Submit Search
Upload
SMART WASTE MANAGEMENT SYSTEM
•
0 likes
•
14 views
IRJET Journal
Follow
https://www.irjet.net/archives/V9/i5/IRJET-V9I5241.pdf
Read less
Read more
Engineering
Report
Share
Report
Share
1 of 3
Download now
Download to read offline
Recommended
IoT based smart garbage system for waste management and route optimization
IoT based smart garbage system for waste management and route optimization
IRJET Journal
IRJET - Literature Survey on Smart Bin that Segregates and Measures the W...
IRJET - Literature Survey on Smart Bin that Segregates and Measures the W...
IRJET Journal
IRJET - Solid Waste Monitoring using IoT
IRJET - Solid Waste Monitoring using IoT
IRJET Journal
IRJET- Top-K Query based Dynamic Scheduling for IoT-Enabled Smart City Waste ...
IRJET- Top-K Query based Dynamic Scheduling for IoT-Enabled Smart City Waste ...
IRJET Journal
IOT BASED TOOL GARBAGE MONITORING SYSTEM
IOT BASED TOOL GARBAGE MONITORING SYSTEM
IRJET Journal
IRJET- Smart Waste Segregator and Monitoring System
IRJET- Smart Waste Segregator and Monitoring System
IRJET Journal
IRJET- Automated Waste Monitoring and Segregation for Efficient Recycling
IRJET- Automated Waste Monitoring and Segregation for Efficient Recycling
IRJET Journal
IRJET- Garbage Monitoring System using Internet of Things (IoT) and GSM
IRJET- Garbage Monitoring System using Internet of Things (IoT) and GSM
IRJET Journal
Recommended
IoT based smart garbage system for waste management and route optimization
IoT based smart garbage system for waste management and route optimization
IRJET Journal
IRJET - Literature Survey on Smart Bin that Segregates and Measures the W...
IRJET - Literature Survey on Smart Bin that Segregates and Measures the W...
IRJET Journal
IRJET - Solid Waste Monitoring using IoT
IRJET - Solid Waste Monitoring using IoT
IRJET Journal
IRJET- Top-K Query based Dynamic Scheduling for IoT-Enabled Smart City Waste ...
IRJET- Top-K Query based Dynamic Scheduling for IoT-Enabled Smart City Waste ...
IRJET Journal
IOT BASED TOOL GARBAGE MONITORING SYSTEM
IOT BASED TOOL GARBAGE MONITORING SYSTEM
IRJET Journal
IRJET- Smart Waste Segregator and Monitoring System
IRJET- Smart Waste Segregator and Monitoring System
IRJET Journal
IRJET- Automated Waste Monitoring and Segregation for Efficient Recycling
IRJET- Automated Waste Monitoring and Segregation for Efficient Recycling
IRJET Journal
IRJET- Garbage Monitoring System using Internet of Things (IoT) and GSM
IRJET- Garbage Monitoring System using Internet of Things (IoT) and GSM
IRJET Journal
Blockchain & Cloud-based, Digital Object Identifier System for better Environ...
Blockchain & Cloud-based, Digital Object Identifier System for better Environ...
IRJET Journal
IRJET- Garbage Waste Monitoring and Management in Smart Cities
IRJET- Garbage Waste Monitoring and Management in Smart Cities
IRJET Journal
Design of IOT Garbage Monitoring with Weight Sensing
Design of IOT Garbage Monitoring with Weight Sensing
IRJET Journal
IRJET- The Future of Farming through the IoT Perspective
IRJET- The Future of Farming through the IoT Perspective
IRJET Journal
A Survey on Solar Based Smart Antibiotic Sprinkler System Using Internet of T...
A Survey on Solar Based Smart Antibiotic Sprinkler System Using Internet of T...
