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中级
完成时间大约为27 小时
英语(English)
字幕:英语(English)

您将学到的内容有

  • How to design equivalent-circuit models for lithium-ion battery cells

可分享的证书
完成后获得证书
100% 在线
立即开始,按照自己的计划学习。
可灵活调整截止日期
根据您的日程表重置截止日期。
中级
完成时间大约为27 小时
英语(English)
字幕:英语(English)

提供方

科罗拉多大学系统 徽标

科罗拉多大学系统

教学大纲 - 您将从这门课程中学到什么

1

1

完成时间为 4 小时

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

完成时间为 4 小时
9 个视频 (总计 138 分钟), 13 个阅读材料, 8 个测验
9 个视频
2.1.2: How do we model open-circuit voltage (OCV) and state-of-charge (SOC)?21分钟
2.1.3: How do we model voltage polarization?14分钟
2.1.4: What is a "Warburg impedance" and how is it implemented?14分钟
2.1.5: How do I convert a continuous-time model to a discrete-time model?24分钟
2.1.6: What is a quick way to get approximate model parameter values?18分钟
2.1.7: What is hysteresis in a lithium-ion cell and how can I model it?22分钟
2.1.8: Summarizing an equivalent-circuit model of a lithium-ion cell9分钟
2.1.9: Summary of "Defining an ECM of a Li-ion cell" and next steps5分钟
13 个阅读材料
Notes for lesson 2.1.11分钟
Frequently Asked Questions5分钟
Course Resources5分钟
How to Use Discussion Forums5分钟
Earn a Course Certificate5分钟
Notes for lesson 2.1.21分钟
Notes for lesson 2.1.31分钟
Notes for lesson 2.1.41分钟
Notes for lesson 2.1.51分钟
Notes for lesson 2.1.61分钟
Notes for lesson 2.1.71分钟
Notes for lesson 2.1.81分钟
Notes for lesson 2.1.91分钟
8 个练习
Practice quiz for lesson 2.1.210分钟
Practice quiz for lesson 2.1.310分钟
Practice quiz for lesson 2.1.410分钟
Practice quiz for lesson 2.1.510分钟
Practice quiz for lesson 2.1.610分钟
Practice quiz for lesson 2.1.710分钟
Practice quiz for lesson 2.1.810分钟
Quiz for week 130分钟
2

2

完成时间为 5 小时

Identifying parameters of static model

完成时间为 5 小时
6 个视频 (总计 85 分钟), 7 个阅读材料, 6 个测验
6 个视频
2.2.2: What cell tests are needed to determine open-circuit voltage?14分钟
2.2.3: How to determine a cell's coulombic efficiency and total capacity18分钟
2.2.4: How do I determine a cell's temperature-dependent OCV?19分钟
2.2.5: Introducing Octave code to determine static part of ECM20分钟
2.2.6: Summary of "Identifying parameters of static model" and next steps2分钟
7 个阅读材料
Notes for lesson 2.2.11分钟
Notes for lesson 2.2.21分钟
Notes for lesson 2.2.31分钟
Notes for lesson 2.2.41分钟
Notes for lesson 2.2.51分钟
Introducing a new element to the course!10分钟
Notes for lesson 2.2.61分钟
6 个练习
Practice quiz for lesson 2.2.110分钟
Practice quiz for lesson 2.2.230分钟
Practice quiz for lesson 2.2.310分钟
Practice quiz for lesson 2.2.410分钟
Practice quiz for lesson 2.2.510分钟
Quiz for week 230分钟
3

3

完成时间为 7 小时

Identifying parameters of dynamic model

完成时间为 7 小时
9 个视频 (总计 158 分钟), 9 个阅读材料, 7 个测验
9 个视频
2.3.2: How are cell data used to find dynamic-model parameter values?34分钟
2.3.3: Introducing Octave code to determine dynamic part of an ECM33分钟
2.3.4: Introducing Octave toolbox to use ECM16分钟
2.3.5: Understanding Octave code to simulate an ECM9分钟
2.3.6: Understanding Octave code to look up model parameter value7分钟
2.3.7: Understanding Octave code to compute OCV19分钟
2.3.8: Some example results from using the Octave ESC toolbox14分钟
2.3.9: Summary of "Identifying parameters of dynamic model" and next steps4分钟
9 个阅读材料
Notes for lesson 2.3.11分钟
Notes for lesson 2.3.21分钟
Notes for lesson 2.3.31分钟
Notes for lesson 2.3.41分钟
Notes for lesson 2.3.51分钟
Notes for lesson 2.3.61分钟
Notes for lesson 2.3.71分钟
Notes for lesson 2.3.81分钟
Notes for lesson 2.3.91分钟
7 个练习
Practice quiz for lesson 2.3.16分钟
Practice quiz for lesson 2.3.26分钟
Practice quiz for lesson 2.3.330分钟
Practice quiz for lesson 2.3.530分钟
Practice quiz for lesson 2.3.630分钟
Practice quiz for lesson 2.3.730分钟
Quiz for week 330分钟
4

4

完成时间为 6 小时

Simulating battery packs in different configurations

完成时间为 6 小时
6 个视频 (总计 85 分钟), 6 个阅读材料, 6 个测验
6 个视频
2.4.2: How do I use the ECM to simulate constant power?13分钟
2.4.3: How do I simulate battery packs?17分钟
2.4.4: Introducing Octave code to simulate PCMs20分钟
2.4.5: Introducing Octave code to simulate SCMs11分钟
2.4.6: Summary of "Simulating battery packs in different configurations" and next steps3分钟
6 个阅读材料
Notes for lesson 2.4.11分钟
Notes for lesson 2.4.21分钟
Notes for lesson 2.4.31分钟
Notes for lesson 2.4.41分钟
Notes for lesson 2.4.51分钟
Notes for lesson 2.4.61分钟
6 个练习
Practice quiz for lesson 2.4.110分钟
Practice quiz for lesson 2.4.210分钟
Practice quiz for lesson 2.4.315分钟
Practice quiz for lesson 2.4.430分钟
Practice quiz for lesson 2.4.530分钟
Quiz for week 430分钟

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关于 Algorithms for Battery Management Systems 专项课程

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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