Category:Final Year Projects
Battery degradation shows the capacity of battery and its life time. But the mechanisms are complex and interacting. Engineerings build real-time estimation model to solve it but there are to many limitation. Off-line estimation model fine out the general equations of battery life. In actual use the data are dynamics. this tool box can dynamically simulate the equations.
Contents
Introduction
this project will build a toolbox in MATLAB. users can call the functions in toolbox to get the degeadation of Li-ion battery.
Project team
Project students
- Yuanli Chen
Supervisors
- Ali Pourmousavi Kani
- Said Al-Sarawi
Advisors
Objectives
this poject will build two function based to two models into the toolbox.
these two models are provided in these two article:
"A Multi-Factor Battery Cycle Life Prediction Methodology for Optimal Battery Management"
"Modeling of Lithium-Ion Battery Degradation for Cell Life Assessment"
Background
model 1
Method
Results
Conclusion
References
[1] V. Muenzel, J. D. Hoog, M. Brazil, A. Vishwanath, S. Kalyanaraman, "A multi-factor battery cycle life prediction methodology for optimal battery management", Proc. e-Energy, pp. 57-66, Jul. 2015. [2] Xu, B, Oudalov, A, Ulbig, A, Andersson, G & Kirschen, DS 2018, ‘Modeling of Lithium-Ion Battery Degradation for Cell Life Assessment’, IEEE Transactions on Smart Grid, vol. 9, no. 2, pp. 1131–1140. [3] Lee, Yung-Li & Tjhung, Tana 2012, ‘Rainflow Cycle Counting Techniques-Chapter 3’, in Metal Fatigue Analysis Handbook, pp. 89–114. [4] Aiping Wang, Sanket Kadam, Hong Li, Siqi Shi & Yue Qi 2018, ‘Review on modeling of the anode solid electrolyte interphase (SEI) for lithium-ion batteries’, Npj Computational Materials, vol. 4, no. 1, pp. 1–26.
Pages in category "Final Year Projects"
The following 115 pages are in this category, out of 115 total.
2
- Projects:2014S1-06 Bell Ringing Robot: Hawkear
- Projects:2014S1-10 Development of Machine Learning Techniques for Analysing Network Communications
- Projects:2014S1-11 Wireless Rotation Detector for Sport Equipment
- Projects:2014S1-12 Exploring RF Energy Harvesting for Wearable Sensors
- Projects:2014S1-15 Inexpensive Portable Radar System
- Projects:2014S1-16 Automatic Sorter using Computer Vision
- Projects:2014S1-21 Design And Development of a New Respiratory Monitor for Detection of Sleep Apnoea
- Projects:2014S1-23 Real-Time Adaptive Filters
- Projects:2014S1-26 Brain Computer Interface Control for Biomedical Applications
- Projects:2014S1-33 Software-Defined Radio for VLF Transmission
- Projects:2014S1-37 Wireless Monitoring and Control of Wine Fermentation Process
- Projects:2014S1-42 Current-Voltage Tracer Experiment
- Projects:2014S1-44 Cracking the Voynich Manuscript Code
- Projects:2014S1-47 Robotic Arm for Trash Collecting Robot
- Projects:2014S1-48 FPGA-based Software GPS Receiver
- Projects:2014S1-51 Heart Signal Processing Software for Evaluating Pacemaker Effectiveness
- Projects:2014S1-53 Object Profiling for Custom Wheelchair Seating and Pressure Care
- Projects:2014S1-57 Autonomous Vehicle Technologies
- Projects:2015s1-22 Automatic Sorter using Computer Vision
- Projects:2018s1-196 Concealed Wearable Antennas
- Projects:2018s2-226 Software Library for Inverse Synthetic Aperture Radar
- Projects:2018s2-235PG PMU Test generator
- Projects:2018s2-235UG PMU Test generator
- Projects:2018s2-25404 Li-ion Battery Degradation Toolbox In MATLAB
- Projects:2018s2-279 High-Gain Antennas for Terahertz Communications
- Projects:2018s2-280 Assessment of Port Pirie for Higher Renewable PV Energy Integration
- Projects:2019s1-110 AI-Enabled Fuzzy Logic Controller for Autonomous Navigation of Multiple Drones