IRJET Journal
IRJET - Development of Cloud System for IoT Applications
IRJET - Development of Cloud System for IoT Applications
IRJET Journal
IRJET-Survey on Municipal Waste Collection Management in Smart City
IRJET-Survey on Municipal Waste Collection Management in Smart City
IRJET Journal
IRJET- Smart Dustbin using GPS Tracking
IRJET- Smart Dustbin using GPS Tracking
IRJET Journal
mecha cp.pptx
mecha cp.pptx
64ASAGARYADAV
Iot Enabled waste management system.pptx
Iot Enabled waste management system.pptx
AbbieThankachan
IRJET- Smart Dustbin Container using IoT Notification
IRJET- Smart Dustbin Container using IoT Notification
IRJET Journal
Fingerprint Based Attendance System by IOT
Fingerprint Based Attendance System by IOT
IRJET Journal
IoT Based Intelligent Management System for Agricultural Application
IoT Based Intelligent Management System for Agricultural Application
ijtsrd
An Automated Machine Learning Approach For Smart Waste Management System
An Automated Machine Learning Approach For Smart Waste Management System
IRJET Journal
IRJET- IoT based Smart Garbage Management –Optimal Route Search
IRJET- IoT based Smart Garbage Management –Optimal Route Search
IRJET Journal
IRJET- LORA based Solid Waste Management
IRJET- LORA based Solid Waste Management
IRJET Journal
IRJET- IoT based Industrial Pollution Monitoring
IRJET- IoT based Industrial Pollution Monitoring
IRJET Journal
ENFACT
ENFACT
IRJET Journal
IRJET- Segregation of Waste - A Survey
IRJET- Segregation of Waste - A Survey
IRJET Journal
IRJET- IoT based Connected Dustbins for Waste Management in Commercial Places
IRJET- IoT based Connected Dustbins for Waste Management in Commercial Places
IRJET Journal
TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...
TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...
IRJET Journal
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURE
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURE
IRJET Journal
More Related Content
Similar to SMART WASTE MANAGEMENT SYSTEM
Blockchain & Cloud-based, Digital Object Identifier System for better Environ...
Blockchain & Cloud-based, Digital Object Identifier System for better Environ...
IRJET Journal
IRJET- Garbage Waste Monitoring and Management in Smart Cities
IRJET- Garbage Waste Monitoring and Management in Smart Cities
IRJET Journal
Design of IOT Garbage Monitoring with Weight Sensing
Design of IOT Garbage Monitoring with Weight Sensing
IRJET Journal
IRJET- The Future of Farming through the IoT Perspective
IRJET- The Future of Farming through the IoT Perspective
IRJET Journal
A Survey on Solar Based Smart Antibiotic Sprinkler System Using Internet of T...
A Survey on Solar Based Smart Antibiotic Sprinkler System Using Internet of T...
IRJET Journal
IRJET - Development of Cloud System for IoT Applications
IRJET - Development of Cloud System for IoT Applications
IRJET Journal
IRJET-Survey on Municipal Waste Collection Management in Smart City
IRJET-Survey on Municipal Waste Collection Management in Smart City
IRJET Journal
IRJET- Smart Dustbin using GPS Tracking
IRJET- Smart Dustbin using GPS Tracking
IRJET Journal
mecha cp.pptx
mecha cp.pptx
64ASAGARYADAV
Iot Enabled waste management system.pptx
Iot Enabled waste management system.pptx
AbbieThankachan
IRJET- Smart Dustbin Container using IoT Notification
IRJET- Smart Dustbin Container using IoT Notification
IRJET Journal
Fingerprint Based Attendance System by IOT
Fingerprint Based Attendance System by IOT
IRJET Journal
IoT Based Intelligent Management System for Agricultural Application
IoT Based Intelligent Management System for Agricultural Application
ijtsrd
An Automated Machine Learning Approach For Smart Waste Management System
An Automated Machine Learning Approach For Smart Waste Management System
IRJET Journal
IRJET- IoT based Smart Garbage Management –Optimal Route Search
IRJET- IoT based Smart Garbage Management –Optimal Route Search
IRJET Journal
IRJET- LORA based Solid Waste Management
IRJET- LORA based Solid Waste Management
IRJET Journal
IRJET- IoT based Industrial Pollution Monitoring
IRJET- IoT based Industrial Pollution Monitoring
IRJET Journal
ENFACT
ENFACT
IRJET Journal
IRJET- Segregation of Waste - A Survey
IRJET- Segregation of Waste - A Survey
IRJET Journal
IRJET- IoT based Connected Dustbins for Waste Management in Commercial Places
IRJET- IoT based Connected Dustbins for Waste Management in Commercial Places
IRJET Journal
Similar to SMART WASTE MANAGEMENT SYSTEM
(20)
Blockchain & Cloud-based, Digital Object Identifier System for better Environ...
