Cse-sustainable-devlopment | CMR Engineering College , Hyderabad, Telangana, India - Approved By AICTE, New Delhi And Affiliated To JNT University Hyderabad

Solving Complex Engineering Problems Incorporating Sustainability Goals

The Sustainable Development Goals (SDGs) are a universal set of 17 interconnected goals for Sustainable Development. They provide a shared blueprint for peace, prosperity, and sustainability for people and the planet.Engineering education plays a pivotal role in developing the skills, knowledge, and innovation required to address these global goals. Mapping engineering complex problems and courses toward the SDGs helps ensure that future engineers are equipped to solve critical issues, such as climate change, inequality, and access to education. Mapping of academic programs, courses, and complex problem-solving skills with the SDGs to contribute meaningfully to societal challenges.

Table: 2.7.1: Sustainable Development Goals (SDGs)

Goal	Title of the SDG goal	Brief Description
1	No Poverty	End poverty in all its forms everywhere.
2	Zero Hunger	End hunger, achieve food security, and improve nutrition.
3	Good Health and Well-being	Ensure healthy lives and promote well-being for all at all ages.
4	Quality Education	Ensure inclusive and equitable quality education and promote lifelong learning.
5	Gender Equality	Achieve gender equality and empower all women and girls.
6	Clean Water and Sanitation	Ensure availability and sustainable management of water and sanitation.
7	Affordable and Clean Energy	Ensure access to affordable, reliable, sustainable, and modern energy for all.
8	Decent Work and Economic Growth	Promote sustained, inclusive economic growth, full and productive employment.
9	Industry, Innovation, and Infrastructure	Build resilient infrastructure and promote sustainable industrialization and innovation.
10	Reduced Inequalities	Reduce inequality within and among countries.
11	Sustainable Cities and Communities	Make cities inclusive, safe, resilient, and sustainable.
12	Responsible Consumption and Production	Ensure sustainable consumption and production patterns.
13	Climate Action	Take urgent action to combat climate change and its impacts.
14	Life Below Water	Conserve and sustainably use oceans, seas, and marine resources.
15	Life on Land	Protect, restore, and promote sustainable use of ecosystems and biodiversity.
16	Peace, Justice, and Strong Institutions	Promote peaceful and inclusive societies and build effective, accountable institutions.
17	Partnerships for the Goals	Strengthen global partnerships to support and achieve the goals.

