# ECE 504: Electric Machine & Drive System Laboratory | UW–Madison

[View on UW Courses](https://uwcourses.com/courses/ECE_504)

## Dataset

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

### repository

twangodev/uwcourses

### schema version

6

### importer version

7

### projection id

52a78527ff09011d88cb04c7d43867d9fbfec2930bf1dd2ec359ebd2844e0b07

### observed at

2026-09-07T15:55:43.033547+00:00

### built at

2026-09-10T19:50:42.743001+00:00

### courses

8951

### current instructors

5754

### limited

false

### terms

* 1272
* 1264
* 1262
* 1254
* 1252
* 1244
* 1242
* 1234
* 1232
* 1224
* 1222
* 1212
* 1204
* 1202
* 1194
* 1192
* 1184
* 1182
* 1174
* 1172
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* 1162
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* 1132
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* 1122
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* 1112
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* 1102
* 1094
* 1092
* 1084
* 1082
* 1074
* 1072

### term

1272

### departments

| subject   | count |
| --------- | ----- |
| AAE       | 90    |
| ABT       | 20    |
| ACCTIS    | 36    |
| ACTSCI    | 14    |
| AFAERO    | 10    |
| AFRICAN   | 87    |
| AFROAMER  | 71    |
| AGROECOL  | 21    |
| AMERIND   | 53    |
| ANAT\&PHY | 7     |
| ANATOMY   | 2     |
| ANESTHES  | 8     |
| ANSCI     | 57    |
| ANTHRO    | 95    |
| ART       | 125   |
| ARTED     | 10    |
| ARTHIST   | 121   |
| ASIALANG  | 129   |
| ASIAN     | 109   |
| ASIANAM   | 28    |
| ASTRON    | 38    |
| ATMOCN    | 69    |
| BIOCHEM   | 51    |
| BIOCORE   | 10    |
| BIOLOGY   | 14    |
| BIOMDSCI  | 18    |
| BME       | 66    |
| BMI       | 41    |
| BMOLCHEM  | 10    |
| BOTANY    | 69    |
| BSE       | 44    |
| C\&ESOC   | 73    |
| CBE       | 48    |
| CHEM      | 101   |
| CHICLA    | 52    |
| CIVENGR   | 133   |
| CLASSICS  | 47    |
| CNP       | 10    |
| CNSRSCI   | 50    |
| COMARTS   | 137   |
| COMPBIO   | 15    |
| COMPLIT   | 11    |
| COMPSCI   | 138   |
| COUNPSY   | 78    |
| CRB       | 19    |
| CS\&D     | 71    |
| CSCS      | 40    |
| CURRIC    | 193   |
| DANCE     | 93    |
| DERM      | 8     |
| DS        | 88    |
| DYSCI     | 35    |
| ECE       | 155   |
| ECON      | 145   |
| EDPOL     | 114   |
| EDPSYCH   | 97    |
| ELPA      | 70    |
| EMA       | 53    |
| EMERMED   | 17    |
| ENGL      | 206   |
| ENTOM     | 40    |
| ENVIRST   | 148   |
| EP        | 15    |
| EPD       | 67    |
| ESL       | 16    |
| F\&WECOL  | 60    |
| FAMMED    | 22    |
| FINANCE   | 50    |
| FOLKLORE  | 40    |
| FOODSCI   | 43    |
| FRENCH    | 63    |
| GEN\&WS   | 145   |
| GENBUS    | 72    |
| GENECSLR  | 17    |
| GENETICS  | 60    |
| GEOG      | 113   |
| GEOSCI    | 83    |
| GERMAN    | 82    |
| GLE       | 48    |
| GNS       | 38    |
| GREEK     | 27    |
| HDFS      | 41    |
| HEBR-BIB  | 13    |
| HEBR-MOD  | 10    |
| HISTORY   | 233   |
| HISTSCI   | 56    |
| HONCOL    | 13    |
| ILS       | 43    |
| INFOSYS   | 9     |
| INTEGART  | 7     |
| INTEGSCI  | 22    |
| INTER-AG  | 18    |
| INTER-HE  | 11    |
| INTER-LS  | 22    |
| INTEREGR  | 16    |
| INTLBUS   | 21    |
| INTLST    | 50    |
| ISYE      | 83    |
| ITALIAN   | 53    |
| JEWISH    | 56    |
| JOURN     | 88    |
| KINES     | 128   |
| LACIS     | 26    |
| LANDARC   | 61    |
| LATIN     | 24    |
| LAW       | 120   |
| LEGALST   | 48    |
| LINGUIS   | 35    |
| LIS       | 89    |
| LITTRANS  | 78    |
| LSC       | 52    |
| M\&ENVTOX | 7     |
| MARKETNG  | 62    |
| MATH      | 153   |
| MDGENET   | 8     |
| ME        | 130   |
| MEDHIST   | 43    |
| MEDICINE  | 60    |
| MEDIEVAL  | 32    |
| MEDPHYS   | 39    |
| MEDSC-M   | 29    |
| MEDSC-V   | 41    |
| MHR       | 68    |
| MICROBIO  | 45    |
| MILSCI    | 16    |
| MM\&I     | 22    |
| MOLBIOL   | 6     |
| MS\&E     | 59    |
| MUSIC     | 165   |
| MUSPERF   | 126   |
| NAVSCI    | 20    |
| NE        | 44    |
| NEURODPT  | 11    |
| NEUROL    | 7     |
| NEURSURG  | 4     |
| NTP       | 11    |
| NURSING   | 111   |
| NUTRSCI   | 65    |
| OBS\&GYN  | 18    |
| OCCTHER   | 39    |
| ONCOLOGY  | 14    |
| OPHTHALM  | 5     |
| OTM       | 43    |
| PATH      | 34    |
| PATH-BIO  | 29    |
| PEDIAT    | 26    |
| PHARMACY  | 31    |
| PHILOS    | 77    |
| PHMCOL-M  | 11    |
| PHMPRAC   | 45    |
| PHMSCI    | 60    |
| PHYASST   | 37    |
| PHYSICS   | 88    |
| PHYSIOL   | 3     |
| PHYTHER   | 37    |
| PLANTSCI  | 52    |
| PLPATH    | 35    |
| POLISCI   | 192   |
| POPHLTH   | 58    |
| PORTUG    | 33    |
| PSYCH     | 101   |
| PSYCHIAT  | 22    |
| PUBAFFR   | 54    |
| PUBLHLTH  | 23    |
| RADIOL    | 11    |
| REALEST   | 41    |
| RELIGST   | 90    |
| RHABMED   | 9     |
| RMI       | 24    |
| RP\&SE    | 102   |
| S\&APHM   | 17    |
| SCANDST   | 73    |
| SLAVIC    | 89    |
| SOC       | 149   |
| SOCWORK   | 87    |
| SOILSCI   | 46    |
| SPANISH   | 83    |
| SRMED     | 21    |
| STAT      | 94    |
| STDYABRD  | 52    |
| STS       | 8     |
| SURGERY   | 25    |
| SURGSCI   | 33    |
| THEATRE   | 91    |
| URBRPL    | 60    |
| UROLOGY   | 5     |
| ZOOLOGY   | 89    |