Blockchain & Cloud-based, Digital Object Identifier System for better Environ...
IRJET- Garbage Waste Monitoring and Management in Smart Cities
IRJET- Garbage Waste Monitoring and Management in Smart Cities
Design of IOT Garbage Monitoring with Weight Sensing
Design of IOT Garbage Monitoring with Weight Sensing
IRJET- The Future of Farming through the IoT Perspective
IRJET- The Future of Farming through the IoT Perspective
A Survey on Solar Based Smart Antibiotic Sprinkler System Using Internet of T...
A Survey on Solar Based Smart Antibiotic Sprinkler System Using Internet of T...
IRJET - Development of Cloud System for IoT Applications
IRJET - Development of Cloud System for IoT Applications
IRJET-Survey on Municipal Waste Collection Management in Smart City
IRJET-Survey on Municipal Waste Collection Management in Smart City
IRJET- Smart Dustbin using GPS Tracking
IRJET- Smart Dustbin using GPS Tracking
mecha cp.pptx
mecha cp.pptx
Iot Enabled waste management system.pptx
Iot Enabled waste management system.pptx
IRJET- Smart Dustbin Container using IoT Notification
IRJET- Smart Dustbin Container using IoT Notification
Fingerprint Based Attendance System by IOT
Fingerprint Based Attendance System by IOT
IoT Based Intelligent Management System for Agricultural Application
IoT Based Intelligent Management System for Agricultural Application
An Automated Machine Learning Approach For Smart Waste Management System
An Automated Machine Learning Approach For Smart Waste Management System
IRJET- IoT based Smart Garbage Management –Optimal Route Search
IRJET- IoT based Smart Garbage Management –Optimal Route Search
IRJET- LORA based Solid Waste Management
IRJET- LORA based Solid Waste Management
IRJET- IoT based Industrial Pollution Monitoring
IRJET- IoT based Industrial Pollution Monitoring
ENFACT
ENFACT
IRJET- Segregation of Waste - A Survey
IRJET- Segregation of Waste - A Survey
IRJET- IoT based Connected Dustbins for Waste Management in Commercial Places
IRJET- IoT based Connected Dustbins for Waste Management in Commercial Places
More from IRJET Journal
TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...
TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...
IRJET Journal
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURE
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURE
IRJET Journal
A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...
A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...
IRJET Journal
Effect of Camber and Angles of Attack on Airfoil Characteristics
Effect of Camber and Angles of Attack on Airfoil Characteristics
IRJET Journal
A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...
A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...
IRJET Journal
Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...
Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...
IRJET Journal
Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...
Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...
IRJET Journal
A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...
A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...
IRJET Journal
A REVIEW ON MACHINE LEARNING IN ADAS
A REVIEW ON MACHINE LEARNING IN ADAS
IRJET Journal
Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...
Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...
IRJET Journal
P.E.B. Framed Structure Design and Analysis Using STAAD Pro
P.E.B. Framed Structure Design and Analysis Using STAAD Pro
IRJET Journal
A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...
A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...
IRJET Journal
Survey Paper on Cloud-Based Secured Healthcare System
Survey Paper on Cloud-Based Secured Healthcare System
IRJET Journal
Review on studies and research on widening of existing concrete bridges
Review on studies and research on widening of existing concrete bridges
IRJET Journal
React based fullstack edtech web application
React based fullstack edtech web application
IRJET Journal
A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...
