Which can be …” „… monitoring and inspection data holistically. Thus, the condition assessment can be done based on the real …” „… Predictive Maintenance für WEA-Strukturen Dr.-Ing. Christian T. Geiss, GI-Engineering UG …”

„… maintenance, an accurate condition monitoring system for rubber-metal-elements should be developed. During …” „… . Thereby lifetime tests are run under non-stationary operating conditions to generate temperature …” „… Zustände beruht. Im letzten Fall spricht man auch von prädiktiver Instandhaltung (Predictive Maintenance …”

„… literature on condition monitoring of wind turbines [1] [2] reveal the relevance that reliability based …” „… . Sharma and Z. Y. Zhang, "SCADA data based condition monitoring of wind turbines," Advanced Manufacturing …” „… maintenance systems have on the reduction of the cost of energy. Even when it is possible to monitor wind …”

„… turbines have become an integral part of an energy supply system mainly based on renewable resources. Model …” „… Predictive Control (MPC) provide control signals based on an optimization, which relies on a prediction of …” „… the Hamilton equations are used within this paper. As a boundary condition the fatigue strength of …”

„… . Thus, the condition assessment can be done based on the real component loading and is not solely …” „… level of the systems. The application of condition monitoring and nondestructive testing techniques …” „… . VDI-Berichte Nr. 2345, 2019 29 1. The Importance of Predictive Maintenance for Wind Turbine Operations Wind …”

„… Interesse den Zustand ihrer Systeme zu kennen (z. B. Condition based Maintenance), zu prognostizieren (z. B …” „… . Randall, Vibration-based Condition Monitoring, Chichester, UK: John Wiley & Sons, Ltd, 2011. [4] J …” „… condition-diagnostics of bearings during operation. Usually these approaches require either a lot of manual work to …”

„… under given loading and environmental conditions is crucial for cost and safety reasons. There are …” „… such as mileage, load and environmental conditions in order to retrieve a Remaining Useful Lifetime …” „… estimation. These methods are based on damage accumulation without capturing real-life usage patterns and …”

„… Zuverlässigkeit zur Folge hat. Abstract In this paper, bootstrap simulation based methods are introduced …” „… which enable to consider the distribution and statistical quality of both stress at use condition and …” „… .; Bertsche, B.: Component reliability allocation and demonstration test planning based on system reliability …”

„… . Preventive Maintenance (PM) is used when maintenance is based on fixed time intervals depending on the …” „… needed. PdM accounts for the actual condition of the system and is based on the load. PHM is a fairly new …” „… production machines into digitalised production systems. Condition monitoring, remote diagnosis and the early …”

„… improved condition-based maintenance,“ Big Sky, MT, USA, 2002. [3] E. Hüllermeier und W. Waegeman …” „… enhancements to diagnostic systems for improved condition-based maintenance,“ Big Sky, MT, USA, 2002. [3] E …” „… gegeben und die konkret untersuchte Me-thode der Physics-Based Regularization wird vorgestellt. Es wird …”

„… identify proper field measures based on extensive findings from reliability analyses [1] and further …” „… . More specifically, a web-based decision support system, a robo advisor (RA), is depicted, which is …” „… data up to the evaluation of, decision on, and maintenance of field measures. Such RA have already …”

„… prognosis under defined operating conditions. These include different neural network architectures, decision …” „… . Zerhouni, N.: Prognostics and health management for maintenance practitioners - Review, implementation and …” „… architectures on time series condition data for remaining useful life prognosis under defined loading levels. In …”

„… condition, referred to as status, is predicted, indicating whether maintenance is necessary. 2.2 Asset …” „… along with anomaly scores related to how likely the condition is based to the learned health condition …” „… commissioning of a predictive maintenance solution based on the CoMo results. For instance, a prognosis model …”

„… assessment aspects, i.e. (1) measurement-based anomaly detection, (2) as-built comparison of requirements …” „… . The measurement-based anomaly detection function makes use of P&I diagrams such as DEXPI [1] to find …” „… maintenance schedules to simplified maintenance logs [7]. The problem occurs as manufacturers are developing …”

„… specific information such as asset nameplate, documentation, maintenance information, asset process data …” „… integration, carbon footprint, predictive maintenance, diagnostics etc. An AAS use-case such as provision of …” „… based on Web of Things Thing Description (WoT TD) [4] is aimed to pro-vide a standardized structure that …”

„… maintenance tool in industrial plants. In this paper, we explore the use of thermal monitoring based on point …” „… for the condition monitoring of electrical equipment. In this paper the use of point sensors to …” „… fires. Given the potential dangers of overheating, thermal condition monitoring is a useful predictive …”

„… for operation and maintenance. However, all application requirements of all companies inside an …” „… introduce a general model for shared 5G automation networks. Based on that we indicate the focus of this …” „… are based on the work in the funded research project "5G Industrial Working and Co-Working Space (5 …”

„… pressures, of machine tools are either neglected in terms of energy efficiency or performed manually based …” „… is accompanied by an extensive amount of process data, which favors the use of AI-based methods …” „… Maintenance Systems, Dhahran: Springer International Publishing AG Switzerland, 2015. [8] F. Bertagnolli …”

„… Resource-efficient dimensioning, usage and maintenance of machine components through AI-based …” „… continuously improving the prediction based on field data and indi-rect data (e.g. weather, road conditions …” „… . Rinderknecht, R. Fietzek und S. Foulard, „Online and Real-Time Condition Prediction for Transmissions based on …”

„… engines are based with few exceptions on the level of Euro VI heavy-duty vehicles. The engine categories …” „… engines in service" – In-Service Monitoring (ISM). The exact conditions for the selection of engines, the …” „… to provide a representative check of motors installed in machines based on normal operating load …”