## course

### run id

20260907T155543-ce3781c4

### semester

1272

### observed at

2026-09-07 15:55:43.033547+00:00

### record version id

b25ff1377fad97954c6d88be704b1fc828bf7ae4f6e3f7b4025e9d442daefa63

### course id

ECE 504

### course uid

course\_ace87bcd13045c765885ae03

### catalog version id

8e83ae2055f4e36518bdbe5b1568ebef29aa252b0bd080935d54a3773d7e66dc

### course number

504

### subjects

* ECE

### title

ELECTRIC MACHINE & DRIVE SYSTEM LABORATORY

### description

Steady state and dynamic performance of electric machines in combination with power electronic converters. Measurement of electric machine parameters, evaluation of synchronization techniques and inverter drive properties, realization of drive operation via real time embedded control system, implementation and comparative evaluation of advanced machine control techniques.

### requirements text

E C E 411, or graduate/professional standing, or declared in Capstone Certificate in Power Conversion and Control

### credit offering ids

None recorded.

### llm job id

enrich-8b774950c2b6adfdc46d1b82

### llm output id

72c920432593215498f260c143ee0bff51219c987029116a09c3b89421d14f29

### llm model

nvidia/Qwen3.6-35B-A3B-NVFP4

### llm model revision

1355db6a052410cfd62085d94b58866fd0f2c3c5

### llm task version

14

### llm search status

valid

### llm summary

Laboratory course on the steady-state and dynamic performance of electric machines with power electronic converters.

### llm topics

* Electric machine performance.
* Power electronic converters.
* Synchronization techniques.
* Inverter drive properties.
* Real-time embedded control systems.

### llm skills

* Measuring machine parameters and evaluating drive properties.
* Implementing drive operation using real-time embedded control.
* Implementing and evaluating advanced machine control techniques.

### llm assumed background

* Fundamentals of electric circuits, electromechanical energy conversion, and basic electric drive systems.
* Calculus-based physics and differential equations.