A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...
IRJET Journal
A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.
A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.
IRJET Journal
Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...
Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...
IRJET Journal
Multistoried and Multi Bay Steel Building Frame by using Seismic Design
Multistoried and Multi Bay Steel Building Frame by using Seismic Design
IRJET Journal
Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...
Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...
IRJET Journal
More from IRJET Journal
(20)
TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...
TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURE
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURE
A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...
A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...
Effect of Camber and Angles of Attack on Airfoil Characteristics
Effect of Camber and Angles of Attack on Airfoil Characteristics
A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...
A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...
Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...
Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...
Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...
Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...
A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...
A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...
A REVIEW ON MACHINE LEARNING IN ADAS
A REVIEW ON MACHINE LEARNING IN ADAS
Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...
Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...
P.E.B. Framed Structure Design and Analysis Using STAAD Pro
P.E.B. Framed Structure Design and Analysis Using STAAD Pro
A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...
A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...
Survey Paper on Cloud-Based Secured Healthcare System
Survey Paper on Cloud-Based Secured Healthcare System
Review on studies and research on widening of existing concrete bridges
Review on studies and research on widening of existing concrete bridges
React based fullstack edtech web application
React based fullstack edtech web application
A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...
A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...
A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.
A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.
Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...
Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...
Multistoried and Multi Bay Steel Building Frame by using Seismic Design
Multistoried and Multi Bay Steel Building Frame by using Seismic Design
Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...
Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...
Recently uploaded
Roadmap to Membership of RICS - Pathways and Routes
Roadmap to Membership of RICS - Pathways and Routes
M Maged Hegazy, LLM, MBA, CCP, P3O
Structural Analysis and Design of Foundations: A Comprehensive Handbook for S...
Structural Analysis and Design of Foundations: A Comprehensive Handbook for S...
Dr.Costas Sachpazis
KubeKraft presentation @CloudNativeHooghly
KubeKraft presentation @CloudNativeHooghly
sanyuktamishra911
SPICE PARK APR2024 ( 6,793 SPICE Models )
SPICE PARK APR2024 ( 6,793 SPICE Models )
Tsuyoshi Horigome
Microscopic Analysis of Ceramic Materials.pptx
Microscopic Analysis of Ceramic Materials.pptx
purnimasatapathy1234
Introduction and different types of Ethernet.pptx
Introduction and different types of Ethernet.pptx
upamatechverse
(MEERA) Dapodi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escorts
(MEERA) Dapodi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escorts
ranjana rawat
UNIT-II FMM-Flow Through Circular Conduits
UNIT-II FMM-Flow Through Circular Conduits
rknatarajan
College Call Girls Nashik Nehal 7001305949 Independent Escort Service Nashik
College Call Girls Nashik Nehal 7001305949 Independent Escort Service Nashik
Call Girls in Nagpur High Profile
★ CALL US 9953330565 ( HOT Young Call Girls In Badarpur delhi NCR
★ CALL US 9953330565 ( HOT Young Call Girls In Badarpur delhi NCR
9953056974 Low Rate Call Girls In Saket, Delhi NCR
The Most Attractive Pune Call Girls Budhwar Peth 8250192130 Will You Miss Thi...
The Most Attractive Pune Call Girls Budhwar Peth 8250192130 Will You Miss Thi...
ranjana rawat
HARDNESS, FRACTURE TOUGHNESS AND STRENGTH OF CERAMICS
HARDNESS, FRACTURE TOUGHNESS AND STRENGTH OF CERAMICS
RajkumarAkumalla
Call for Papers - African Journal of Biological Sciences, E-ISSN: 2663-2187, ...
Call for Papers - African Journal of Biological Sciences, E-ISSN: 2663-2187, ...
