8 papers
A systematic review of generative AI usage for IT project management
Ionut Anghel, Tudor Cioara
This paper aims to synthesize current knowledge on generative AI in IT project management using the PRISMA methodology to provide researchers with a comprehensive perspective on te…
Edge-Oriented Orchestration of Energy Services Using Graph-Driven Swarm Intelligence
Liana Toderean, Dragos Lazea, Vasile Ofrim +3
As smart grids increasingly depend on IoT devices and distributed energy management, they require decentralized, low latency orchestration of energy services. We address this with…
Performance Evaluation of LLMs in Automated RDF Knowledge Graph Generation
Ioana Ramona Martin, Tudor Cioara, Ionut Anghel +1
Cloud systems generate large, heterogeneous log data containing critical infrastructure, application, and security information. Transforming these logs into RDF triples enables the…
A Laplace diffusion-based transformer model for heart rate forecasting within daily activity context
Andrei Mateescu, Ioana Hadarau, Ionut Anghel +3
With the advent of wearable Internet of Things (IoT) devices, remote patient monitoring (RPM) emerged as a promising solution for managing heart failure. However, the heart rate ca…
Microgrids Coalitions for Energy Market Balancing
Viorica Chifu, Cristina Bianca Pop, Tudor Cioara +1
With the integration of renewable sources in electricity distribution networks, the need to develop intelligent mechanisms for balancing the energy market has arisen. In the absenc…
From Transformers to Large Language Models: A systematic review of AI applications in the energy sector towards Agentic Digital Twins
Gabriel Antonesi, Tudor Cioara, Ionut Anghel +3
Artificial intelligence (AI) has long promised to improve energy management in smart grids by enhancing situational awareness and supporting more effective decision-making. While t…