Iulia Stamatescu

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 35

Top Topics

Energy Consumption

Load Forecasting

Top Venues

Publications

Georgiana Cretu, Iulia Stamatescu, Grigore Stamatescu
Modeling and Prediction of Occupancy in Buildings Based on Sensor Data Using Deep Learning Methods. IEEE Access 12 (2024)
Silvian-Marian Petrica, Ioana Fagarasan, Nicoleta Arghira, Iulia Stamatescu, Giorgian Neculoiu, Ramona-Oana Flangea
Energy Efficient IoT Air Quality Monitoring System. CSCS (2023)
Georgiana Cretu, Iulia Stamatescu, Grigore Stamatescu
Evaluation of Deep Learning and Machine Learning Algorithms for Building Occupancy Classification on Open Datasets. MED (2023)
Sabin Rosioru, Grigore Stamatescu, Iulia Stamatescu, Ioana Fagarasan, Dan Popescu
Deep Learning based Parts Classification in a Cognitive Robotic Cell System. ICSTCC (2022)
Cristina Nichiforov, Nicoleta Arghira, Grigore Stamatescu, Iulia Stamatescu, Ioana Fagarasan, Sergiu Stelian Iliescu
Efficient Load Forecasting Model Assessment for Embedded Building Energy Management Systems. AQTR (2022)
Razvan Adrian Luchian, Sabin Rosioru, Iulia Stamatescu, Ioana Fagarasan, Grigore Stamatescu
Enabling Industrial Motion Control through IIoT Multi-Agent Communication. IECON (2021)
Razvan Adrian Luchian, Grigore Stamatescu, Iulia Stamatescu, Ioana Fagarasan, Dan Popescu
IIoT Decentralized System Monitoring for Smart Industry Applications. MED (2021)
Georgiana Cretu, Iulia Stamatescu, Grigore Stamatescu
Building Occupancy Classification from Indirect Sensing with Heterogeneous Datasets. IDAACS (2021)
Ruben Iacob Munteanu, Iulia Stamatescu, Vasile Calofir, George Bogdan Nica, Sergiu Stelian Iliescu
Structural damage mitigation using a fuzzy controller. CSCS (2021)
Robert Fagaras, Cristina Nichiforov, Iulia Stamatescu, Grigore Stamatescu
Evaluation of Compressed Residential Energy Forecasting Models. SMC (2021)
Grigore Stamatescu, Iulia Stamatescu, Nicoleta Arghira, Ioana Fagarasan
Cybersecurity Perspectives for Smart Building Automation Systems. ECAI (2020)
Iulia Stamatescu, Roxana Mihalache, Nicoleta Arghira, Ioana Fagarasan, Grigore Stamatescu
Model for Optimized EVSE Deployment in Dense Urban Areas. IECON (2020)
Cristina Nichiforov, Grigore Stamatescu, Iulia Stamatescu, Ioana Fagarasan
Learning Dominant Usage from Anomaly Patterns in Building Energy Traces. CASE (2020)
Anamaria Iamandi, Sergiu Stelian Iliescu, Nicoleta Arghira, Ioana Fagarasan, Iulia Stamatescu, Vasile Calofir
Distance Protection Scheme for a Digital Substation. AQTR (2020)
Cristina Nichiforov, Ionut Stancu, Iulia Stamatescu, Grigore Stamatescu
Information Extraction Approach for Energy Time Series Modelling. ICSTCC (2020)
Cristina Nichiforov, Grigore Stamatescu, Iulia Stamatescu, Ioana Fagarasan, Sergiu Stelian Iliescu
Building Electrical Load Forecasting through Neural Network Models with Exogenous Inputs. ICSTCC (2019)
Claudia F. Chitu, Grigore Stamatescu, Iulia Stamatescu, Valentin Sgârciu
Assessment of Occupancy Estimators for Smart Buildings. IDAACS (2019)
Grigore Stamatescu, Iulia Stamatescu, Nicoleta Arghira, Ioana Fagarasan
Data-Driven Modelling of Smart Building Ventilation Subsystem. J. Sensors 2019 (2019)
Grigore Stamatescu, Iulia Stamatescu, Nicoleta Arghira, Ioana Fagarasan
Data-driven Modelling of Smart Building Ventilation Subsystem. CoRR (2019)
Nicoleta Arghira, Ioana Fagarasan, Cristina Nichiforov, Sergiu Stelian Iliescu, Iulia Stamatescu, Vasile Calofir, Nicoleta Daniela Ignat
