Subject

Monitoring and Data Processing in Environmental Engineering

Course Title

Monitoring and Data Processing in Environmental Engineering
Monitoring and data processing in environmental engineering

Code

m23_s_202

Study Programme

—

Organizer of the study programme (unit, institute, department or division)

Faculty of Computer Science and Engineering

Degree level (first, second, third cycle)

Second cycle

Academic year / semester

10 / Summer

Number of ECTS credits

Teacher

Андреа Кулаков, Петре Ламески

Prerequisites for enrolling in the course

—

10.

Objectives of the course programme (competences)

Запознавање со принципите на мониторинг и обработка на податоци во
инженерството на животната средина

11.

Course content

Content of the subject program:
1)Основни концепти на резолуцијата,точност, прецизност, сензитивност, калибрација
и контрола на грешка.
2)Системи за аквизиција на податоци, телеметрија, прикажување, снимање и
процесирање
3) Безжични уреди за аквизиција на податоци
4) Анализа на податоците, статистички третман на податоците, извори на грешка.

12.

Learning methods

Предавања поддржани со презентации преку слајдови, интерактивни предавања, вежби (користење на опрема и софтверски пакети), тимска работа, пример случаи, поканети гости предавачи, самостојна изработка и одбрана на проектна задача и семинарска работа, учење во електронско опкружување (форуми, консултации).

13.

Total available time

6 ECTS x 30 hours = 180 hours

14.

Distribution of available time

60 + 0 + 40 + 60 + 20 = 180 часа

15.

Forms of teaching activities

15.1.	Lectures - theoretical instruction	60 hours
15.2.	Exercises (laboratory, auditory), seminars, teamwork	0 hours

16.

Other forms of activities

16.1.	Project assignments	60 hours
16.2.	Independent assignments	40 hours
16.3.	Home study	20 hours

17.

Assessment method

17.1.	Tests	0 points
17.2.	Seminar paper / project (presentation: written and oral)	60 points
17.3.	Activities and learning	0 points
17.4.	Final exam	0 points

18.

Grading criteria (points / grade)

up to 50 points	5 (five) (F)
from 51 to 60 points	6 (six) (E)
from 61 to 70 points	7 (seven) (D)
from 71 to 80 points	8 (eight) (C)
from 81 to 90 points	9 (nine) (B)
from 91 to 100 points	10 (ten) (A)

19.

Requirement for obtaining a signature and taking the final exam

реализирани активности 15, 16

20.

Language of instruction

Macedonian and English

21.

Method for monitoring the quality of teaching

internal evaluation and survey mechanism

22.

Literature

22.1.

Required literature

1. Ecological Informatics Scope,. With CD-ROM | Techniques and Applications Recknagel, Friedrich (Ed.) 2nd ed., XXXVI, 496 p. 174 illus | Elsiver | 2006
2. Подготвена литература и презентации од TEMPUS проектот | Monitoring and Data acquisition in Environmental Engineering | “JEP_41038-2006 "Ecosystem Informatics- Development of Postgraduate Curriculum | 2008

22.2.

Additional literature

No. Author Title Publisher Year