Christo Ananth
UNIT-V FMM.HYDRAULIC TURBINE - Construction and working
UNIT-V FMM.HYDRAULIC TURBINE - Construction and working
rknatarajan
Top Rated Pune Call Girls Budhwar Peth ⟟ 6297143586 ⟟ Call Me For Genuine Se...
Top Rated Pune Call Girls Budhwar Peth ⟟ 6297143586 ⟟ Call Me For Genuine Se...
Call Girls in Nagpur High Profile
VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130
VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130
Suhani Kapoor
(RIA) Call Girls Bhosari ( 7001035870 ) HI-Fi Pune Escorts Service
(RIA) Call Girls Bhosari ( 7001035870 ) HI-Fi Pune Escorts Service
ranjana rawat
(PRIYA) Rajgurunagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(PRIYA) Rajgurunagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
ranjana rawat
UNIT - IV - Air Compressors and its Performance
UNIT - IV - Air Compressors and its Performance
sivaprakash250
Coefficient of Thermal Expansion and their Importance.pptx
Coefficient of Thermal Expansion and their Importance.pptx
Asutosh Ranjan
Recently uploaded
(20)
Roadmap to Membership of RICS - Pathways and Routes
Roadmap to Membership of RICS - Pathways and Routes
Structural Analysis and Design of Foundations: A Comprehensive Handbook for S...
Structural Analysis and Design of Foundations: A Comprehensive Handbook for S...
KubeKraft presentation @CloudNativeHooghly
KubeKraft presentation @CloudNativeHooghly
SPICE PARK APR2024 ( 6,793 SPICE Models )
SPICE PARK APR2024 ( 6,793 SPICE Models )
Microscopic Analysis of Ceramic Materials.pptx
Microscopic Analysis of Ceramic Materials.pptx
Introduction and different types of Ethernet.pptx
Introduction and different types of Ethernet.pptx
(MEERA) Dapodi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escorts
(MEERA) Dapodi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escorts
UNIT-II FMM-Flow Through Circular Conduits
UNIT-II FMM-Flow Through Circular Conduits
College Call Girls Nashik Nehal 7001305949 Independent Escort Service Nashik
College Call Girls Nashik Nehal 7001305949 Independent Escort Service Nashik
★ CALL US 9953330565 ( HOT Young Call Girls In Badarpur delhi NCR
★ CALL US 9953330565 ( HOT Young Call Girls In Badarpur delhi NCR
The Most Attractive Pune Call Girls Budhwar Peth 8250192130 Will You Miss Thi...
The Most Attractive Pune Call Girls Budhwar Peth 8250192130 Will You Miss Thi...
HARDNESS, FRACTURE TOUGHNESS AND STRENGTH OF CERAMICS
HARDNESS, FRACTURE TOUGHNESS AND STRENGTH OF CERAMICS
Call for Papers - African Journal of Biological Sciences, E-ISSN: 2663-2187, ...
Call for Papers - African Journal of Biological Sciences, E-ISSN: 2663-2187, ...
UNIT-V FMM.HYDRAULIC TURBINE - Construction and working
UNIT-V FMM.HYDRAULIC TURBINE - Construction and working
Top Rated Pune Call Girls Budhwar Peth ⟟ 6297143586 ⟟ Call Me For Genuine Se...
Top Rated Pune Call Girls Budhwar Peth ⟟ 6297143586 ⟟ Call Me For Genuine Se...
VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130
VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130
(RIA) Call Girls Bhosari ( 7001035870 ) HI-Fi Pune Escorts Service
(RIA) Call Girls Bhosari ( 7001035870 ) HI-Fi Pune Escorts Service
(PRIYA) Rajgurunagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(PRIYA) Rajgurunagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
UNIT - IV - Air Compressors and its Performance
UNIT - IV - Air Compressors and its Performance
Coefficient of Thermal Expansion and their Importance.pptx
Coefficient of Thermal Expansion and their Importance.pptx
SMART WASTE MANAGEMENT SYSTEM
1.
