Grigore Stamatescu

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 72

Top Topics

Energy Management

Robotic Platform

Predictive Control

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)
Mihai-Daniel Pavel, Grigore Stamatescu
Flexible Manufacturing System for Enhanced Industry 4.0 and Industry 5.0 Applications. DCOSS-IoT (2024)
Marian G. Craioveanu, Grigore Stamatescu
Detection and Identification of Unexploded Ordnance Using a Two-Step Deep Learning Methodology. MED (2024)
Cristian Dragana, Mihai-Daniel Pavel, Grigore Stamatescu, Dan Popescu
Unveiling Hidden Patterns: Harnessing the Matrix Profile Algorithm for Enhanced Peatland Monitoring and Analysis. DCOSS-IoT (2024)
Mihaela Gabriela Boicu, Grigore Stamatescu, Ioana Fagarasan, Mihaela Vasluianu, Giorgian Neculoiu, Marius-Alexandru Dobrea
Optimizing Occupant Comfort in a Room Using the Predictive Control Model as a Thermal Control Strategy. Sensors 24 (12) (2024)
Radu Plamanescu, Manuel Pitz, Marwa Maghnie, Catalin Deaconescu, Grigore Stamatescu, Dirk Müller, Antonello Monti, Mihaela M. Albu
Open-Source Platform for Integrating High-Reporting rate Information Using FIWARE Technology. AMPS (2023)
Radu Plamanescu, Catalin Deaconescu, Grigore Stamatescu, Mihaela M. Albu
High-Reporting Rate Smart Metering Framework using FIWARE Technology. I2MTC (2023)
Grigore Stamatescu, Radu Plamanescu, Mihaela M. Albu
Leveraging Anomaly Detection and AutoML for Modelling Residential Measurement Power Traces. AMPS (2023)
Ahmed Iqdymat, Grigore Stamatescu
Analysis of Trajectory Optimization for Solving Tower of Hanoi Problem using Industrial Manipulator. CSCS (2023)
Mihaela Gabriela Boicu, Grigore Stamatescu, Cosmin-Florin Fudulu, Marius-Alexandru Dobrea, Mihaela Vasluianu, Giorgian Neculoiu
Decision System for Ensuring Thermal Comfort of Occupants in a Smart Building. CSCS (2023)
Silviu Gresoi, Ioana Fagarasan, Stefan Mocanu, Grigore Stamatescu
Analysis of anomalies in fraud detection for Smart and Non-smart Grids. CSCS (2023)
Silviu Gresoi, Stefan Mocanu, Ioana Fagarasan, Grigore Stamatescu
Enhancing the detection of fraudulent activities in the distribution of energy through data mining algorithms. CSCS (2023)
Mihaela Gabriela Boicu, Ioana Fagarasan, Grigore Stamatescu, Mihaela Vasluianu, Cosmin-Florin Fudulu, Marius-Alexandru Dobrea
An Occupant-Centric Comfort Control Strategy Using Wearable Smart Devices in Smart-Buildings. IDAACS (2023)
Al Jizani Mohammed Kadhim Salman, Grigore Stamatescu
Daily Monitoring of Speech Impairment for Early Parkinson's Disease Detection. IDAACS (2023)
Georgiana Cretu, Iulia Stamatescu, Grigore Stamatescu
Evaluation of Deep Learning and Machine Learning Algorithms for Building Occupancy Classification on Open Datasets. MED (2023)
Grigore Stamatescu, Radu Plamanescu, Irina Ciornei, Mihaela M. Albu
Detection of Anomalies in Power Profiles using Data Analytics. AMPS (2022)
Mihai-Daniel Pavel, Sabin Rosioru, Nicoleta Arghira, Grigore Stamatescu
Control of Open Mobile Robotic Platform Using Deep Reinforcement Learning. SOHOMA (2022)
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)
Dan Popescu, Mihaela Deaconu, Loretta Ichim, Grigore Stamatescu
Retinal Blood Vessel Segmentation Using Pix2Pix GAN. MED (2021)
Grigore Stamatescu, Claudia F. Chitu
Privacy-Preserving Sensing and Two-Stage Building Occupancy Prediction Using Random Forest Learning. J. Sensors 2021 (2021)
Grigore Stamatescu, Irina Ciornei, Radu Plamanescu, Ana Maria Dumitrescu, Mihaela M. Albu
Reporting Interval Impact on Deep Residential Energy Measurement Prediction. AMPS (2021)
Razvan Adrian Luchian, Grigore Stamatescu, Iulia Stamatescu, Ioana Fagarasan, Dan Popescu
