課程信息
4.4
12 個評分
1 個審閱
專項課程
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完成時間大約為25 小時

建議:9 hours/week...
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專項課程
100% 在線

100% 在線

立即開始,按照自己的計劃學習。
可靈活調整截止日期

可靈活調整截止日期

根據您的日程表重置截止日期。
中級

中級

完成時間(小時)

完成時間大約為25 小時

建議:9 hours/week...
可選語言

英語(English)

字幕:英語(English)

教學大綱 - 您將從這門課程中學到什麼

1
完成時間(小時)
完成時間為 4 小時

Defining an equivalent-circuit model of a Li-ion cell

In this module, you will learn how to derive the equations of an equivalent-circuit model of a lithium-ion battery cell....
Reading
9 個視頻 (總計 138 分鐘), 13 個閱讀材料, 8 個測驗
Video9 個視頻
2.1.2: How do we model open-circuit voltage (OCV) and state-of-charge (SOC)?21分鐘
2.1.3: How do we model voltage polarization?14分鐘
2.1.4: What is a "Warburg impedance" and how is it implemented?14分鐘
2.1.5: How do I convert a continuous-time model to a discrete-time model?24分鐘
2.1.6: What is a quick way to get approximate model parameter values?18分鐘
2.1.7: What is hysteresis in a lithium-ion cell and how can I model it?22分鐘
2.1.8: Summarizing an equivalent-circuit model of a lithium-ion cell9分鐘
2.1.9: Summary of "Defining an ECM of a Li-ion cell" and next steps5分鐘
Reading13 個閱讀材料
Notes for lesson 2.1.11分鐘
Frequently Asked Questions5分鐘
Course Resources5分鐘
How to Use Discussion Forums5分鐘
Earn a Course Certificate5分鐘
Notes for lesson 2.1.21分鐘
Notes for lesson 2.1.31分鐘
Notes for lesson 2.1.41分鐘
Notes for lesson 2.1.51分鐘
Notes for lesson 2.1.61分鐘
Notes for lesson 2.1.71分鐘
Notes for lesson 2.1.81分鐘
Notes for lesson 2.1.91分鐘
Quiz8 個練習
Practice quiz for lesson 2.1.210分鐘
Practice quiz for lesson 2.1.310分鐘
Practice quiz for lesson 2.1.410分鐘
Practice quiz for lesson 2.1.510分鐘
Practice quiz for lesson 2.1.610分鐘
Practice quiz for lesson 2.1.710分鐘
Practice quiz for lesson 2.1.810分鐘
Quiz for week 130分鐘
2
完成時間(小時)
完成時間為 4 小時

Identifying parameters of static model

In this module, you will learn how to determine the parameter values of the static part of an equivalent-circuit model....
Reading
6 個視頻 (總計 85 分鐘), 7 個閱讀材料, 6 個測驗
Video6 個視頻
2.2.2: What cell tests are needed to determine open-circuit voltage?14分鐘
2.2.3: How to determine a cell's coulombic efficiency and total capacity18分鐘
2.2.4: How do I determine a cell's temperature-dependent OCV?19分鐘
2.2.5: Introducing Octave code to determine static part of ECM20分鐘
2.2.6: Summary of "Identifying parameters of static model" and next steps2分鐘
Reading7 個閱讀材料
Notes for lesson 2.2.11分鐘
Notes for lesson 2.2.21分鐘
Notes for lesson 2.2.31分鐘
Notes for lesson 2.2.41分鐘
Notes for lesson 2.2.51分鐘
Introducing a new element to the course!10分鐘
Notes for lesson 2.2.61分鐘
Quiz6 個練習
Practice quiz for lesson 2.2.110分鐘
Practice quiz for lesson 2.2.26分鐘
Practice quiz for lesson 2.2.310分鐘
Practice quiz for lesson 2.2.410分鐘
Practice quiz for lesson 2.2.510分鐘
Quiz for week 230分鐘
3
完成時間(小時)
完成時間為 5 小時

