Pub Date : 2018-11-01DOI: 10.1109/ICASS.2018.8651962
Brahim Elkhalil Youcefa, A. Massoum, S. Barkat, S. Bella, P. Wira
Processor in the Loop (PIL) is a technique for the validation and verification of control algorithms on a real DSP board. This paper presents a PIL control implementation of a fully grid connected photovoltaic system for power quality improvement under nonlinear load variations. Moreover, the proposed control technique is based on predictive direct power control (PDPC) method. It reduces harmonics and provides reactive power compensation due to loads non-linearity and sudden variations. The source currents therefore recover a sinusoidal waveform with a unity power factor. Furthermore, the power transferred from the PV system into the utility grid is also increased. PIL co-simulation results prove the efficiency of the proposed implementation of the control algorithm.
{"title":"A processor in the loop implementation for a grid connected photovoltaic system considering power quality issues","authors":"Brahim Elkhalil Youcefa, A. Massoum, S. Barkat, S. Bella, P. Wira","doi":"10.1109/ICASS.2018.8651962","DOIUrl":"https://doi.org/10.1109/ICASS.2018.8651962","url":null,"abstract":"Processor in the Loop (PIL) is a technique for the validation and verification of control algorithms on a real DSP board. This paper presents a PIL control implementation of a fully grid connected photovoltaic system for power quality improvement under nonlinear load variations. Moreover, the proposed control technique is based on predictive direct power control (PDPC) method. It reduces harmonics and provides reactive power compensation due to loads non-linearity and sudden variations. The source currents therefore recover a sinusoidal waveform with a unity power factor. Furthermore, the power transferred from the PV system into the utility grid is also increased. PIL co-simulation results prove the efficiency of the proposed implementation of the control algorithm.","PeriodicalId":358814,"journal":{"name":"2018 International Conference on Applied Smart Systems (ICASS)","volume":"114 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130572207","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Vibration-based condition monitoring of rotating machinery is considered as the most effective strategies of early fault detection and maintenance. Wired solutions in the traditional vibration analyses and surveillance systems suffer considerably from several disadvantage such as low mobility and high cost of installation and maintenance. The technological progresses led in the last decades in the fields of microelectronics, micromechanics and wireless technologies have brought a new generation of ad hoc networks called wireless sensor networks (WSN) that presents significant challenges and offers economic practical solutions. The use of the WSN in the vibration analysers is useful to monitor and analyse the vibration of rotating machinery as well as early fault detection. However, the vibration analyser WSN based must meet several requirements such as high-performance processing capabilities with a high sampling rate and low power consumption. System-on-chip (SoC) designs based on FPGA circuit is an attractive approach to increase performance and decrease costs during industrial equipment monitoring process. In the present work, we designed and implemented a high-performance wireless node for vibration analysing based on Xilinx Zynq FPGA platform. The proposed node collects a tri-axes vibration data and performs FFT computations of maximum 16384 points. FFT results are then transferred to the base station through an Xbee module. The experimental results showed that the node achieves the requirements of high-sampling rate up to 50 kHz, where the relative error between the computed frequency by the FFT of the node and the real frequency of the generated signal can be reduced to less than 0.1%.
