| Titre : | Beehive health monitoring system |
| Auteurs : | Nesrine Saouli, Auteur ; Yasmine Chicha, Auteur ; Nour Elhouda Ben brahim, Auteur ; Djemaa Boukhlouf, Directeur de thèse |
| Editeur : | Biskra [Algérie] : Faculté des Sciences Exactes et des Sciences de la Nature et de la Vie, Université Mohamed Khider, 2024 |
| Format : | 1 vol. (85 p.) / couv. ill. en coul |
| Note générale : | |
| Langues: | Anglais |
| Mots-clés: | Beekeeper , Beehive health , Monitoring system , Sensors , IoT , Real-time |
| Résumé : |
Beehive provide basic pollination services for human agriculture so that beekeepers still face difficulties in accessing their bee products. In addition, bee numbers are decreasing due to disturbance and collapse of the colony. Key issues relate to temperature and persistent uncontrolled humidity, which is the greatest obstacle with the traditional management of beekeeping. The main aspects of honey bee behaviour and colony health can be understood by monitoring beehives and therefore restrictions on manual surveillance are increasingly being addressed by new technologies, which has led us to propose a framework to clarify the possibility of remote monitoring of the cell in real time. Cell conditions are monitored using temperature, humidity and weight sensors, with data processed by a micro-controller and sent to the Internet server. Here, the information is sent to the Android app via Wi-Fi to alert the user when the cell changes unexpectedly as we provided it with a text message reaching the beekeeper’s phone to confirm the status of the cell. In addition, the bee receives the possibilities of the consequences of the cell according to the change obtained. A prototype is implemented using the design of this system |
| Sommaire : |
General Introduction 8 1 Monitoring systems and beehive 10 1.1 Introduction . . . . 11 1.2 Definitions . 11 1.2.1 Beehives . . . . . . . . . . . 11 1.2.2 Type of beehives . . . . . . . . . . . . . 12 1.2.3 The components of modern hives . . . . . . 14 1.2.4 Beehive Health . . . . . . . . . . . . . . 15 1.2.5 Connected hives . . . . . . . . . . . . . . . . 16 1.2.6 Monitoring System . . . . . . . . . 16 1.3 Threats to Bee Colonies . . . . . . . . . . 18 1.4 Challenges Faced in Beehive Health Monitoring System . . . . 19 1.5 Solutions . . . . . . .. . . . . . . . . 19 1.6 Common pests and diseases in beehive health . . . . . . . 21 1.7 How to combat pests and diseases in beehive health .. . . . 24 1.8 Conclusion . . . . . . . . . . . 25 2 Monitoring system methods for beehive 26 2.1 Introduction . . . . . . . . . . . . . . . . . . . .27 2.2 General control system principles . . . . . .. 27 2.2.1 Fundamentals of systems monitoring . . . . . . . . . . . . . . . 28 2.2.2 Sensor technologies used in hive monitoring . . . . . . . . . . . 29 2.2.3 Communication systems for data collection . . . . . . . . . . . . 32 2.3 Beehive control system using Deep Learning . . . . . . . . . . . . . 33 2.3.1 Deep Learning in Hive Monitoring . . . . . . . . . . . . . . . . . 33 2.4 Internet of Things (IoT) for hive monitoring . . . . . . . . . . . . . . . . 36 2.4.1 IoT architecture applied to hive monitoring . . . . . . . . . . . .36 2.4.2 Connected Sensors and IoT Devices for Real-Time Collection . . 38 2.4.3 Integration of IoT data into hive control systems . . . . . . . . .39 2.5 Development and implementation of monitoring systems specific to hives40 2.5.1 Comparison of different control systems available on the market . 41 2.6 Related work . . . . . . . . . . . . . . . 42 2.7 Conclusion . . . . . . . . . . . . . 44 3 Design of the system 45 3.1 Introduction . . . . . . .. . . . . . . . 46 3.2 Global description of the system . . . . . . . . . . . . 46 3.2.1 Presentation of the system . . . . . . . . . 46 3.2.2 Objectives . . . . . . . . . . . 47 3.2.3 Global architecture of the system . . . . . . . . 48 3.3 Detailed conception . . . . . . . . . . . 48 3.3.1 Modules details . . . . . . .. . . . 48 3.4 UML conception . . . .. . . . . 54 3.4.1 Use case diagram . . . . . . . 54 3.4.2 Sequence diagram . . . 55 4 Results and discussions 58 4.1 Introduction . . . . . . . . .. . . . . 59 4.2 Environments and tools . . . . . . . . . . . . . . . 59 4.2.1 Software Environments . . . . . . . . 59 4.2.2 Tools . . . . . . . . 61 4.3 Scheme and Circuits . 62 4.4 Configuration and codes . .64 4.5 Results . 67 4.6 Discussion . . . 78 General Conclusion 80 Bibliography 85 |
Disponibilité (1)
| Cote | Support | Localisation | Statut |
|---|---|---|---|
| MINF/885 | Mémoire master | bibliothèque sciences exactes | Consultable |
