Faculty of Technical Sciences

Subject: Software Implementation of Power Systems Operation (17.ESI114)

General information:
 
Category Academic-general educative
Scientific or art field Electroenergetics
ECTS 6

Acquiring the basic knowledge from the power system operation (PSO), regarding the methodology and algorithms for the optimization of production and transmission capacities. The aim is acquiring the knowledge about using and development of the different industry PSO tools for PSO optimization inside the Energy Management System. The aim is understanding the influence of the power market deregulation to the PSO optimization. Software requirements for different PSO optimizations.

At the end of the course, students will be able to: - Consider the fundamental technical and economical characteristics of the most important elements of power system: production units (hydro and thermal power plants), transmission and distribution network (lines and transformers), consumption areas and new and renewable energy sources. - Use the software packages for dispatching optimization and simulation in real-life production and transmission networks. - Solve the basic analytical functions of PSO (algorithms and software development). - Derive the necessary conclusions on the basis of the obtained results for the purpose of PSO optimization.

- Overview of commercial and non-commercial software packages for solving the optimization problems (GAMS, GUROBI, CPLEX, Intel Pardiso, Matlab and others). - Typical optimization methods used for the power system operation problems: solving the large-scale sparse systems of linear equations, linear programming optimization, quadratic programming optimization, mixed integer linear programming optimization and convex optimization. - Technical-operation characteristics of loads. Load diagrams and load profiles. Approximations of load profiles. - Technical-operation characteristics of hydro power plants. Water diagrams. Modeling of hydraulic turbines and hydro units. Operation constraints. Calculation of output power and energy. - Technical-operation characteristics of thermal power plants, gas power plants and power plants with combined cycle. - Technical-operation characteristics of renewable energy resources: wind farms and photovoltaic solar plants. - Power system security and sensitivity coefficients. Implementation of sparse linear power transmission distribution factors. - Economic aspects of PSO. Cost function and technical constraints. Optimal load scheduling in thermal and hydro power systems. Adaptation to the constrained quadratic optimization and integration with above mentioned software packages. - Optimal power flow. Cost functions and constraints. Solution methods (Newton quadratic and linear programming based) and integration with above mentioned software packages. - Basics of frequency and active power control. Primary, secondary and tertiary controls. - Power markets and PSO in deregulated power systems. Energy and ancillary services markets. Locational marginal price. Cost of energy transit. Problem adaptation to the constrained linear programming and integration with above mentioned software packages.

Lectures; Auditory Practice; Consultations.

Authors Title Year Publisher Language
M.P. Hajiabbas and B. Mohammadi-Ivatloo Optimization of Power System Problems: Methods, Algorithms and MATLAB Codes 2020 Springer English
A. Soroudi Power System Optimization Modeling in GAMS 2017 Springer English
S. Boyd and L.Vandenberghe Convex Optimization 2004 Cambridge University Press English
Course activity Pre-examination Obligations Number of points
Computer exercise attendance Yes Yes 5.00
Lecture attendance Yes Yes 5.00
Coloquium exam No Yes 20.00
Coloquium exam No Yes 20.00
Written part of the exam - tasks and theory No Yes 50.00
API Image

Assoc. Prof. Strezoski Luka

Associate Professor

Lectures
API Image

Asst. Prof. Obrenić Marko

Assistant Professor

Lectures

Asst. Prof. Kovački Neven

Assistant Professor

Practical classes
API Image

Assoc. Prof. Strezoski Luka

Associate Professor

Practical classes

Faculty of Technical Sciences

© 2024. Faculty of Technical Sciences.

Contact:

Address: Trg Dositeja Obradovića 6, 21102 Novi Sad

Phone:  (+381) 21 450 810
(+381) 21 6350 413

Fax : (+381) 21 458 133
Emejl: ftndean@uns.ac.rs

© 2024. Faculty of Technical Sciences.