International Research Journal
of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 09 Issue: 05 | May 2022 www.irjet.net p-ISSN: 2395-0072 © 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 861 SMART WASTE MANAGEMENT SYSTEM Shraddha Golande1, Kaushal Purohit2, Aalok Marathe3, Anuja Ghotekar4, Ms. Sonam Borhade5 1,2,3,4 B.Tech student, Computer Science, Sinhgad Institute of Technology and Science , Pune, India 5B.Tech Professor, Computer Science, Sinhgad Institute of Technology and Science , Pune, India ---------------------------------------------------------------------***--------------------------------------------------------------------- Abstract - Current waste management systems are inefficient and costly. Electronic sensors can be used to efficiently manage the waste and significantly reduce the cost of man labor. In this project raspberry Pi is used along with servo motors and conveyor belt. TensorFlow is used to build the waste object detection model. Waste will be carried by the conveyor belt and servo motors will turn the flaps in order to segregate the waste into solid and wet waste. Key Words: Object detection, waste management system, TensorFlow 1. INTRODUCTION 2.01 billion tons of municipal waste is being generated worldwide every year. It is projected to increase at least by 70% to reach 3.4 billion tons by 2050 due to rapid urbanization, population growth and economic development unless urgent measures are not taken. Segregation at the source level is critical to its recycling and disposal. Lack of segregation, collection and transportation of unsegregated mixed waste being dumped in the landfills has an impact on the environment. During such times reducing man labor and automating the tasks of segregation and collection to increase the efficiency can be helpful and this project helps in achieving the same. It helps in reducing the labor cost as well as helps in segregating the waste in the form of solid and wet waste. 1.1 INTERNET OF THINGS The Internet of Things helps in acknowledging the objects in the real world with the help of cameras, sensors and various softwares who have the ability to process it over the internet or other networks used in communication. Advancements in the field of Internet of Things have made it possible to improve the existing waste management system. Implementation of the sensors in the waste bin along with Internet of Things connectivity allows for the real-time monitoring of the waste being collected, which is absent in the existing waste management system. Data such as the type of waste, and any necessary data can be collected from the sensors. This data can then be uploaded to the cloud for storage and processing. The processed data can then be used to study and assess the limitations of the existing waste management system and hence improve the system’s efficiency as a whole. The Internet of Things application in the waste bin is one step towards a smart city. With the help of Internet of Things, the workers can get to know the actual fill level of each compartment of the segregated waste, which will further help them in the management phase and also cut the management costs considerably. The waste can also be segregated in solid and wet waste. With the help of Internet of Things one can also record the number of times the bin has been emptied. 2. Requirements Following are the requirements for the smart waste management system. ● Raspberry Pi 4B (4GB ram or more) ● Moisture sensor ● Servo motors ● Conveyor belt ● Pi camera (5MP or more) 3. METHODOLOGY 3.1 IMPLEMENTATION The camera module is connected to Raspberry Pi to capture the waste image for the purpose of object detection and identification. Waste is dumped on the conveyor belt and the raspberry pi detects it. After this the waste will come in front of the moisture detector and then the detector will check whether there is moisture present or not. After the waste is detected, we will carry out classification with the help of SVM (Support Vector Machine) algorithm. And then after applying CNN (Convolution neural network) model we can detect the waste and determine whether it is solid or wet waste. Waste detected is added to the database by calling the api. Then the flaps will turn accordingly to dump the waste in the specified bin. If there is moisture present in the waste ,then that particular waste will be dropped off at the wet waste compartment. Speed of the conveyor is to be considered with reference to the time required by the object detection model to identify the waste.
2.