### llm search phrases

* electric machine control
* power electronic converters
* real time embedded control
* drive operation
* machine parameters

### llm requirements status

valid

### llm student summary status

valid

### llm experience status

insufficient\_evidence

### catalog variants

None recorded.

### student summary

#### context hash

1c41fcb990389b3db23effb3765264cf9ca59859f08c42d06361fc908eafe6a8

#### course id

ECE 504

#### current instructors

None recorded.

#### difficulty workload

None recorded.

#### errors

None recorded.

#### historical context

None recorded.

#### message

No course-specific reviews available

#### offered

false

#### profile hash

5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02

#### quick take

Recent recorded grades — Spring 2020: 3.72 GPA, 100.0% A/AB (n=9 letter grades); Spring 2025: 3.84 GPA, 93.8% A/AB (n=16 letter grades); Spring 2026: 3.88 GPA, 100.0% A/AB (n=16 letter grades).

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```

#### student experience

None recorded.

#### task hash

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#### teaching history

None recorded.

#### term id

1272

#### term name

2026 Fall

#### version

2

### requirements

#### nodes

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```

#### notes

None recorded.

#### root

n0

#### status

parsed

### instructors

None recorded.

### offerings

None recorded.

### sections

None recorded.

### grade instructors

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```

### grades

```json
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    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ECE 504",
    "course_uid": "course_ace87bcd13045c765885ae03",
    "term_id": "1254",
    "term_name": "Spring 2025",
    "instructors": [
      "Patrick Flannery"
    ],
    "a": 12,
    "ab": 3,
    "b": 1,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 16,
    "source_aliases": [
      "ECE 504"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ECE 504",
    "course_uid": "course_ace87bcd13045c765885ae03",
    "term_id": "1264",
    "term_name": "Spring 2026",
    "instructors": [
      "Patrick Flannery"
    ],
    "a": 12,
    "ab": 4,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 16,
    "source_aliases": [
      "ECE 504"
    ]
  }
]
```

### statistics

#### gpa

3.726

#### graded

93

#### counts

* 52
* 31
* 10
* 0
* 0
* 0
* 0

### grade conflicts

None recorded.

### evidence

#### history

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_ace87bcd13045c765885ae03-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_ace87bcd13045c765885ae03-0.json)

#### traces

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_ace87bcd13045c765885ae03-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_ace87bcd13045c765885ae03-0.json)

#### results

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_ace87bcd13045c765885ae03-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_ace87bcd13045c765885ae03-0.json)

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

## context

### all

#### term



#### gpa

3.725806451612903

#### count

93

#### university

##### size

3460

##### gpa Percentile

52

##### count Percentile

42

##### median Count

117

##### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 0     | false   |
| 2.4–2.8 | 17    | false   |
| 2.8–3.2 | 287   | false   |
| 3.2–3.6 | 968   | false   |
| 3.6–4.0 | 2188  | true    |

#### departments

```json
[
  {
    "subject": "ECE",
    "comparison": {
      "size": 94,
      "gpaPercentile": 67,
      "countPercentile": 33,
      "medianCount": 140,
      "histogram": [
        {
          "range": "0.0–0.4",
          "count": 0,
          "current": false
        },
        {
          "range": "0.4–0.8",
          "count": 0,
          "current": false
        },
        {
          "range": "0.8–1.2",
          "count": 0,
          "current": false
        },
        {
          "range": "1.2–1.6",
          "count": 0,
          "current": false
        },
        {
          "range": "1.6–2.0",
          "count": 0,
          "current": false
        },
        {
          "range": "2.0–2.4",
          "count": 0,
          "current": false
        },
        {
          "range": "2.4–2.8",
          "count": 0,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 8,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 37,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 49,
          "current": true
        }
      ]
    }
  }
]
```