SDG Mapping Activities in A.Y:2024-25

S.no	SDG levels	Major projects titles list	Type of activity
1	Sdg-1 (no poverty)	Agriculture crop recommendation based on productivity and season	MAJOR PROJECT
			MAJOR PROJECT
		Budget buddy: expense tracker	RTRP
		Portable emergency wi-fi devices	RTRP
2	Sdg-2 zero hunger	Plant disease classification	MAJOR PROJECT
		Iot based smart irrigation system using reinforcement learing	MAJOR PROJECT
		Inverse cooking: recipe generation from food images	MINI PROJECT
		Leaf disease detection using ML	MINI PROJECT
		Product analyzer of seed data using android application	RTRP
		Farm drone	RTRP
		smart agriculture system	RTRP
		AI-driven crop diseases	RTRP
3	Sdg-3 good health & well-being	Iot based mood garden	MAJOR PROJECT
		End to end architecture for age estimation from facial expression video	MAJOR PROJECT
		Prediction of park in sons disease using ML	MAJOR PROJECT
		Secure data transmission in internet of medical things using res-256 algorithm	MAJOR PROJECT
		Drug discovery using AI and ML	MAJOR PROJECT
		Chest disease detection using CNN algorithm	MAJOR PROJECT
		Optimized cardio vascular disease for casting using ML techniques	MAJOR PROJECT
		Blood group detection using fingerprint in ML	MAJOR PROJECT
		Healthcare data analysis using AI	MINI PROJECT
		Disease-based food recommendation system using AI & ML	MINI PROJECT
		Hybrid feature-based prediction of suicide-related activities on twitter using data science	MINI PROJECT
		Iot-based fall detection system	MINI PROJECT
		Performance-based image processing for medical applications	MINI PROJECT
		Automatic gas leakage detection by using arduino uno	MINI PROJECT
		Health insurance identification (clAIm frauds)	MINI PROJECT
		Identification of twins using ML	MINI PROJECT
		Analyzing conjunctivitis outbreaks using ML	MINI PROJECT
		A real-time contactless vital signs estimation system	MINI PROJECT
		Estimation of obesity level using machine learning	MINI PROJECT
		ANN model for prediction of knee osteoarthritis	MINI PROJECT
		Blood donations bank application	RTRP
		glow band: smart app for pregnancy women	RTRP
		Ambulance tracker	RTRP
		Smart vehicle, real time passenger detection, heart beat detection in seatbelts	RTRP
		Spine support	RTRP
		quick health (your doctor is just a tap away)	RTRP
		Health tracker application	RTRP
		Health guidance planner	RTRP
		Bmi calculator	RTRP
		Virtual AI assistance in medical science	RTRP
		AIr health pro – AIr quality monitoring system	RTRP
		pharma master	RTRP
		Alcohol detector	RTRP
		Driver drowsiness detection system for accident	RTRP
		Hospital management system	RTRP
		Medical card registration	RTRP
		Blood donation platform with reward system	RTRP
4	Sdg-4 quality education	Student activity recognition through surveillance cameras using yolo	MAJOR PROJECT
		Offline llm – generating human like responses without internet	MAJOR PROJECT
		Face recognition based attendance system	MAJOR PROJECT
		Plagiarism checker using flask	MAJOR PROJECT
		Student certificate validation	MAJOR PROJECT
		Automatic attendance detection system	MAJOR PROJECT
		Bus identification device for blind people	MAJOR PROJECT
		Language translation using NLP	MAJOR PROJECT
		Hand gesture recognition for deaf and dumb	MAJOR PROJECT
		Sports team management system	MINI PROJECT
		Document summarization to video generation with live language translation	MINI PROJECT
		Exam seating arrangement system using java	MINI PROJECT
		Education assistant using chatgpt	MINI PROJECT
		Student certificate validation using block chAIn	MINI PROJECT
		Automatic attendance detector device using IoT	MINI PROJECT
		Handwritten equation solver using CNN	MINI PROJECT
		Face recognition classification in proctored exam	MINI PROJECT
		Attendance management system	MINI PROJECT
		Social media campAIgn for student admission	RTRP
		Online quiz application	RTRP
		Simplified lecture notes organizer	RTRP
		Mobile application for home tutoring	RTRP
		YouTube transcript summarizer	RTRP
		education app	RTRP
		Career guidance hub (career go)	RTRP
		Creating a student-friendly website for exam purpose	RTRP
		smart student resource hub	RTRP
		Iot-driven student performance analysis tool	RTRP
		Smart student recognition and information system	RTRP
5	Sdg-5 gender equality	A system based on ML and nlp for supporting women and families during pregnancy	MAJOR PROJECT
		Analysis of women safety in Indian	MAJOR PROJECT
		Women safety mobile app	MAJOR PROJECT
		Smart bag for women safety	MAJOR PROJECT
		Two way sign language translator	RTRP
		Women safety	RTRP
		Creating an app for women safety analytics	RTRP
		CMREC nexus club	RTRP
6	Sdg-6 clean water & sanitation	Iot based disaster monitoring and management system for dams	MAJOR PROJECT
		Automation of dry-wet dust collection to support swatch bharat abhiyan using iot	MAJOR PROJECT
