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We propose a methodology for proactive maintenance of Uninterruptible Power Supply (UPS) devices based on online health-status monitoring and application of data analytics for prediction of UPS components' failures. The goals of the work are (i) improvement of reliability of UPS devices by ensuring prompt action prior to a failure of a component, and (ii) provision of more cost-effective maintenance...
With growing complexity of electric power systems, a total number of disturbances is expected to increase. Analyzing these disturbances and understanding grid’s behavior, when under a disturbance, is a prerequisite for designing methods for boosting grid’s stability. The main obstacle to the analysis is a lack of relevant data that are publicly available. In this paper, we present a design and implementation...
Availability of autonomous systems can be enhanced with self-monitoring and fault-tolerance methods based on failures prediction. With each correct prediction, proactive actions may be taken to prevent or to mitigate a failure. On the other hand, incorrect predictions will introduce additional downtime associated with the overhead of a proactive action that may decrease availability. The total effect...
A gradual move in the electric power industry towards Smart Grids brings several challenges to the system operation such as preserving its resilience and ensuring security. As the system complexity grows and a number of failures increases, the need for grid management paradigm shift from reactive to proactive is apparent and can be realized by employing advanced monitoring instruments, data analytics...
With Smart Grids efficiency of the electric power delivery service can be significantly increased by using advanced ICT infrastructure. The looming danger of merging two critical infrastructures, ICT and electric power, is that dependability may be compromised due to interdependencies and different approaches to dependability in the two communities. This calls for a unified approach to dependability...
Energy consumption can be to some extent steered not only in time but in special cases in space as well. This mostly concerns electric vehicles (EV) charging. In this work we present conceptual solution of a ‘GeoGreen Cell’ developed in scope of an international project — Ge(o)Green. The main purpose of such an aggregation is to efficiently coordinate. EV charging with respect to price of energy both...
An ever-increasing number of both functional and non-functional requirements has resulted in growing system complexity which demands for new solutions in system modeling and evaluation. As a remedy, service-oriented architecture (SOA) proposes services as basic building elements of system design. Service dependability is highly dependent on the properties of the underlying information and communications...
Technically sustainable solutions for integration of (PH)EVs in Smart Grid emerge as an important concern. We discuss the need for introduction of Virtual Aggregations supported by implementation of Virtual Meters in power system structures. We advocate our proposal with an evaluation of scenarios based on realistic data. The structure and functionalities of the Virtual Aggregator, as well as proposed...
Economical and environmental concerns push toward novel solutions for sustainable, renewable and intelligent energy power grid — the Smart Grid. Such complex system, or better aggregation of systems, involve a number of various stakeholders coming from different areas of expertise, requires novel ICT solutions, etc. Even so, on-going projects do not apply unique formal design methodology and language...
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