IIoT Decentralized System Monitoring for Smart Industry Applications. MED (2021)
Mircea Stefan Simoiu, Grigore Stamatescu, Vasile Calofir, Ioana Fagarasan, Sergiu Stelian Iliescu
Comparative Analysis of Predictive Models for Subway Rolling Stock Energy Forecasting. CSCS (2021)
Grigore Stamatescu, Anatoliy Sachenko, Dan Popescu
Convergence of Intelligent Data Acquisition and Advanced Computing Systems. Sensors 21 (7) (2021)
Georgiana Cretu, Iulia Stamatescu, Grigore Stamatescu
Building Occupancy Classification from Indirect Sensing with Heterogeneous Datasets. IDAACS (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)
Dan Popescu, Florin Stoican, Grigore Stamatescu, Loretta Ichim, Cristian Dragana
Advanced UAV-WSN System for Intelligent Monitoring in Precision Agriculture. Sensors 20 (3) (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, Rahim Entezari, Kay Römer, Olga Saukh
Deep and Efficient Impact Models for Edge Characterization and Control of Energy Events. ICPADS (2019)
Grigore Stamatescu, Iulia Stamatescu, Nicoleta Arghira, Ioana Fagarasan
Data-Driven Modelling of Smart Building Ventilation Subsystem. J. Sensors 2019 (2019)
Viorel Mihai, Cristina Elena Hanganu, Grigore Stamatescu, Dan Popescu
WSN and Fog Computing Integration for Intelligent Data Processing. CoRR (2019)
Grigore Stamatescu, Iulia Stamatescu, Nicoleta Arghira, Ioana Fagarasan
Data-driven Modelling of Smart Building Ventilation Subsystem. CoRR (2019)
Dan Popescu, Florin Stoican, Grigore Stamatescu, Oana Chenaru, Loretta Ichim
A Survey of Collaborative UAV-WSN Systems for Efficient Monitoring. Sensors 19 (21) (2019)
Cristina Nichiforov, Grigore Stamatescu, Iulia Stamatescu, Ioana Fagarasan
Evaluation of Sequence-Learning Models for Large-Commercial-Building Load Forecasting. Inf. 10 (6) (2019)
Vasile Calofir, Ioana Fagarasan, Nicoleta Arghira, Mircea Stefan Simoiu, Grigore Stamatescu, Cristina Nichiforov, Sergiu Stelian Iliescu
Simulator for Automation and Control Systems in a Power System. CSCS (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)
Dan Popescu, Florin Stoican, Loretta Ichim, Grigore Stamatescu, Cristian Dragana
Collaborative UAV-WSN System for Data Acquisition and Processing in Agriculture. IDAACS (2019)
Grigore Stamatescu, Ioana Fagarasan, Anatoly Sachenko
Sensing and Data-Driven Control for Smart Building and Smart City Systems. J. Sensors 2019 (2019)
Vasile Calofir, George Bogdan Nica, Grigore Stamatescu, Nicoleta Arghira
Dynamic Nonlinear Modelling of Building Structure Using the Force Analogy Method. IDAACS (2019)
Claudia F. Chitu, Grigore Stamatescu, Alberto Cerpa
Building Occupancy Estimation using Supervised Learning Techniques. ICSTCC (2019)
Dan Popescu, Cristian Dragana, Florin Stoican, Loretta Ichim, Grigore Stamatescu
A Collaborative UAV-WSN Network for Monitoring Large Areas. Sensors 18 (12) (2018)
Viorel Mihai, Cristina Elena Hanganu, Grigore Stamatescu, Dan Popescu
WSN and Fog Computing Integration for Intelligent Data Processing. ECAI (2018)
Viorel Mihai, Cristian Dragana, Grigore Stamatescu, Dan Popescu, Loretta Ichim
Wireless Sensor Network Architecture based on Fog Computing. CoDIT (2018)
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)
Adrian Filipescu, Razvan Solea, Adriana Filipescu, Grigore Stamatescu, George Ciubucciu
Trajectory-Tracking Sliding-Mode Control of the Autonomous Wheelchair Modeled as a Nonholonomic WMR. ICCA (2018)
Cristian Patrascioiu, Grigore Stamatescu
Monitoring pH with HART communication. IDAACS (2017)
Cristian Dragana, Grigore Stamatescu, Loretta Ichim, Dan Popescu
Interlinking unmanned aerial vehicles with wireless sensor networks for improved large area monitoring. CoDIT (2017)