{"title":"High-performance Zynq FPGA-based wireless sensor node for vibration monitoring systems","authors":"Bengherbia Billel, Ould Zmirli Mohamed, Chadli Samir, Toubal Abdelmoghni, M. Mohamed, Lachenani Sidahmed","doi":"10.1109/ICASS.2018.8652026","DOIUrl":"https://doi.org/10.1109/ICASS.2018.8652026","url":null,"abstract":"Vibration-based condition monitoring of rotating machinery is considered as the most effective strategies of early fault detection and maintenance. Wired solutions in the traditional vibration analyses and surveillance systems suffer considerably from several disadvantage such as low mobility and high cost of installation and maintenance. The technological progresses led in the last decades in the fields of microelectronics, micromechanics and wireless technologies have brought a new generation of ad hoc networks called wireless sensor networks (WSN) that presents significant challenges and offers economic practical solutions. The use of the WSN in the vibration analysers is useful to monitor and analyse the vibration of rotating machinery as well as early fault detection. However, the vibration analyser WSN based must meet several requirements such as high-performance processing capabilities with a high sampling rate and low power consumption. System-on-chip (SoC) designs based on FPGA circuit is an attractive approach to increase performance and decrease costs during industrial equipment monitoring process. In the present work, we designed and implemented a high-performance wireless node for vibration analysing based on Xilinx Zynq FPGA platform. The proposed node collects a tri-axes vibration data and performs FFT computations of maximum 16384 points. FFT results are then transferred to the base station through an Xbee module. The experimental results showed that the node achieves the requirements of high-sampling rate up to 50 kHz, where the relative error between the computed frequency by the FFT of the node and the real frequency of the generated signal can be reduced to less than 0.1%.","PeriodicalId":358814,"journal":{"name":"2018 International Conference on Applied Smart Systems (ICASS)","volume":"28 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125087379","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2018-11-01DOI: 10.1109/ICASS.2018.8652014
A. Hamied, A. Mellit, MA. Zoulid, R. Birouk
In this paper a smart prototype has been designed for monitoring of PV arrays using Internet of Things (IoT). An electronic sensing board has been designed. A website application has been also developed in order to monitor the data online (electrical PV array current and voltage, air temperature and solar irradiance). The designed prototype has been verified experimentally at Renewable Energy Laboratory in Jijel University (Algeria). Experimental results showed the capability of the prototype to monitor the data without using additional circuits and efforts. The prototype could be used for fault detection (FD) in PV arrays by integrating for example a FD algorithm.
{"title":"IoT-based experimental prototype for monitoring of photovoltaic arrays","authors":"A. Hamied, A. Mellit, MA. Zoulid, R. Birouk","doi":"10.1109/ICASS.2018.8652014","DOIUrl":"https://doi.org/10.1109/ICASS.2018.8652014","url":null,"abstract":"In this paper a smart prototype has been designed for monitoring of PV arrays using Internet of Things (IoT). An electronic sensing board has been designed. A website application has been also developed in order to monitor the data online (electrical PV array current and voltage, air temperature and solar irradiance). The designed prototype has been verified experimentally at Renewable Energy Laboratory in Jijel University (Algeria). Experimental results showed the capability of the prototype to monitor the data without using additional circuits and efforts. The prototype could be used for fault detection (FD) in PV arrays by integrating for example a FD algorithm.","PeriodicalId":358814,"journal":{"name":"2018 International Conference on Applied Smart Systems (ICASS)","volume":"476 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122739435","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2018-11-01DOI: 10.1109/ICASS.2018.8651994
Zakia Kezzoula, Soumia Faouci, Djamel Gaceb
Optical reading of degraded and low-resolution text requires the application of an effective super-resolution approach to improve the recognition rate. In this context, we propose a new approach to improve the finesse and reduce the complexity of an existing non-linear super-resolution method, which is inefficient on low-resolution degraded texts from mobile terminals. In order to preserve the readability of fine line text on this type of images, it is important to increase the local neighborhood perimeter without increasing computational complexity. Our approach is a new way of using of a neural architecture based on multi-layer perceptron. It represents a new technique of using a neural architecture by learning, linearizing and extending a limited super-resolution algorithm, non-linear, complex and inefficient on degraded character images. The obtained results demonstrate, also, the effectiveness of our approach compared to conventional approaches based on a direct neuronal learning of low / high resolution transformation.