Identifying parameters of dynamic model

In this module, you will learn how to determine the parameter values of the dynamic part of an equivalent-circuit model....
Reading
9 個視頻 (總計 158 分鐘), 9 個閱讀材料, 7 個測驗
Video9 個視頻
2.3.2: How are cell data used to find dynamic-model parameter values?34分鐘
2.3.3: Introducing Octave code to determine dynamic part of an ECM33分鐘
2.3.4: Introducing Octave toolbox to use ECM16分鐘
2.3.5: Understanding Octave code to simulate an ECM9分鐘
2.3.6: Understanding Octave code to look up model parameter value7分鐘
2.3.7: Understanding Octave code to compute OCV19分鐘
2.3.8: Some example results from using the Octave ESC toolbox14分鐘
2.3.9: Summary of "Identifying parameters of dynamic model" and next steps4分鐘
Reading9 個閱讀材料
Notes for lesson 2.3.11分鐘
Notes for lesson 2.3.21分鐘
Notes for lesson 2.3.31分鐘
Notes for lesson 2.3.41分鐘
Notes for lesson 2.3.51分鐘
Notes for lesson 2.3.61分鐘
Notes for lesson 2.3.71分鐘
Notes for lesson 2.3.81分鐘
Notes for lesson 2.3.91分鐘
Quiz7 個練習
Practice quiz for lesson 2.3.16分鐘
Practice quiz for lesson 2.3.26分鐘
Practice quiz for lesson 2.3.36分鐘
Practice quiz for lesson 2.3.56分鐘
Practice quiz for lesson 2.3.66分鐘
Practice quiz for lesson 2.3.76分鐘
Quiz for week 330分鐘
4
完成時間(小時)
完成時間為 5 小時

Simulating battery packs in different configurations

In this module, you will learn how to generalize the capability of simulating the voltage response of a single battery cell to a profile of input current versus time to being able to simulate constant-voltage and constant-power control of a battery cell, as well as different configurations of cells built into battery packs....
Reading
6 個視頻 (總計 85 分鐘), 6 個閱讀材料, 6 個測驗
Video6 個視頻
2.4.2: How do I use the ECM to simulate constant power?13分鐘
2.4.3: How do I simulate battery packs?17分鐘
2.4.4: Introducing Octave code to simulate PCMs20分鐘
2.4.5: Introducing Octave code to simulate SCMs11分鐘
2.4.6: Summary of "Simulating battery packs in different configurations" and next steps3分鐘
Reading6 個閱讀材料
Notes for lesson 2.4.11分鐘
Notes for lesson 2.4.21分鐘
Notes for lesson 2.4.31分鐘
Notes for lesson 2.4.41分鐘
Notes for lesson 2.4.51分鐘
Notes for lesson 2.4.61分鐘
Quiz6 個練習
Practice quiz for lesson 2.4.110分鐘
Practice quiz for lesson 2.4.210分鐘
Practice quiz for lesson 2.4.315分鐘
Practice quiz for lesson 2.4.46分鐘
Practice quiz for lesson 2.4.56分鐘
Quiz for week 430分鐘

講師

Gregory Plett

Professor
Electrical and Computer Engineering

關於 科罗拉多大学系统

The University of Colorado is a recognized leader in higher education on the national and global stage. We collaborate to meet the diverse needs of our students and communities. We promote innovation, encourage discovery and support the extension of knowledge in ways unique to the state of Colorado and beyond....

關於 Algorithms for Battery Management Systems 專項課程

In this specialization, you will learn the major functions that must be performed by a battery management system, how lithium-ion battery cells work and how to model their behaviors mathematically, and how to write algorithms (computer methods) to estimate state-of-charge, state-of-health, remaining energy, and available power, and how to balance cells in a battery pack....
Algorithms for Battery Management Systems

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