Fall 2026

Electric Machines for Traction Applications

EPD 645 reviews electric machine physics and operation for traction applications, covering DC, PM synchronous, reluctance, and induction machines, including field orientation.

no offering record for this termCredits unavailable
Recorded instructors · Fall 2026 No instructors listed

Summary

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Recent recorded grades — Spring 2023: 3.71 GPA, 85.7% A/AB (n=7 letter grades); Spring 2024: 3.92 GPA, 100.0% A/AB (n=13 letter grades); Spring 2025: 3.58 GPA, 83.3% A/AB (n=6 letter grades).

Grade history

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average GPA
letter grades
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Prerequisites

Course map

Graduate/professional standing or declared in Capstone Certificate in Powertrain Electrification

  • Graduate/professional standing or declared in Capstone Certificate in Powertrain Electrification
EPD 645 used by

“Used by” includes alternatives; linked courses may have other requirements. This is a best-effort interpretation; check the catalog requirements above.

Prerequisite text tree
  • Graduate/professional standing or declared in Capstone Certificate in Powertrain Electrification

Professors

Fall 2026

No instructors recorded for this selection.

Historical instructors & teaching patterns

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Calendar & sections

Fall 2026

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Student experience

the class

Recent recorded grades — Spring 2023: 3.71 GPA, 85.7% A/AB (n=7 letter grades); Spring 2024: 3.92 GPA, 100.0% A/AB (n=13 letter grades); Spring 2025: 3.58 GPA, 83.3% A/AB (n=6 letter grades).

difficulty & workload

No workload feedback recorded.

Topics

  • Physics of electric machines
  • Motoring and generating modes
  • Traction applications
  • Brush DC, PM synchronous, reluctance, and induction machines
  • Field orientation in AC machines

Skills

  • Understanding electric machine physics
  • Analyzing electric machine operation in motoring and generating modes
  • Exploring fundamentals of various electric machine types
  • Applying field orientation concepts in AC machines

Grades

Latest available · Spring 2025— not enough history to project Fall 2026.

average GPA
A / AB grades
letter grades
Instructor

Grade distribution · % of letter grades

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AB
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BC
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F

Grades over time

Through Spring 2025

More grade details Grade mix, volume & source data

Not enough comparable courses for Fall 2026 in UW–Madison.

Sources & history

UW–Madison

Catalog & offerings

Descriptions, prerequisites, and recorded course offerings.

Catalog observation history

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Grade history

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Dataset & model

Recorded 2026-09-07

View the dataset on Hugging Face
Model outputs & technical records
nvidia/Qwen3.6-35B-A3B-NVFP4
LLM outputs across runs
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Full model traces

Recorded model configuration, reasoning, and tool conversations.

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Model & dataset provenance 
{
  "model": "nvidia/Qwen3.6-35B-A3B-NVFP4",
  "model_revision": "1355db6a052410cfd62085d94b58866fd0f2c3c5",
  "task_version": "14",
  "output_id": "e12871148687f16610512aefd2c868ad4c58039ba8be7d39e2b1fd3582b00873",
  "requirements_status": "valid",
  "dataset_revision": "e243353dcb7d79b7247ced91d69443ef4c2a6349",
  "observed_at": "2026-09-07 15:55:43.033547+00:00"
}