		Design for sensing soil moisture content by auto irrigation system	MINI PROJECT
		Automatic irrigation system on sensing soil moisture	MINI PROJECT
		Solar-powered water purification system	RTRP
		Smart water quality monitoring system	RTRP
		smart plant hydration and water level control system	RTRP
		Distance level indicator with arduino	RTRP
		Water leak detection system	RTRP
7	Sdg-7 affordable & clean energy	Automation of dry-wet dust collection to support swatch bharat abhiyan using iot	MAJOR PROJECT
		Real time brightness control with hand detection	MAJOR PROJECT
		Design of an intelligent cloud based remote electricity metering billing system	MAJOR PROJECT
		Electricity theft detection in smart grids based on deep neural networks using ML	MAJOR PROJECT
		Fire prevention in ev using iot	MINI PROJECT
		Predict fuel efficiency using tens or flow	MINI PROJECT
		Automatic irrigation system by arduino uno	RTRP
		Smart home automation using iot	RTRP
		Smart street lighting system	RTRP
		Home appliance power usage tracker	RTRP
		Renewable energy solutions (e.g., solar panels)	RTRP
		Iot-based smart home system	RTRP
		generating electricity by pressure plate method	RTRP
8	Sdg-8 decent work & economic growth	Fraud detection in banking data by ML tecniques	MAJOR PROJECT
		A comparative study on fake job post prediction using social media data mining	MINI PROJECT
		Customer relationship management	MINI PROJECT
		Budget tracker mini (simple expense tracker)	MINI PROJECT
		Face job recognition using ML	MINI PROJECT
		Bank customer churn prediction using ML	MINI PROJECT
		Visualization and forecasting stocks using dash	MINI PROJECT
		Online auction system	RTRP
		Smart ret AI stock management	RTRP
		Chatbox AI for jobs	RTRP
		Hotel billing machine	RTRP
		Rotatable bench	RTRP
		Ecommerce realtime website	RTRP
		Land mine detection	RTRP
		Application for business purpose analysis and management	RTRP
9	Sdg-9 industry,innovation, technology & infrastructure	Advanced video content summarization platform	MAJOR PROJECT
		Developing bloak chainn in kyc	MAJOR PROJECT
		Iot based ICU patient monitoring system	MAJOR PROJECT
		Leveraging lidar for accurate elevation mapping analysis using iot	MAJOR PROJECT
		Natural based prediction model of bug reports on ensemble ML	MAJOR PROJECT
		Detecting pick pokects suspects from large- scale public transit records	MAJOR PROJECT
		Smart trolley using rfid	MAJOR PROJECT
		UPI fraud detection using ML	MAJOR PROJECT
		Threefold security through hybrid encryption and key safe gaurding	MAJOR PROJECT
		Monkey pox diagnosis with interpretable deep learning	MAJOR PROJECT
		Real-time object detection using yolo	MINI PROJECT
		Stack overflow auto search tool using automation	MINI PROJECT
		Object detection with voice feedback using machine learning	MINI PROJECT
		Optical character reader using tesseract	MINI PROJECT
		Document summarization to video generation with live language translation	MINI PROJECT
		Toward detection and attribution of cyber attacks in iot	MINI PROJECT
		Python-powered voice assistant for windows	MINI PROJECT
		Pose estimation for human interaction and gesture recognition	MINI PROJECT
		Arduino radar	MINI PROJECT
		Integrated text categorization system	MINI PROJECT
		Best streaming shows segmentation analysis	MINI PROJECT
		Music generation	MINI PROJECT
		Neural style transfer	MINI PROJECT
		Best streaming shows segmentations analysis using k-means algorithm	MINI PROJECT
		Image captioning system using ML	MINI PROJECT
		Fashion club	RTRP
		Micro communications	RTRP
		Ultra sonic radar detector	RTRP
		Face connect	RTRP
		personalized music recommendation system	RTRP
		AI-enhanced cybersecurity threat detectors	RTRP
		Conversational AI with emotional intelligence	RTRP
		AI focus	RTRP
		smart breaking system	RTRP
		Fingerprint-based voting project	RTRP
		Smart traffic management system	RTRP
		Iot based vehicle tracking system	RTRP
		motion sensor for agricultural land	RTRP
10	Sdg-10 reduced inequality	Real time gesture recognition using open cv	MAJOR PROJECT
		Smart inventory control for pharmacies	MAJOR PROJECT
		Multilingual based speed recognition and emotion recognition	MAJOR PROJECT
		Signify – the exceptional	RTRP
		Neddy orphanages	RTRP
		online voting system	RTRP
		Real-time audio translation using deep learning	RTRP
11	Sdg-11 sustAInable cities & communities	Intelligent alcohol detection and drowsiness monitoring system in vehicle	MAJOR PROJECT
		Advanced digital diary and thought recording system	MAJOR PROJECT
		Automatic movable railway plaform with train arrival detection and monitoring over iot	MAJOR PROJECT
		Advanced railway track fault detection and reporting over iot	MAJOR PROJECT
		Smart waste management system	MAJOR PROJECT
		A deep attentive multimodal machine learning approach for disaster identification from social media posts	MINI PROJECT
