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Accurate Short-Term Solar Irradiance Forecasting with TinyML on Edge Device
2024 International Conference on Circuit, Systems and Communication (ICCSC)
Year: 2024 | Conference Paper |
Cited by: Papers (1)
Accurate short-term forecasts of Global Horizontal Irradiance (GHI) are crucial for optimizing solar energy production and grid stability. They enable adjustments to power output based on anticipated fluctuations in solar power input. This paper proposes a novel Tiny Machine Learning (TinyML) approach for predicting GHI values specifically designed for deployment on resource-constrained Internet o...Show More
MOGA designed neural networks for non-intrusive load monitoring
Inoussa Habou Laouali;Antonio Ruano;Maria da Graça Ruano;Saad Dosse Bennani;Hakim El Fadili
2022 IEEE 20th Jubilee International Symposium on Intelligent Systems and Informatics (SISY)
Year: 2022 | Conference Paper |
The deployment of smart meters in residential buildings allowing for fine-grained monitoring of electricity consumption has led to new opportunities for managing and controlling energy consumption. One of the fundamental steps for increasing efficiency and saving energy in residential buildings is to have a comprehensive overview of how energy is actually consumed in the buildings. Non-intrusive l...Show More
A Survey On Computational Intelligence Techniques For Non Intrusive Load Monitoring
Inoussa Habou Laouali;Hamid Qassemi;Manal Marzouq;Antonio Ruano;Saad Dosse Bennani;Hakim El Fadili
2020 IEEE 2nd International Conference on Electronics, Control, Optimization and Computer Science (ICECOCS)
Year: 2020 | Conference Paper |
Cited by: Papers (6)
Energy monitoring is one of the important points of a Home Energy Management System (HEMS) and aims to perform itemized energy detection in order to extract information on the distribution of energy consumed. This task can be accomplished by installing measuring devices at every load of interest or by using Non-Intrusive Load Monitoring (NILM) methods, which desegregate the overall electricity usa...Show More
Small Integrated Bandpass Filter using two Identical closed Rectangular Resonators on a Capacitive Load for Wireless Communications Systems
Abdelhafid Belmajdoub;M. Jorio;S. Bennani;A. El Alami;A. Boutejdar
2019 International Conference on Wireless Technologies, Embedded and Intelligent Systems (WITS)
Year: 2019 | Conference Paper |
Cited by: Papers (4)
This paper presents the study, design and simulation of a narrow-band compact bandpass filter using the technique of rectangular-shaped linear resonators closed on a capacitive load. The topology of the proposed filter is used in an optimal configuration, in order to reduce the size of the filter as well as its selectivity. This filter is for wireless communication systems (Wi-Fi, Bluetooth, RFID ...Show More
Design and Simulation of two elements rectangular Microstrip Patch Antenna at 5.8 GHz for RFID Reader Applications with high Directivity and Gain
2018 6th International Conference on Multimedia Computing and Systems (ICMCS)
Year: 2018 | Conference Paper |
Cited by: Papers (8)
In this paper, detailed design of a 5.8 GHz two elements rectangular Microstrip Patch Antenna for use in the RFID Reader applications is presented. The patch antenna was designed using RT/duroid-5880 material, with a loss tangent tanδ = 9.10-4, dielectric constant of 2.2 and thickness of 1.56mm, fed by a 50- microstrip line. In the beginning, we defined our antenna as a single patch of a rectangul...Show More
Design of a novel compact dual-band monopole quasi Egg-shaped antenna for C and Ku bands
Ahmed Boutejdar;Mohammad A. Salamin;Soumia Elhani;Saad Dosse Bennani
2017 International Conference on Electrical and Information Technologies (ICEIT)
Year: 2017 | Conference Paper |
Cited by: Papers (2)
In this research a novel planar monopole antenna for dual band applications is proposed. The antenna topology operates at two operating frequencies at 4.1 and 11.3 GHz which covers C and Ku bands. The proposed design consists of a quasiegg-shaped radiating patch and partial ground plane. A stepped cut in the radiating patch and the partial ground plane are used, to obtain the dual band antenna. Th...Show More
Design of a novel slotted bandpass-bandstop filters using U-resonator and suspended multilayer-technique for L/X-band and Wlan/WiMax applications
2017 International Conference on Electrical and Information Technologies (ICEIT)
Year: 2017 | Conference Paper |
Cited by: Papers (4)
A novel compact microstrip bandpass-bandstop filters realized using a new U-DGS resonator and cascaded method is proposed. Basing on the topology of the designed bandpass filter and on multilayer method, a novel compact bandstop is optimised developed. The proposed BPF and BSF are very compact due to the slow-wave effect and have low loss in the passband and stopband respectively. The both filters...Show More
Improvement of low pass and band pass filter characteristics using Cross-DGS-resonators, logarithmic series and coupling matrix methods
2017 International Conference on Wireless Technologies, Embedded and Intelligent Systems (WITS)
Year: 2017 | Conference Paper |
Cited by: Papers (3)
A new method to improve the filter features and to control the results of the LPF using Cross defected ground structure (CDGS) and logarithmic method is proposed in this work. The etched DGS topologies on the ground plane as well as its coupling provide the slow-wave characteristics [1, 2. In order to control the operate frequency range of the filter and its results, the Chebyshev's rule, suspende...Show More