{"title":"A neural-based approach for impoving the magnification of degraded document images from mobile terminals","authors":"Zakia Kezzoula, Soumia Faouci, Djamel Gaceb","doi":"10.1109/ICASS.2018.8651994","DOIUrl":"https://doi.org/10.1109/ICASS.2018.8651994","url":null,"abstract":"Optical reading of degraded and low-resolution text requires the application of an effective super-resolution approach to improve the recognition rate. In this context, we propose a new approach to improve the finesse and reduce the complexity of an existing non-linear super-resolution method, which is inefficient on low-resolution degraded texts from mobile terminals. In order to preserve the readability of fine line text on this type of images, it is important to increase the local neighborhood perimeter without increasing computational complexity. Our approach is a new way of using of a neural architecture based on multi-layer perceptron. It represents a new technique of using a neural architecture by learning, linearizing and extending a limited super-resolution algorithm, non-linear, complex and inefficient on degraded character images. The obtained results demonstrate, also, the effectiveness of our approach compared to conventional approaches based on a direct neuronal learning of low / high resolution transformation.","PeriodicalId":358814,"journal":{"name":"2018 International Conference on Applied Smart Systems (ICASS)","volume":"36 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123275311","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2018-11-01DOI: 10.1109/ICASS.2018.8651948
E. Zaidi, K. Marouani, H. Bouadi, Abd Elhalim Kassel, L. Bentouhami, E. Merabet
This paper presents a robust fuzzy-sliding mode control (FSC) technique for speed control of a drive system based on dual star induction machine (DISM). The machine is fed by two multilevel voltage source inverters (MLVSI) and its control is achieved using a fuzzy-sliding mode controller combined with the indirect field oriented control (IFOC) technique. The MLVSI technology has recently emerged and applied to DC-AC conversion to obtain sinusoidal waveform and to fulfill different applications constraints such as: high power conversion, power segmentation and power control. The FSC has many advantages, such as: fast response good robustness, high efficiency and suppressed chattering phenomenon. The presented study is validated by a series of simulation results showing the main responses of the drive system in case of different operating conditions. Also, the proposed FSC controller is compared to the classical PI controller and demonstrated superior performances.
{"title":"Fuzzy Sliding Mode Method for Speed regulation of a Dual Star Induction Machine Drive fed by Multi-level Inverters","authors":"E. Zaidi, K. Marouani, H. Bouadi, Abd Elhalim Kassel, L. Bentouhami, E. Merabet","doi":"10.1109/ICASS.2018.8651948","DOIUrl":"https://doi.org/10.1109/ICASS.2018.8651948","url":null,"abstract":"This paper presents a robust fuzzy-sliding mode control (FSC) technique for speed control of a drive system based on dual star induction machine (DISM). The machine is fed by two multilevel voltage source inverters (MLVSI) and its control is achieved using a fuzzy-sliding mode controller combined with the indirect field oriented control (IFOC) technique. The MLVSI technology has recently emerged and applied to DC-AC conversion to obtain sinusoidal waveform and to fulfill different applications constraints such as: high power conversion, power segmentation and power control. The FSC has many advantages, such as: fast response good robustness, high efficiency and suppressed chattering phenomenon. The presented study is validated by a series of simulation results showing the main responses of the drive system in case of different operating conditions. Also, the proposed FSC controller is compared to the classical PI controller and demonstrated superior performances.","PeriodicalId":358814,"journal":{"name":"2018 International Conference on Applied Smart Systems (ICASS)","volume":"26 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114547991","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2018-11-01DOI: 10.1109/ICASS.2018.8652003
A. Bachir, A. Hafaifa, M. Guemana, Nadii Hadroug
Predictive maintenance requires tools to diagnose and determine the aging of equipment, to avoid failures. Numerous off-line and on-line diagnostic and monitoring systems have been proposed; the monitoring by the vibration analysis method is very good and gives an image of the operation of the gas turbine. The analysis of the vibration frequency can indicate the defective components. If the amplitude of the vibrations to a tendency of increase a decay of the components is expected through the time. The gas turbine assembly is generally in good condition even though some components have shown indications of damage because there is always a tolerance range. Parameter monitoring remains to be done to monitor the status of critical components and indications of damage, the application of the PCA method proposes a new approach to the diagnosis and classification of defects based on the vibration signal to monitor the gas turbine state. The characteristics of the vibration signal for a normal speed have many differences with respect to the frequency of the signal when the vibration fault occurs. The most common fault detection techniques have been proposed to detect faults with the frequency and amplitude of the FFT example vibration signals.
