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Curriculum Automation engineering: for students enrolled a.y. 2023-24

First Year

1) Mandatory courses

Period ? The period in which lectures are held 1: 16/09/2024 - 20/12/2024 2: 17/02/2025 - 13/06/2025 E: 16/09/2024 - 13/06/2025 Type ? A: Basic learning activities
B: Core learning activity
C: Related or supplementary learning activity
D: Elective learning activity
E: Final examination and foreign language test
S: Stage
F: Other 		ssd ? Disciplinary-scientific area to which the learning activity belongs cfu ? Credits
78809 Mathematical Methods for Automation Engineering M 1 C MAT/07 6
92990 System Theory and Advanced Control M 1 B ING-INF/04 9
92992 Industrial Robotics M 2 B ING-INF/04 6
92991 Learning and Estimation of Dynamical Systems M 2 B ING-INF/04 6
84229 Mechanics of Machines for Automation M 2 B ING-IND/13 9
78810 Real Time Systems for Automation M - Not available for the year  2024/2025 E C ING-INF/05 12

2) Elective courses (6 CFU)

Choose 6 credits among the following courses:
Period ? The period in which lectures are held 1: 16/09/2024 - 20/12/2024 2: 17/02/2025 - 13/06/2025 E: 16/09/2024 - 13/06/2025 Type ? A: Basic learning activities
B: Core learning activity
C: Related or supplementary learning activity
D: Elective learning activity
E: Final examination and foreign language test
S: Stage
F: Other 		ssd ? Disciplinary-scientific area to which the learning activity belongs cfu ? Credits
69661 Image Processing And Computer Vision M 1 C ING-INF/05 6
69441 OPTIMIZATION MODELS AND ALGORITHMS M 1 C MAT/09 6
93322 HARDWARE-SOFTWARE DESIGN OF IOT SYSTEMS M 2 C ING-INF/01 6
73924 Power Electronic Circuits M 2 C ING-IND/31 6

Second Year

1) Mandatory courses

Period ? The period in which lectures are held 1: 16/09/2024 - 20/12/2024 2: 17/02/2025 - 13/06/2025 E: 16/09/2024 - 13/06/2025 Type ? A: Basic learning activities
B: Core learning activity
C: Related or supplementary learning activity
D: Elective learning activity
E: Final examination and foreign language test
S: Stage
F: Other 		ssd ? Disciplinary-scientific area to which the learning activity belongs cfu ? Credits
92994 OPTIMAL CONTROL M 1 B ING-INF/04 6
92993 MODELING AND SIMULATION OF MECHATRONIC SYSTEMS M E B ING-INF/04 9

2) Final examination (21 CFU)

As part of their final exam, students may choose to carry out practical and research activities within companies/institutions external to Unibo, or within Unibo laboratories. Such preparatory activities may be registered in students’ records to specify the type of work carried out., either on a pass/fail basis or with a grade, depending on the cases. Students may therefore choose to carry out their final exam only (Group A) or the final exam + an activity, to be chosen among: internship for the preparation of the final thesis, internship for the preparation abroad of the final thesis, or preparation abroad of the final thesis (Group B).
2.1) Group A (max limit 21 CFU)
Period ? The period in which lectures are held 1: 16/09/2024 - 20/12/2024 2: 17/02/2025 - 13/06/2025 E: 16/09/2024 - 13/06/2025 Type ? A: Basic learning activities
B: Core learning activity
C: Related or supplementary learning activity
D: Elective learning activity
E: Final examination and foreign language test
S: Stage
F: Other 		cfu ? Credits
60750 Final Examination
If you select this activity, it means that you intend to write a thesis for which your continuous presence (in Unibo premises or at external companies/institutions) is NOT requested. 		E E 21
2.2) Group B (max limit 21 CFU)
Period ? The period in which lectures are held 1: 16/09/2024 - 20/12/2024 2: 17/02/2025 - 13/06/2025 E: 16/09/2024 - 13/06/2025 Type ? A: Basic learning activities
B: Core learning activity
C: Related or supplementary learning activity
D: Elective learning activity
E: Final examination and foreign language test
S: Stage
F: Other 		cfu ? Credits
84551 Internship Abroad for Preparation of the Final Examination
If you select this activity, you intend to enter a competition for international mobility (e.g. Thesis Abroad, Erasmus+, etc.) or to start an internship by applying on SOL – Internship (to know more go on your degree course’s website > homepage > studying>internship for the preparation of the final thesis. 		1 E 18
86296 Internship for Preparation for the Final Examination
If you select this activity, you intend to start an internship by applying on SOL – Internship (to know more go on your degree course’s website > homepage > studying>internship for the preparation of the final thesis. 		1 E 18
84548 Preparation for the Final Examination Abroad
If you select this activity, you intend to enter a competition for international mobility (e.g. Thesis Abroad, Erasmus+, etc.). You will agree with your thesis supervisor the company/institution who will host you and the activities to carry out. 		1 E 18
86301 Final Examination O E 3