		Predicting the impact of disruptions to urban rail transit system	MINI PROJECT
		Pollution-based traffic signal management system	MINI PROJECT
		Destination alert and safe navigation	MINI PROJECT
		Garbage segregation	MINI PROJECT
		Fire prevention in ev using iot	MINI PROJECT
		Experientia: intelligent mapping system using ML	MINI PROJECT
		Traffic management system using deep learning	RTRP
		Travel buddy	RTRP
		Hotel rent prediction in hyderabad	RTRP
		urban noise pollution monitoring	RTRP
		Smart air quality monitor with predictive pollution alerts	RTRP
		Online ticket booking platform for all types of transportation	RTRP
		Iot based waste management system	RTRP
		garbage collector	RTRP
		Ride together: your cost-efficient travel companion	RTRP
		Safe netix	RTRP
		Home cost predictors	RTRP
		traffic light controller	RTRP
		Findit: your local lost and found portal	RTRP
		Smart waste management	RTRP
12	Sdg-12 responsible consumption & production	Crop prediction by iot sensor data by using machine learning	MAJOR PROJECT
		Agriflow web based platform for managing agricultural enterprises	MAJOR PROJECT
		Fruit disease detection using color, texturre and ANN	MAJOR PROJECT
		Fruit ripeness detector using machine learning	MINI PROJECT
		Leaf disease detection using ML	MINI PROJECT
		Database-driven grocery billing and stock management	MINI PROJECT
		Predict fuel efficiency using tensor flow	MINI PROJECT
		Automatic irrigation system on sensing soil moisture	MINI PROJECT
		Garbage segregation	MINI PROJECT
		Fashion style recommender system	MINI PROJECT
		Wine quality prediction using ML	MINI PROJECT
		Design for sensing soil moisture content by auto irrigation system	MINI PROJECT
		Urban oasis -> a garden companion tool	RTRP
		live stock monitoring	RTRP
		Online food and grocery platform	RTRP
		food waste management system	RTRP
		Food spoilage detector	RTRP
		subscription box service	RTRP
		Expense tracker	RTRP
		Augmented reality shopping	RTRP
13	sdg-13 climate action	Forest fire alerting system with gps coordinates using iot	MAJOR PROJECT
		Flood forecasting model using federated learning	MAJOR PROJECT
		Iot-based gas cylinder level and leakage detection using arduino	MAJOR PROJECT
		A deep attentive multimodal machine learning approach for disaster identification from social media posts	MINI PROJECT
		Pollution-based traffic signal management system	MINI PROJECT
		Automated geophysical feature detection	MINI PROJECT
		Blockchain e-voting system	MINI PROJECT
		C2c online old book store	RTRP
		Real-time environmental impact analyzer	RTRP
		AI-based app for pesticide recommendation, crop production & marketing	RTRP
		Avatar for instagram apk	RTRP
		smart home automation using iot	RTRP
		earthquake alarm innovation type	RTRP
14	Sdg-14 life below water	Iot-based smart urban farming system for vertical gardens	MAJOR PROJECT
		Enhancing crop health and accurate disease diagnosis	MAJOR PROJECT
		Smart water quality monitoring system	RTRP
		Iot-driven waste management system	RTRP
15	Sdg-15 life on land	Pests classification using computer vision using the cnn algorithm	MAJOR PROJECT
		Crop disease identification using esenble learning	MAJOR PROJECT
		Smart water quality monitoring system	RTRP
		Plant leaf detection and classification usingann	RTRP
16	Sdg-16 peace,justice & strong institutions	Deep learning approach for in appropiate content detection and classification youtube video/ deep learning	MAJOR PROJECT
		Iot based anti theft floor mat system	MAJOR PROJECT
		Deepfake face detection using machine learning	MINI PROJECT
		Detection of phishing attacks using natural language processing and logistic regression	MINI PROJECT
		Secure communication application using image steganography	MINI PROJECT
		Digital grievance resolution with database integration using ML	MINI PROJECT
		Online land registration	MINI PROJECT
		Online missing person information system	MINI PROJECT
		Iris recognition using machine learning	MINI PROJECT
		Criminal record management system using AI	MINI PROJECT
		Fake currency detection using machine learning	MINI PROJECT
		Smart electronics voting machine with face recognition using raspberry pi	RTRP
		Gov notify	RTRP
		fake bank message detector	RTRP
		Fingerprint-based voting project	RTRP
17	Sdg-17 partnerships for the goals	Organ sharing using cutting edge algorithm (web services)	MAJOR PROJECT
		Blockchain-based autonomous notarization system using national e-id card	MAJOR PROJECT
		Agriflow: web-based platform for managing agricultural enterprises	MAJOR PROJECT
		Personal finance manager	RTRP
		Hobit morph	RTRP
		A app to show our rich culture	RTRP

EAMCET CODE: CMRN

Solving Complex Engineering Problems Incorporating Sustainability Goals

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