### terms

#### 1084

##### term

1084

##### gpa

3.7222222222222223

##### count

9

##### departments

| subject | comparison |
| ------- | ---------- |
| ECE     |            |

#### 1104

##### term

1104

##### gpa

3.75

##### count

8

##### departments

| subject | comparison |
| ------- | ---------- |
| ECE     |            |

#### 1124

##### term

1124

##### gpa

3.611111111111111

##### count

9

##### departments

| subject | comparison |
| ------- | ---------- |
| ECE     |            |

#### 1144

##### term

1144

##### gpa

3.5555555555555554

##### count

9

##### departments

| subject | comparison |
| ------- | ---------- |
| ECE     |            |

#### 1164

##### term

1164

##### gpa

3.5

##### count

8

##### departments

| subject | comparison |
| ------- | ---------- |
| ECE     |            |

#### 1184

##### term

1184

##### gpa

3.7222222222222223

##### count

9

##### departments

| subject | comparison |
| ------- | ---------- |
| ECE     |            |

#### 1204

##### term

1204

##### gpa

3.7222222222222223

##### count

9

##### departments

| subject | comparison |
| ------- | ---------- |
| ECE     |            |

#### 1254

##### term

1254

##### gpa

3.84375

##### count

16

##### departments

| subject | comparison |
| ------- | ---------- |
| ECE     |            |

#### 1264

##### term

1264

##### gpa

3.875

##### count

16

##### departments

| subject | comparison |
| ------- | ---------- |
| ECE     |            |

### benchmarks

#### all

##### school

###### size

3460

###### gpa

3.6512229708664887

###### top Share

81.36955412380472

###### count

117

##### ECE

###### size

94

###### gpa

3.5663374331535254

###### top Share

76.29571435486226

###### count

140

#### terms

##### 1084

###### school

###### size

720

###### gpa

3.3670742938849725

###### top Share

63.42064564712246

###### count

70

###### ECE

###### size

16

###### gpa

3.0875185917763455

###### top Share

46.018020594418786

###### count

47.5

##### 1104

###### school

###### size

793

###### gpa

3.384661458923085

###### top Share

64.6614752434143

###### count

66

###### ECE

###### size

18

###### gpa

3.0763591673236226

###### top Share

47.17040644572389

###### count

55.5

##### 1124

###### school

###### size

821

###### gpa

3.406589342026613

###### top Share

66.35774230127205

###### count

67

###### ECE

###### size

22

###### gpa

3.2619273221601444

###### top Share

56.5536768995059

###### count

60.5

##### 1144

###### school

###### size

878

###### gpa

3.4092443327803017

###### top Share

65.95978235963416

###### count

64

###### ECE

###### size

29

###### gpa

3.3963570521991486

###### top Share

65.23099367558979

###### count

59

##### 1164

###### school

###### size

965

###### gpa

3.46491230798535

###### top Share

69.92376287143657

###### count

68

###### ECE

###### size

32

###### gpa

3.3387002225789923

###### top Share

63.627072447149246

###### count

83.5

##### 1184

###### school

###### size

1010

###### gpa

3.47925290354517

###### top Share

70.86270937115944

###### count

68

###### ECE

###### size

34

###### gpa

3.4797837203421706

###### top Share

70.14653057475711

###### count

84.5

##### 1204

###### school

###### size

1012

###### gpa

3.703747431523761

###### top Share

84.59811226304916

###### count

65.5

###### ECE

###### size

34

###### gpa

3.7346193271517083

###### top Share

86.80502962000203

###### count

73.5

##### 1254

###### school

###### size

1289

###### gpa

3.6126423469389106

###### top Share

79.48050408754871

###### count

66

###### ECE

###### size

40

###### gpa

3.5198762319632855

###### top Share

74.0918065550377

###### count

87.5

##### 1264

###### school

###### size

1283

###### gpa

3.6229729166451925

###### top Share

80.13669149396227

###### count

66

###### ECE

###### size

45

###### gpa

3.5814138447018746

###### top Share

77.53027985486403

###### count

73

## instructor Trends

```json
[
  {
    "uid": "instructor_25271e02d6262b93775200b4",
    "name": "THOMAS JAHNS",
    "count": 61,
    "terms": [
      {
        "term": "1084",
        "count": 9,
        "sections": 1,
        "gpa": 3.7222222222222223
      },
      {
        "term": "1104",
        "count": 8,
        "sections": 1,
        "gpa": 3.75
      },
      {
        "term": "1124",
        "count": 9,
        "sections": 1,
        "gpa": 3.611111111111111
      },
      {
        "term": "1144",
        "count": 9,
        "sections": 1,
        "gpa": 3.5555555555555554
      },
      {
        "term": "1164",
        "count": 8,
        "sections": 1,
        "gpa": 3.5
      },
      {
        "term": "1184",
        "count": 9,
        "sections": 1,
        "gpa": 3.7222222222222223
      },
      {
        "term": "1204",
        "count": 9,
        "sections": 1,
        "gpa": 3.7222222222222223
      }
    ]
  },
  {
    "uid": "instructor_291ec482be1121a6fe38c721",
    "name": "PATRICK FLANNERY",
    "count": 32,
    "terms": [
      {
        "term": "1254",
        "count": 16,
        "sections": 1,
        "gpa": 3.84375
      },
      {
        "term": "1264",
        "count": 16,
        "sections": 1,
        "gpa": 3.875
      }
    ]
  }
]
```

## following

None recorded.