- Projects:2019s1-113 High Curie Temperature Magnetic Materials
- Projects:2019s1-130 Deep Reinforcement Learning for Autonomous Multi-Agent Collaboration and Distributed Control
- Projects:2019s1-165 Implementation of Cryptography on RISC-V processors
- 2019s1-176 Terahertz Waves for Imaging and Radar Cross Section Measurement
- Projects:2019s1-176 Terahertz Waves for Imaging and Radar Cross Section Measurement
- Projects:2019s1-183 Development of Motor Drive System for Electric Vehicles
- Projects:2019s1-184 Community Level Battery Storage to Improve Reliability and Reduce Energy Cost
- Projects:2019s1-197 Mechanically Steerable Parasitic Array Antenna for the Internet of Things
- Projects:2019s1-206 Smart Busbar Temperature Sensor
- Projects:2019s2-20001 Using Machine Learning to Determine Deposit Height and Defects for Wire + Arc Additive Manufacture (3D printing)
- Projects:2019s2-21501 Terahertz Waveplates
- Projects:2019s2-23101 AI Enabled Information Technologies for Multi-Robot Coordination
- Projects:2019s2-23301 Robust Formation Control for Multi-Vehicle Systems
- Projects:2019s2-23501 Multi-Drone Tracking and Formation Control Platform
- Projects:2019s2-24501 Voice Control Communication System for Stroke Patients
- Projects:2019s2-25101 Logging of Battery Performance and Modelling of Batteries
- Projects:2019s2-25102 Modelling of Magnetic Energy Conversion in the Periodic Domain
- Projects:2019s2-25201 Evaluating the Capabilities of the Existing Synchronous Generators for Ancillary Services Provision in the NEM in various Renewable Penetration Scenarios
- Projects:2019s2-25202 Electricity Consumers' Greenness: A Measure to Quantify Electricity Consumers' Sustainability and Efficiency
- Projects:2019s2-25404 Li-ion Battery Degradation Toolbox In MATLAB
- 2019s2-25501 Allocation of Storage Resources
- Projects:2019s2-25501 Allocation of Storage Resources
- Projects:2019s2-25502 Dynamic Modelling of a System with High Levels of Wind and Solar PV Sources
- Projects:2019s2-25601 Phasor Measurement Unit: FPGA Implementation
- Projects:2020s1-1110 Cognitive Radio System
- Projects:2020s1-1230 Prediction of Grid Power Outages for Home Battery Optimisation
- Projects:2020s1-1231 Radar Waveform Design
- Projects:2020s1-1270 PHY/MAC SDR Implementation for a Tactical Data Network
- Projects:2020s1-1310 How Machines Think: Multi-entity Autoencoder
- Projects:2020s1-1350 Behavioural Analytics and Traffic Generation of Mobile Applications
- Projects:2020s1-1410 Speech Enhancement for Automatic Speech Recognition
- Projects:2020s1-1530 Distribution Network Analysis and Solutions in Regions with Higher PV Uptake
- Projects:2020s1-1531 Low Cost, Robust, Compact, High Efficiency Automotive Solar Regulator / Battery Charger
- Projects:2020s1-1540 Determining Transmission Overhead Conductor Ratings based on Line Tension
- Projects:2020s1-1541 The Impact of Electric Vehicle Loads on the South Australian Power Distribution Network
- Projects:2020s1-2110 Radio-Wave Induced Neural-Plasticity
- Projects:2020s1-2150 All-Silicon High-Gain Terahertz Antennas
- Projects:2020s1-2152 Terahertz Imaging for Non-Destructive Testing
- Projects:2020s1-2230 SODAR: An Experimental Demonstrator
- Projects:2020s1-2274 Economic Optimisation of Water Distribution Pumping Systems with Integrated Renewable Energy Generation and Storage
- Projects:2020s1-2274 Economic Optimisation of Water Distribution Pumping Systems with Integrated Renewable Power Generation
- Projects:2020s1-2274 Improved Environmental and Economic Outcomes through Optimisation of the Integration of the Operations of Pumped Hydroelectricity Storage into a Future Renewables Wind and Solar Dominated Generation Capability
