Energy consumption forecasting using ARIMA and neural network models C Nichiforov, I Stamatescu, I Făgărăşan, G Stamatescu 2017 5th International Symposium on Electrical and Electronics Engineering …, 2017 | 88 | 2017 |
Deep learning techniques for load forecasting in large commercial buildings C Nichiforov, G Stamatescu, I Stamatescu, V Calofir, I Fagarasan, ... 2018 22nd international conference on system theory, control and computing …, 2018 | 38 | 2018 |
Evaluation of sequence-learning models for large-commercial-building load forecasting C Nichiforov, G Stamatescu, I Stamatescu, I Făgărăşan Information 10 (6), 189, 2019 | 17 | 2019 |
Intelligent load forecasting for building energy management systems C Nichiforov, G Stamatescu, I Stamatescu, I Făgărăşan, SS Iliescu 2018 IEEE 14th International Conference on Control and Automation (ICCA …, 2018 | 15 | 2018 |
Information extraction approach for energy time series modelling C Nichiforov, I Stancu, I Stamatescu, G Stamatescu 2020 24th International Conference on System Theory, Control and Computing …, 2020 | 11 | 2020 |
Learning dominant usage from anomaly patterns in building energy traces C Nichiforov, G Stamatescu, I Stamatescu, I Făgărăşan 2020 IEEE 16th international conference on automation science and …, 2020 | 7 | 2020 |
Embedded on-line system for electrical energy measurement and forecasting in buildings C Nichiforov, G Stamatescu, I Stamatescu, N Arghira, I Făgărăşan, ... 2019 10th IEEE International Conference on Intelligent Data Acquisition and …, 2019 | 5 | 2019 |
Efficient Load Forecasting Model Assessment for Embedded Building Energy Management Systems C Nichiforov, N Arghira, G Stamatescu, I Stamatescu, I Făgărăsan, ... 2022 IEEE International Conference on Automation, Quality and Testing …, 2022 | 4 | 2022 |
Demand dispatch for the distribution grid–a proposal for the romanian power system N Arghira, I Fagarasan, C Nichiforov, SS Iliescu, I Stamatescu, V Calofir, ... 2019 22nd International Conference on Control Systems and Computer Science …, 2019 | 4 | 2019 |
Simulator for Automation and Control Systems in a Power System V Calofir, I Fagarasan, N Arghira, MS Simoiu, G Stamatescu, C Nichiforov, ... 2019 22nd International Conference on Control Systems and Computer Science …, 2019 | 3 | 2019 |
An intelligent approach for performing energy-driven classification of buildings utilizing joint electricity–gas patterns C Nichiforov, A Martinez-Molina, M Alamaniotis Energies 14 (22), 7465, 2021 | 2 | 2021 |
Load-based classification of academic buildings using matrix profile and supervised learning C Nichiforov, M Alamaniotis 2021 IEEE PES Innovative Smart Grid Technologies Europe (ISGT Europe), 01-05, 2021 | 2 | 2021 |
Building Electrical Load Forecasting through Neural Network Models with Exogenous Inputs C Nichiforov, G Stamatescu, I Stamatescu, I Făgărăşan, SS Iliescu 2019 23rd International Conference on System Theory, Control and Computing …, 2019 | 2 | 2019 |
eLearning Remote Simulator for Implementing Control Systems-A Case Study on a DC Motor MŞ Simoiu, V Calofir, I Făgărăşan, C Nichiforov 2019 10th IEEE International Conference on Intelligent Data Acquisition and …, 2019 | 2 | 2019 |
An intelligent big data analytics method for two-dimensional non-residential building energy forecasting C Nichiforov, A Martinez-Molina, M Alamaniotis Intelligent Decision Technologies 16 (4), 691-698, 2022 | 1 | 2022 |
Evaluation of Compressed Residential Energy Forecasting Models R Fagaras, C Nichiforov, I Stamatescu, G Stamatescu 2021 IEEE International Conference on Systems, Man, and Cybernetics (SMC …, 2021 | 1 | 2021 |
Learning matrix profile method for discord-based attribution of electricity consumption pattern behavior C Nichiforov, M Alamaniotis Cogent Engineering 10 (1), 2199518, 2023 | | 2023 |
Laboratory scale wind energy harvester I Făgărăsan, I Stamatescu, C Nichiforov, G Stamatescu, N Arghira, ... 2017 9th IEEE International Conference on Intelligent Data Acquisition and …, 2017 | | 2017 |
BENCHMARKING OPEN-SOURCE IMPLEMENTATIONS FOR ENERGY TIME SERIES FEATURE EXTRACTION METHOD C NICHIFOROV, G STAMATESCU, SS ILIESCU | | |