3) Elective courses (12 CFU)

Choose 12 credits among the following courses:
Period ? The period in which lectures are held 1: 16/09/2024 - 20/12/2024 2: 17/02/2025 - 13/06/2025 E: 16/09/2024 - 13/06/2025 Type ? A: Basic learning activities
B: Core learning activity
C: Related or supplementary learning activity
D: Elective learning activity
E: Final examination and foreign language test
S: Stage
F: Other 		ssd ? Disciplinary-scientific area to which the learning activity belongs cfu ? Credits
92996 AUTONOMOUS AND MOBILE ROBOTICS M 1 B ING-INF/04 6
35166 Diagnosis And Control M 1 B ING-INF/04 6
87269 Automation Software and Design Patterns M 2 B ING-INF/04 6
92995 DISTRIBUTED AUTONOMOUS SYSTEMS M 2 B ING-INF/04 6
69659 ELECTRIC DRIVES FOR AUTOMATION M - Not available for the year  2024/2025 2 B ING-IND/32 6

4) Elective courses (6 CFU)

Choose 6 credits among the following courses:
Period ? The period in which lectures are held 1: 16/09/2024 - 20/12/2024 2: 17/02/2025 - 13/06/2025 E: 16/09/2024 - 13/06/2025 Type ? A: Basic learning activities
B: Core learning activity
C: Related or supplementary learning activity
D: Elective learning activity
E: Final examination and foreign language test
S: Stage
F: Other 		ssd ? Disciplinary-scientific area to which the learning activity belongs cfu ? Credits
92998 EXTERNAL INTERNSHIP 1 F 6
92997 INTERNAL INTERNSHIP 1 F 3
78858 Laboratory of Business Plan M 1 F ING-IND/35 3
78860 Topic Highlight M 2 F 3

5) Courses freely chosen by the students (12 CFU)

Choose at least 12 CFU. The course board suggests to attend to the following courses:
Period ? The period in which lectures are held 1: 16/09/2024 - 20/12/2024 2: 17/02/2025 - 13/06/2025 E: 16/09/2024 - 13/06/2025 Type ? A: Basic learning activities
B: Core learning activity
C: Related or supplementary learning activity
D: Elective learning activity
E: Final examination and foreign language test
S: Stage
F: Other 		ssd ? Disciplinary-scientific area to which the learning activity belongs cfu ? Credits
92996 AUTONOMOUS AND MOBILE ROBOTICS M 1 D ING-INF/04 6
99195 CYBER-PHYSICAL SYSTEMS PROGRAMMING M 1 D ING-INF/05 6
35166 Diagnosis And Control M 1 D ING-INF/04 6
78453 Electric Power Systems and Smart Grids M 1 D ING-IND/33 6
69661 Image Processing And Computer Vision M 1 D ING-INF/05 6
81610 Machine Learning - Not available for the year  2024/2025 1 D ING-INF/05 6
69441 OPTIMIZATION MODELS AND ALGORITHMS M 1 D MAT/09 6
78874 Principles and Methods of Automatic Machines Design 1 D ING-IND/14 6
73548 Wireless Sensor Networks M 1 D ING-INF/03 6
87269 Automation Software and Design Patterns M 2 D ING-INF/04 6
92995 DISTRIBUTED AUTONOMOUS SYSTEMS M 2 D ING-INF/04 6
91250 Deep Learning 2 D ING-INF/05 6
69659 ELECTRIC DRIVES FOR AUTOMATION M - Not available for the year  2024/2025 2 D ING-IND/32 6
93322 HARDWARE-SOFTWARE DESIGN OF IOT SYSTEMS M 2 D ING-INF/01 6
69718 Laboratory On International Industrial Research M 2 D 6
91249 Machine Learning and Deep Learning I.C. - Not available for the year  2024/2025 2 D
91250  Deep Learning 2 D INF/01 6
81610  Machine Learning 1 D ING-INF/05 6
95601 OPTIMIZATION AND MACHINE LEARNING M 2 D MAT/09 6
33976 Oleohydraulics and Pneumatics M - Not available for the year  2024/2025 2 D ING-IND/08 6
73924 Power Electronic Circuits M 2 D ING-IND/31 6