{"title":"Application of principal component analysis approach in gas turbine defect diagnosis","authors":"A. Bachir, A. Hafaifa, M. Guemana, Nadii Hadroug","doi":"10.1109/ICASS.2018.8652003","DOIUrl":"https://doi.org/10.1109/ICASS.2018.8652003","url":null,"abstract":"Predictive maintenance requires tools to diagnose and determine the aging of equipment, to avoid failures. Numerous off-line and on-line diagnostic and monitoring systems have been proposed; the monitoring by the vibration analysis method is very good and gives an image of the operation of the gas turbine. The analysis of the vibration frequency can indicate the defective components. If the amplitude of the vibrations to a tendency of increase a decay of the components is expected through the time. The gas turbine assembly is generally in good condition even though some components have shown indications of damage because there is always a tolerance range. Parameter monitoring remains to be done to monitor the status of critical components and indications of damage, the application of the PCA method proposes a new approach to the diagnosis and classification of defects based on the vibration signal to monitor the gas turbine state. The characteristics of the vibration signal for a normal speed have many differences with respect to the frequency of the signal when the vibration fault occurs. The most common fault detection techniques have been proposed to detect faults with the frequency and amplitude of the FFT example vibration signals.","PeriodicalId":358814,"journal":{"name":"2018 International Conference on Applied Smart Systems (ICASS)","volume":"342 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124230728","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2018-11-01DOI: 10.1109/ICASS.2018.8652080
Rabiai Attia, Kouzou Abdellah, Hafaifa Ahmed
This paper presents the Space Vector Pulse Width Modulation technique (SVPWM) for Multilevel Cascaded H-Bridge Inverter (CHB Inverter) with a Resistive-Inductive Load (R-L Load) and an equal DC voltage source. Cascaded H-Bridge Inverter generate a large number of voltage vectors and redundant switching states, it create a problem of computational complexity in multilevel inverter. A simple space vector pulse width modulation strategy is proposed to approximate the reference vector, and the calculation of dwell time becomes very simple. Space Vector Modulation has a, numbers of features; good utilization of the DC-link voltage, low current ripple, low harmonic distortion (THD) and reduce switching losses. A three phase multilevel cascaded H-bridge Inverter has been constructed, and simulation results are presented to verify the theoretical study of the system model.
{"title":"Space Vector Pulse Width Modulation for Three Phase Cascaded H-Bridge Inverter","authors":"Rabiai Attia, Kouzou Abdellah, Hafaifa Ahmed","doi":"10.1109/ICASS.2018.8652080","DOIUrl":"https://doi.org/10.1109/ICASS.2018.8652080","url":null,"abstract":"This paper presents the Space Vector Pulse Width Modulation technique (SVPWM) for Multilevel Cascaded H-Bridge Inverter (CHB Inverter) with a Resistive-Inductive Load (R-L Load) and an equal DC voltage source. Cascaded H-Bridge Inverter generate a large number of voltage vectors and redundant switching states, it create a problem of computational complexity in multilevel inverter. A simple space vector pulse width modulation strategy is proposed to approximate the reference vector, and the calculation of dwell time becomes very simple. Space Vector Modulation has a, numbers of features; good utilization of the DC-link voltage, low current ripple, low harmonic distortion (THD) and reduce switching losses. A three phase multilevel cascaded H-bridge Inverter has been constructed, and simulation results are presented to verify the theoretical study of the system model.","PeriodicalId":358814,"journal":{"name":"2018 International Conference on Applied Smart Systems (ICASS)","volume":"9 3 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116798709","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2018-11-01DOI: 10.1109/ICASS.2018.8651952
L. Mazouz, S. Zidi, A. Hafaifa, S. Hadjeri, M. Khatir, Larbi Brahimi
The performance of an HVDC link is significantly affected by the strength of the AC network to which it is connected. The interactions between a AC system and a DC link and the associated problems depend to the strength of the CA system. This paper explores the effect of the control system on reestablishing the operation of a CIGRE benchmark model of HVDC link after commutation failures at the inverter, which is connected to a AC network. Single-phase and three-phase AC side faults are simulated using MATLAB / Simulink software.