Claudia F. Chitu, Grigore Stamatescu, Valentin Sgârciu
Scalable architectures for stream analytics and data predictions dedicated to smart spaces. BuildSys@SenSys (2017)
Cristian Dragana, Viorel Mihai, Grigore Stamatescu, Dan Popescu
In-network stochastic consensus for WSN surveillance applications. ECAI (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)
Claudia F. Chitu, Grigore Stamatescu, Iulia Stamatescu, Valentin Sgarciu
Wireless system for occupancy modelling and prediction in smart buildings. MED (2017)
Cristian Dragana, Grigore Stamatescu, Viorel Mihai, Dan Popescu
Evaluation of cluster formation algorithm in large scale wireless sensor network. IDAACS (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)
Andrei Dobrin, Cristian Dragana, Grigore Stamatescu, Valentin Sgarciu
Hierarchical cloud storage engine. IDAACS (2017)
Cristian Dragana, Grigore Stamatescu, Viorel Mihai, Dan Popescu
An approach for weighted average consensus in event detection. MED (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, Alex Beltran, Alberto Cerpa
Data-driven Comfort Models for User-centric Predictive Control in Smart Buildings: Poster Abstract. BuildSys@SenSys (2016)
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)
Cristian Dragana, Grigore Stamatescu, Andrei Dobrin, Dan Popescu
Evaluation of continuous consensus algorithm in border surveillance missions. ECAI (2016)
Grigore Stamatescu, Alberto Cerpa
Zone-level agreement by consensus for building thermal energy management. ICCA (2016)
Grigore Stamatescu, Dan Popescu, Cristian Mateescu
Dynamic Task Planning of Aerial Robotic Platforms for Ground Sensor Data Collection and Processing. RAAD (2015)
Ionela Halcu, Grigore Stamatescu, Valentin Sgarciu
Enabling security on 6LoWPAN / IPv6 Wireless Sensor Networks. ECAI (2015)
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)
Grigore Stamatescu
Achieving Sensor Fusion for Collaborative Multi-level Monitoring of Pipeline Infrastructures. CoRR (2015)
Giorgian Neculoiu, Valentin Dache, Grigore Stamatescu, Valentin Sgarciu
Buildings modeling in order to implement optimal temperature control. 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)
Grigore Stamatescu, Dan Popescu, Radu Dobrescu
Cognitive radio as solution for ground-aerial surveillance through WSN and UAV infrastructure. ECAI (2014)
Adriana Olteanu, Grigore Stamatescu, Anca Daniela Ionita, Valentin Sgarciu
Enhanced Data Integration for LabVIEW Laboratory Systems. CoRR (2013)
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)
Andrei Maciuca, Grigore Stamatescu, Dan Popescu, Mircea Strutu
Integrating wireless body and ambient sensors into a hybrid femtocell network for home monitoring. ICSCS (2013)
Iulia Dumitru, Grigore Stamatescu, Ioana Fagarasan, Sergiu Stelian Iliescu
Dynamic Management Techniques for Increasing Energy Efficiency within a Data Center CoRR (2013)
Andrei Maciuca, Dan Popescu, Mircea Strutu, Grigore Stamatescu
Wireless sensor network based on multilevel femtocells for home monitoring. IDAACS (2013)
Grigore Stamatescu, Dan Popescu, Valentin Sgarciu
MICARES: Mote expansion module for gas sensing applications. IDAACS (2013)
Grigore Stamatescu, Valentin Sgarciu
Integration of Wireless Sensor Networks with Virtual Instrumentation in a Residential Environment CoRR (2013)
Grigore Stamatescu, Kay Römer, Ralf Ludwig, Saleh M. Ibrahim, Valentin Sgarciu
Work in progress: MiceNet: Monitoring behaviour of laboratory mice with sensor networks. DCOSS (2011)
Razvan Solea, Adrian Filipescu, Grigore Stamatescu
Sliding-mode real-time mobile platform control in the presence of uncertainties. CDC (2009)