Comparative study of the radiation patterns of circular patch antenna by using the model approach of the resonant cavity for microwave band RFID reader
2017 International Conference on Wireless Technologies, Embedded and Intelligent Systems (WITS)
Year: 2017 | Conference Paper |
The main objective of this work is to make a comparative study of the radiation patterns of circular patch antenna excited in transverses magnetics modes TM11, TM21, TM31, TM41, TM51 and TM61. This antenna is printed on a Epoxy substrate having a dielectric constant of 4.4 and designed at a height 1.58mm from the ground plane. This study is based on the model approach of the resonant cavity and in...Show More
Design and optimization of the cascaded band-stop filters using vertically coupled open-loop ring resonators
2017 International Conference on Wireless Technologies, Embedded and Intelligent Systems (WITS)
Year: 2017 | Conference Paper |
Cited by: Papers (3)
In this paper, we proposed several compact bandstop filters using C-open-loop ring topology. In the first step a minimize bandstop using single C-ring resonator is simulated optimized and realized. The triple ring BPF consists of two cascaded C-ring resonators, which are placed on the RO4003 substrate, while the third ring is etched as DGS resonator on the ground plane. The both top resonators are...Show More
Design and simulation of 2*1 and 4*1 array antenna for detection system of objects or living things in motion
2017 International Conference on Wireless Technologies, Embedded and Intelligent Systems (WITS)
Year: 2017 | Conference Paper |
Cited by: Papers (7)
As a vital and integrated part of the radio-frequency identification (RFID) system, RFID antennas have been received much attention over years, and their design is very urgent and significant. In fact, the development of RFID antenna is of theoretical significance and practical value for the RFID system.Show More
Effect of inter-elements distance and phase shift excitation on radiation performance of linear, planar and circular arrays antennas □
2017 International Conference on Wireless Technologies, Embedded and Intelligent Systems (WITS)
Year: 2017 | Conference Paper |
Cited by: Papers (4)
During the conceiving of arrays antennas, the problem major that we face is the knowledge of the best inter-elements distance and phase shift between radiating elements that we can used to obtain the best radiating performance. So our goal in this paper is to notice the impact of these two parameters in terms of arrays factors and directivity of different arrays antennas (linear, planar and circul...Show More
Conception and optimization of a bidirectional ultra wide band planar array antennas for C-Band weather radar applications
2016 International Conference on Information Technology for Organizations Development (IT4OD)
Year: 2016 | Conference Paper |
Cited by: Papers (4)
This paper presents an Ultra Wide Band (UWB) microstrip planar array antennas for weather RADAR application which covers the C-Band. The proposed array antenna is composed of T-junction power divider which has a role to divide the power equally to all antenna elements. This array is etched onto a FR4 printed circuit board with an overall size of (162 × 100 × 1.58) mm3 and dielectric constant er = ...Show More
Design and simulation of RFID adaptive antenna array usign microstrip technology for object detection system
2016 International Conference on Information Technology for Organizations Development (IT4OD)
Year: 2016 | Conference Paper |
Cited by: Papers (1)
This paper presents the design and simulation of RFID adaptive antenna array for object detection system or living things in movement in a very limited space. The proposed antenna array is composed of four identical elements which are connected in parallel with a microstrip line in the form ≪ T ≫ having a power port adapted to 50 Ω. This array is made using microstrip technology around a resonance...Show More
Inversion of GPR data: 2D forms reconstruction for cavities based on born approximation, TSVD regularization and image processing algorithms
Houda Harkat;Saad Dosse Bennani;Anas Mansouri;Abdellatif Slimani
2016 International Conference on Information Technology for Organizations Development (IT4OD)
Year: 2016 | Conference Paper |
Cited by: Papers (1)
This paper represents a literature review of research works concerning the reconstruction of forms of buried objects in an homogeneous soil, applied for the reconstruction of forms of underground cavities. First, we will set modeling as integral function, of the nonlinear inverse problem to solve. In general, this problem is solved through a regularization technique, the TSVD technical (Trunced Si...Show More
Optimization parameters of ultra wideband microstrip array antenna for wireless communication usign beam steering
2015 Third International Workshop on RFID And Adaptive Wireless Sensor Networks (RAWSN)
Year: 2015 | Conference Paper |
Cited by: Papers (5)
In this paper, a linear microstrip array antenna design with End-fire characteristic has been presented for ultra wideband wireless communication. Our goal is to radiate the maximum energy in one desired direction without any secondary lobes in another regions, and to have a very wideband frequency operation that meets different implementation. The proposed array antenna consists of a two square r...Show More
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