{"title":"Effect of commutation failures in a GIGRE model for HVDC link connected to AC network","authors":"L. Mazouz, S. Zidi, A. Hafaifa, S. Hadjeri, M. Khatir, Larbi Brahimi","doi":"10.1109/ICASS.2018.8651952","DOIUrl":"https://doi.org/10.1109/ICASS.2018.8651952","url":null,"abstract":"The performance of an HVDC link is significantly affected by the strength of the AC network to which it is connected. The interactions between a AC system and a DC link and the associated problems depend to the strength of the CA system. This paper explores the effect of the control system on reestablishing the operation of a CIGRE benchmark model of HVDC link after commutation failures at the inverter, which is connected to a AC network. Single-phase and three-phase AC side faults are simulated using MATLAB / Simulink software.","PeriodicalId":358814,"journal":{"name":"2018 International Conference on Applied Smart Systems (ICASS)","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115042621","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2018-11-01DOI: 10.1109/ICASS.2018.8651953
Bousaadia Baadji, H. Bentarzi, A. Mati
In this paper the design of a robust wide-area power system stabilizers (WAPSS) taking into account the effect of the time delay using Backtracking Search optimization is presented. In The wide area control design the remote signal is used as input for the power system stabilizer since it has better observability compared to the local signal. However the introduced time delay due to communication links can degrade the performance of the WAPSS in some cases. The proposed BSA simultaneously search for the optimal WAPSS parameters that relocate the weakly damped modes and maximize the time delay for multiple operating conditions to guarantee the robustness. The effectiveness of the WAPSS is tested on the two-area four machine power system. The nonlinear simulation and eigenvalue analysis have revealed the effectiveness of the proposed controller in damping the inter-area oscillations even with a time delay in the remote signals.
{"title":"Robust Wide Area Power System Stabilizers Design in Multimachine System based on Backtracking Search Optimization","authors":"Bousaadia Baadji, H. Bentarzi, A. Mati","doi":"10.1109/ICASS.2018.8651953","DOIUrl":"https://doi.org/10.1109/ICASS.2018.8651953","url":null,"abstract":"In this paper the design of a robust wide-area power system stabilizers (WAPSS) taking into account the effect of the time delay using Backtracking Search optimization is presented. In The wide area control design the remote signal is used as input for the power system stabilizer since it has better observability compared to the local signal. However the introduced time delay due to communication links can degrade the performance of the WAPSS in some cases. The proposed BSA simultaneously search for the optimal WAPSS parameters that relocate the weakly damped modes and maximize the time delay for multiple operating conditions to guarantee the robustness. The effectiveness of the WAPSS is tested on the two-area four machine power system. The nonlinear simulation and eigenvalue analysis have revealed the effectiveness of the proposed controller in damping the inter-area oscillations even with a time delay in the remote signals.","PeriodicalId":358814,"journal":{"name":"2018 International Conference on Applied Smart Systems (ICASS)","volume":"43 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124751205","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2018-11-01DOI: 10.1109/ICASS.2018.8651977
B. Kadri, Benamar Bouyeddou, Djillali Moussaoui
Every year millions of hectares of forest are devastated by fire, which causes huge damage to forest and nature especially in a country such as Algeria where the size of our forests are in degradation. Existed methods for forest monitoring and fire detection are traditional and based on humans observation, which is inefficient due to the size of controlled regions. Therefore the deployment of automatic fire detection system is unavoidable to allow early and fast fire extinction. In this paper we present an early fire detection system based on Wireless Sensor Network.
{"title":"Early Fire Detection System Using Wireless Sensor Networks","authors":"B. Kadri, Benamar Bouyeddou, Djillali Moussaoui","doi":"10.1109/ICASS.2018.8651977","DOIUrl":"https://doi.org/10.1109/ICASS.2018.8651977","url":null,"abstract":"Every year millions of hectares of forest are devastated by fire, which causes huge damage to forest and nature especially in a country such as Algeria where the size of our forests are in degradation. Existed methods for forest monitoring and fire detection are traditional and based on humans observation, which is inefficient due to the size of controlled regions. Therefore the deployment of automatic fire detection system is unavoidable to allow early and fast fire extinction. In this paper we present an early fire detection system based on Wireless Sensor Network.","PeriodicalId":358814,"journal":{"name":"2018 International Conference on Applied Smart Systems (ICASS)","volume":"44 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123366086","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}