Reinforcement learning, deep learning, decision trees, neural networks and genetic algorithms.
Time series analysis and clustering techniques for decision making support tools.
Technological support for creating, storing, and managing big data streams.
Building and deploying big data applications and advanced analytics for customized insights.
Data disambiguation, noise elimination and predictive analytics.
Smart grids management and optimized operation.
Decentralized management of flexibility.
Energy demand and flexibility prediction.
Energy efficiency optimization.
VPP and prosumers coalitions creation and management.
Energy and flexibility market for P2P trading.
Demand Response management
Nonlinear programming optimization for increasing systems energy efficiency.
Blockchain platform and smart contracts implementation.
Blockchain based trading market implementation and management
Distributed shared ledger implementation.
Ethereum technology integration.
Privacy-preserving techniques for blockchain platforms.
Distributed peer to peer control.
Distributed consensus (PoW and PoS).
Blockchain Tokens Creation.
Homomorphic encryption for private P2P trading mechanisms.
Blockchain and federated learning infrastructures.
Blockchain for tamper proof registration and audit
Big data and ML adaptable infrastructures integrating data from various IoT sensors, software agents and self-reporting activities used to:
(i) Assess the cognitive state of MCI older adults
(ii) Manage the transitional care process for older adults and personalize their monitoring and care plans.
(iii) Personalize social robots interaction.
(iv) Manage and assess polypharmacy and medicine intake.
(v) Monitor heart disease and offer support for healthcare professionals.
Mathematical modeling of complex systems and environments.
System behavioral analysis.
Digital Twins.
Semantic web and ontology engineering.
Rule-based reasoning over semantic representations for knowledge extraction and decision making.
What-if model simulation techniques.
Mathematical modeling and simulation of complex hybrid systems that exhibits both continuous and discrete behaviors.
Multi-objective and multi-criteria problems solving using mathematical models.
Analysis and optimization of processes based on event logs using process mining.
Industrial process real time control and costs optimization.
Bio-inspired hybrid meta-heuristics applicable in multi-objective optimization problems such as:
(i) selecting the optimal solution in semantic web service composition
(ii) data clustering
(iii) business process mining
(iv) generating personalized healthy diet recommendations
(v) ensuring energy efficiency at the server/data center level
Cloud-edge computational orchestration and offloading.
Cloud-fog-edge architectures for optimal load management.
Cloud DCs energy usage assessment.
Cloud workload consolidation for energy consumption reduction.
Delay tolerant workload scheduling for minimizing energy costs.
Optimization of cloud DCs energy consumption through Dynamic Power Management.
HORIZON-CL5-2023-D3-01-15
Holistic Approach towards Empowerment of the DiGitalization of the Energy Ecosystem through adoption of IoT solutions 2023-2026
Transforming Health and Care Systems
New care pathways for supporting TRANSitional CARE from hospitals to home using AI and personalized digital assistance 2024-2027
LEAP-RE: Europe-Africa Research and Innovation call on Renewable Energy
Microgrids Development in North Africa 2023-2025
PN-IV-P8-8.1-PRE-HE-ORG-2024-0194
Sprijinirea transformarii digitale a ecosistemului energetic si cresterea rezilientei acestuia prin dezvoltarea si testarea de solutii AI-IoT pentru platforme edge-cloud 2025-2026
PN-IV-P8-8_1-PRE-HE-ORG-2023
Unelte si servicii bazate pe date pentru programele de raspuns la cerere agnostice energetic in cladiri rezidentiale 2024-2025
ACTIVE AND ASSISTED LIVING PROGRAMME 2019
Social robot-based solution for elders’ Care management and coaching after discharge from Hospital to Home 2020-2023
ACTIVE AND ASSISTED LIVING PROGRAMME 2019
Smart assistant to prevent and detect cognitive decline, promote cognitive function and social inclusion among older adults 2020-2023
ACTIVE AND ASSISTED LIVING PROGRAMME 2017
Robotic ePartner for Multitarget INnovative activation of people with Dementia 2018-2022
PN-III-P3-3.6-H2020-2020-0031
Increasing the involvement of energy consumers at the level community by combining technologies of data analysis and blockchain 2021-2023
PNIII Postdoc research
Data Centers Liquid Cooling: Novel Techniques for Optimal Thermal Flexibility Shifting and on-demand Waste Heat Re-use 2020-2022
ACTIVE AND ASSISTED LIVING PROGRAMME 2016
ICT Integrated System for Coordinated Polypharmacy Management in Dementia Patients 2017-2019
FP7-ICT-2013.6.2: Data Centres in an energy-efficient and environmentally friendly Internet
FP7-ICT-2009-6.3: ICT for Energy efficiency
PN-III-P2-2.1-BG-2016-36
Technologies for efficient management and scheduling of cloud resources in cloud for reducing Alpis data centre energy consumption
2016-2018
PN-III-P2-2.1-BG-2016-37
Technologies for Digitalization, Analysis and Optimization of Manufacturing of Flow Regulators and Monitors at Emerson Factory
2016-2018
Blockchain distributed systems and services 2016-2019
Active Assisted Living Joint Programme 5 2012
Active Assisted Living Joint Programme 6 2013
OpenNebula Green Cloud Scheduler Plugin
Integrated System for developing semantically-enhanced archive content
RO CNMP Program 4(2007 – 2010)
Integrated IT system for assuring traceability and quality control in food industry
RO CEEX (2006 – 2008)
Ontology Driven Automatic Web Service Composition
RO CNCSIS PN II Ideas
(2007-2010)