Demand Dispatch for the Distribution Grid - A Proposal for the Romanian Power System. CSCS (2019)
Cristina Nichiforov, Grigore Stamatescu, Iulia Stamatescu, Ioana Fagarasan
Evaluation of Sequence-Learning Models for Large-Commercial-Building Load Forecasting. Inf. 10 (6) (2019)
Grigore Stamatescu, Cristian Dragana, Iulia Stamatescu, Loretta Ichim, Dan Popescu
IoT-Enabled Distributed Data Processing for Precision Agriculture. MED (2019)
Cristina Nichiforov, Grigore Stamatescu, Iulia Stamatescu, Nicoleta Arghira, Ioana Fagarasan, Sergiu Stelian Iliescu
Embedded On-line System for Electrical Energy Measurement and Forecasting in Buildings. IDAACS (2019)
Cristina Nichiforov, Grigore Stamatescu, Iulia Stamatescu, Ioana Fagarasan, Sergiu Stelian Iliescu
Intelligent Load Forecasting for Building Energy Management Systems. ICCA (2018)
Iulia Stamatescu, Stéphane Ploix, Ioana Fagarasan, Grigore Stamatescu
Data Center Server Energy Consumption Optimization Algorithm. MED (2018)
Iulia Stamatescu, Valeria Bolboaca, Grigore Stamatescu
Distributed Monitoring of Smart Buildings with Cloud Backend Infrastructure. CoDIT (2018)
Ioana Fagarasan, Iulia Stamatescu, Nicoleta Arghira, Daniela Hossu, Andrei Hossu, Sergiu Stelian Iliescu
Control Techniques and Strategies for Microgrids: Towards an Intelligent Control. CSCS (2017)
Grigore Stamatescu, Iulia Stamatescu, Nicoleta Arghira, Cristian Dragana, Ioana Fagarasan
Data-driven methods for smart building AHU subsystem modelling. IDAACS (2017)
Ioana Fagarasan, Iulia Stamatescu, Cristina Nichiforov, Grigore Stamatescu, Nicoleta Arghira, Sergiu Stelian Iliescu
Laboratory scale wind energy harvester. IDAACS (2017)
Vu Minh Hung, Iulia Stamatescu, Cristian Dragana, Nicolae Paraschiv
Comparison of model reference adaptive control and cascade PID control for ASTank2. IDAACS (2017)
Claudia F. Chitu, Grigore Stamatescu, Iulia Stamatescu, Valentin Sgarciu
Wireless system for occupancy modelling and prediction in smart buildings. MED (2017)
Iulia Stamatescu, Grigore Stamatescu, Ioana Fagarasan, Nicoleta Arghira, Vasile Calofir, Sergiu Stelian Iliescu
ASID: Advanced system for process control towards intelligent specialization in the power engineering fiele. IDAACS (2017)
Tiberiu Marinescu, Nicoleta Arghira, Daniela Hossu, Ioana Fagarasan, Iulia Stamatescu, Grigore Stamatescu, Vasile Calofir, Sergiu Stelian Iliescu
Advanced control strategies for irrigation systems. IDAACS (2017)
Grigore Stamatescu, Iulia Stamatescu, Nicoleta Arghira, Vasile Calofir, Ioana Fagarasan
Building Cyber-Physical Energy Systems. CoRR (2016)
Grigore Stamatescu, Iulia Stamatescu
Open and closed loop simulation for predictive control of buildings. MED (2016)
Grigore Stamatescu, Iulia Stamatescu, Cristian Dragana, Dan Popescu
Large scale heterogeneous monitoring system with decentralized sensor fusion. IDAACS (2015)
Grigore Stamatescu, Iulia Stamatescu, Dan Popescu, Cristian Mateescu
Sensor fusion method for altitude estimation in mini-UAV applications. ECAI (2015)
Nicoleta Arghira, Ioana Fagarasan, Grigore Stamatescu, Sergiu Stelian Iliescu, Iulia Stamatescu, Vasile Calofir
Some Aspects concerning the Cyber-Physical Systems Approach in Power Systems. CoRR (2014)
Ionela Halcu, Grigore Stamatescu, Iulia Stamatescu, Valentin Sgarciu
An analysis of security and communication constraints of IPv6-based Sensor Networks. ECAI (2014)
Vasile Calofir, Valentin Tanasa, Ioana Fagarasan, Iulia Stamatescu, Nicoleta Arghira, Grigore Stamatescu
A Backstepping Control Method for a Nonlinear Process - Two Coupled-Tanks. CoRR (2013)