International Research Journal
of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 09 Issue: 05 | May 2022 www.irjet.net p-ISSN: 2395-0072 © 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 862 Fig-1:System Architecture Fig-2:Sequence Diagram Fig-3: Use Case Diagram Fig-4:System Architecture Algorithm 1: Drop waste 2: Move the conveyor belt 3: Capture frames using Pi Camera 4: Raspberry Pi performs waste image classification using the CNN model if waste = paper then Open paper compartment’s ; elseif waste = metal then Open metal compartment’s ; elseif waste = plastic then Open plastic compartment’s ; else Open Wet waste compartment ; 5: Dump waste in the compartment. 3.2 DATASET Dataset Contains 'cardboard', 'compost', 'glass', 'metal', 'paper', 'plastic', 'trash' and ‘wet waste’ total 8 different types of waste materials which are used for recycling, and contain 2187 images belonging to 8 classes. Accuracy can be improved by adding more images into the dataset. Fig 5:Waste Dataset 4. CONCLUSIONS During such times when waste management has become a concern to the world an efficient model is required to overcome the problems being faced. This project will help to increase the efficiency of the current waste management system significantly and also help in proper segregation of wet and solid waste. This project will also help in cutting the labor costs and also in the management process.
3.
International Research Journal
of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 09 Issue: 05 | May 2022 www.irjet.net p-ISSN: 2395-0072 © 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 863 5. ACKNOWLEDGEMENT We would like to thank our Principal Dr. S. D. Markande, Head of the Department Dr.Geeta S. Navale, our project Coordinator Mrs. B. D. Shendkar, our guide Ms. Sonam Borhade for their valuable advice and technical assistance. REFERENCES [1] M. Shahidul Islam, M. T. Islam, A. F. Almutairi, G. K. Beng, N. Misran, and N. Amin, “Monitoring of the human body signal through the Internet of Things (IoT) based LoRa wireless network system,” Appl. Sci., vol. 9, no. 9, p. 1884, May 2019. [2] M. A. Abu, N. H. Indra, A. H. A. Rahman, N. A. Sapiee, and I. Ahmad, “A study on image classification based on deep learning and tensorflow,” Int. J. Eng. Res. Technol., vol. 12, pp. 563–569, Oct. 2019. [3] N. Misran, M. S. Islam, G. K. Beng, N. Amin, and M. T. Islam, “IoT based health monitoring system with LoRa communication technology,”in Proc. Int. Conf. Electr. Eng. Informat. (ICEEI), Bandung, IN, USA, 2019, pp. 514–517. [4]K. Kumar and S. Kumar, “Energy efficient link stable routing in Internet of Things,” International Journal of Information Technology, vol. 10, no. 4, pp. 465–479, 2018. [5] A. Meijer and M.P.R.Bol´ıvar, “Governing The Smartcity:A Review Of The literature on smart urban governance,” Int. Rev. Adm. Sci., vol. 82, no. 2, pp. 392–408, 2016. [6] A. Zanella, N. Bui, A. Castellani, L. Vangelista, and M. Zorzi, “Internet of Things for smart cities,’ ’IEEE Internet Things J.,vol.1,no.1, pp. 22–32, Feb. 2014. [7] O. Vermesan, P. Friess, P. Guillemin et al., “Internet of things strategic research roadmap,” Internet of Things- Global Technological and Societal Trends, vol. 1, pp. 9–52, 2011. [8] L. Atzori, A. Iera, and G. Morabito, “The Internet of Things: A survey,” Comput. Netw., vol. 54, no. 15, pp. 2787–2805, Oct. 2010. [9] M.O.Saeed,M.N.Hassan, and M.A.Mujeebu,“Assessment Of Municipal solid waste generation and recyclable materials potential in kuala lumpur, malaysia,” Waste Manage., vol. 29, no. 7, pp. 2209–2213, Jul. 2009. BIOGRAPHIES Shraddha Golande is currently a final year B.student of savitribai phule pune University. Kaushal Purohit is currently a final year B.student of savitribai phule pune University. Aalok Marathe is currently a final year B.student of savitribai phule pune University. Anuja Ghotkar is currently a final year B.student of savitribai phule pune University Ms. Sonam Borhade is currently working as a Professor in Sinhgad Institute of Technology and Science, Narhe
Download now