5) Courses freely chosen by the students (12 - 18 CFU)

Choose at least 12 credits. The course board suggests to attend to the following courses:
Period ? The period in which lectures are held 1: 16/09/2024 - 20/12/2024 2: 17/02/2025 - 13/06/2025 E: 16/09/2024 - 13/06/2025 Type ? A: Basic learning activities
B: Core learning activity
C: Related or supplementary learning activity
D: Elective learning activity
E: Final examination and foreign language test
S: Stage
F: Other 		ssd ? Disciplinary-scientific area to which the learning activity belongs cfu ? Credits
92996 AUTONOMOUS AND MOBILE ROBOTICS M 1 D ING-INF/04 6
99195 CYBER-PHYSICAL SYSTEMS PROGRAMMING M 1 D ING-INF/05 6
35166 Diagnosis And Control M 1 D ING-INF/04 6
78453 Electric Power Systems and Smart Grids M 1 D ING-IND/33 6
69661 Image Processing And Computer Vision M 1 D ING-INF/05 6
B2125 MACHINE LEARNING AND DATA MINING M 1 D ING-INF/05 8
69441 OPTIMIZATION MODELS AND ALGORITHMS M 1 D MAT/09 6
78874 Principles and Methods of Automatic Machines Design 1 D ING-IND/14 6
73548 Wireless Sensor Networks M 1 D ING-INF/03 6
87269 Automation Software and Design Patterns M 2 D ING-INF/04 6
92995 DISTRIBUTED AUTONOMOUS SYSTEMS M 2 D ING-INF/04 6
91250 Deep Learning 2 D ING-INF/05 6
69659 ELECTRIC DRIVES FOR AUTOMATION M - Not available for the year  2024/2025 2 D ING-IND/32 6
B4935 FLUID POWER ACTUATION M 2 D ING-IND/09 6
93322 HARDWARE-SOFTWARE DESIGN OF IOT SYSTEMS M 2 D ING-INF/01 6
B6495 LAW AND TECHNOLOGY C.I. 2 D
B6497  CRIMINAL INVESTIGATION IN THE DIGITAL ERA: NEW PERSPECTIVES, NEW CHALLENGES 2 D IUS/16 2
B6496  EUROPEAN DIGITAL TRANSFORMATION: LEGAL AND ETHICAL IMPLICATIONS 2 D IUS/14 2
B6498  PRIVATE LAW AND TECHNOLOGIES 2 D IUS/01 2
B2127 MACHINE LEARNING AND DEEP LEARNING I.C. 2 D
91250  Deep Learning 2 B INF/01 6
95631  MACHINE LEARNING AND DATA MINING 1 B ING-INF/05 6
95601 OPTIMIZATION AND MACHINE LEARNING M 2 D MAT/09 6
33976 Oleohydraulics and Pneumatics M - Not available for the year  2024/2025 2 D ING-IND/08 6
73924 Power Electronic Circuits M 2 D ING-IND/31 6