- Projects:2020s1-2290 Untrustworthy GNSS Signal Identification and Generation
- Projects:2020s1-2350 Multi-Drone Tracking and Formation Control Platform
- Projects:2020s1-2430 The Ball Bearing Motor Mystery
- Projects:2020s1-2530 Community Level Battery Storage for Future Communities
- Projects:2020s2-7111 3D printed recycled plastic antennas
- Projects:2020s2-7112 Mechanically steerable parasitic array antenna for the Internet of Things
- Projects:2020s2-7311 Cooperative Multi-agent System to Achieve Multiple Synchronised Goals
- Projects:2020s2-7331 Take-over and retrieve control: attack and defence in networked multi-agent systems
- Projects:2020s2-7410 Speech Enhancement for Automatic Speech Recognition
- Projects:2020s2-7451 Analysing Health Data from Wearables
- Projects:2020s2-7511 SQL Database for Experimental Metadata
- Projects:2020s2-7521 Probabilistic forecasting of energy prices in the National Electricity Market (NEM)
- Projects:2020s2-7531 Wide Bandgap Device in PV Systems
- Projects:2020s2-7542 Thermal Modelling of Electric Machines under Overload Conditions
- Projects:2021s1-13001 Improving the Resilience of Autonomous Satellite Networks against High-Energy Disruptions
- Projects:2021s1-13002 Behavioural Analytics and Adversarial Traffic Generation of Mobile Applications
- Projects:2021s1-13003 Car Hacking
- Projects:2021s1-13006 Weather Station Solar Powered Battery System Optimisation
- Projects:2021s1-13007 Optical Character Recognition for Hazardous Area Equipment Labels
- Projects:2021s1-13008 Design of Integrated Motor and Wheel for a Small Satellite Reaction Wheel
- Projects:2021s1-13009 Investigation and Development of a Solar Charger with Wide Bandgap Devices
- Projects:2021s1-13010 Socially Distant Radar
- Projects:2021s1-13012 Deep Learning Approach for Automatic Defect Detection during Wire + Arc Additive Manufacture (3D printing)
- Projects:2021s1-13013 Investigation of voltage control modes and strategy for large embedded generators connected to the distribution network with high penetration of Distributed Energy Resources
- Projects:2021s1-13111 Novel 3D printing antennas for Internet of Things (IoT)
- Projects:2021s1-13113 Miniaturised metasurface antennas
- Projects:2021s1-13152 Terahertz coherent tomography for inspection of leaf moisture content in-situ
- Projects:2021s1-13252 Feral Animal Recognition Using Thermal and Depth Sensing
- Projects:2021s1-13291 Automated Content Moderation
- Projects:2021s1-13311 Decentralised Control for Cooperative Task Execution in 3D Multi-agent System
- Projects:2021s1-13332 Artificial General Intelligence in fully autonomous systems
- Projects:2021s1-13352 Graph Neural Networks for Detecting Insider Threats
- Projects:2021s1-13412 Smart Sock for Aiding Prothesis Fit and Preventing Pressure Sores in Leg Amputees
- Projects:2021s1-13413 360˚ Camera Dolly/Rig
- Projects:2021s1-13434 Can we teach a machine to be a cardiologist?
- Projects:2021s1-13482 Nanoscale Devices for 6G Technologies
- Projects:2021s1-13512 Use of the POSIX Socket Mechanism, to Implement IoT within a Laboratory Network
- Projects:2021s2-63132 Multi-port Multi-mode antennas for sub-6GHz 5G MIMO applications
- Projects:2021s2-63151 3D printed microfluidic sensors for terahertz spectroscopy
- Projects:2021s2-63332 A collaborative solution for advancing Australian manufactures
- Projects:2021s2-63333 Cooperative multi-robot system: a Simulink-with-Arduino based approach
- Projects:2021s2-63351 Multi-Drone Tracking and Formation Control Platform
- Projects:2021s2-63531 Utility-scale vanadium flow battery in South Australia: System, data and performance analysis