Učni načrt predmeta

Predmet:
Energetska učinkovitost v industriji in stavbah – meritve in analiza rabe energije
Course:
Energy Efficiency in Industry and Buildings – Measurements and Analysis of Energy Use
Študijski program in stopnja /
Study programme and level
Študijska smer /
Study field
Letnik /
Academic year
Semester /
Semester
Ekotehnologije, 3. stopnja / 1 1
Ecotechnologies, 3rd cycle / 1 1
Vrsta predmeta / Course type
Izbirni / Elective
Univerzitetna koda predmeta / University course code:
EKO3-939
Predavanja
Lectures
Seminar
Seminar
Vaje
Tutorial
Klinične vaje
work
Druge oblike
študija
Samost. delo
Individ. work
ECTS
15 15 15 105 5

*Navedena porazdelitev ur velja, če je vpisanih vsaj 15 študentov. Drugače se obseg izvedbe kontaktnih ur sorazmerno zmanjša in prenese v samostojno delo. / This distribution of hours is valid if at least 15 students are enrolled. Otherwise the contact hours are linearly reduced and transfered to individual work.

Nosilec predmeta / Course leader:
prof. dr. Milena Horvat
Sodelavci / Lecturers:
dr. Boris Sučić
Jeziki / Languages:
Predavanja / Lectures:
slovenščina, angleščina
Vaje / Tutorial:
Slovenian, English
Pogoji za vključitev v delo oz. za opravljanje študijskih obveznosti:
Prerequisites:

Zaključena druga stopnja bolonjskega študija ali univerzitetni študijski program.

Completed Bologna B.Sc. or professional type of undergraduate education.

Vsebina:
Content (Syllabus outline):

Predmet obravnava metode in tehnologije za izboljšanje energetske učinkovitosti v industrijskih procesih in stavbah s poudarkom na izboru in utemeljevanju ukrepov ter strateškem upravljanju z energijo (ISO 50001) na ravni organizacije oziroma portfelja sistemov. Študentom bodo predstavljena temeljna načela upravljanja z energijo, izvajanja energetskih pregledov in optimizacije delovanja različnih energetskih sistemov, pri čemer se bo združevalo tehnične in ekonomske vidike energetske učinkovitosti. Študenti se bodo naučili analizirati vzorce rabe energije, modelirati toplotne in električne sisteme ter predlagati ukrepe za izboljšanje učinkovitosti, ki zmanjšujejo stroške, izboljšujejo trajnost delovanja in prispevajo k doseganju okoljskih ciljev. Glavni poudarek bo na razumevanju namena energetske učinkovitosti v industriji in stavbah, kjer se fizikalni procesi povezujejo z inženirskimi, okoljskimi in ekonomskimi cilji. Študenti se bodo naučili razumeti energetske podatke, uporabljati merilne instrumente ter programska orodja za oceno delovanja sistemov in pripravo izvedljivih ukrepov za zmanjšanje rabe energije.
Študenti bodo seznanjeni z osnovnimi značilnostmi različnih vrst energetskih pregledov (preliminarni energetski pregled, razširjeni ali investicijski pregled) ter tipičnim potekom energetskega pregleda, od uvodnega sestanka in zbiranja osnovnih podatkov do priprave končnega poročila. Obravnavan bo tudi zakonodajni in politični okvir energetskih pregledov (evropske direktive, standardi ISO).
Predmet se osredotoča tudi na analizo vzorcev rabe energije, metode normalizacije in ključne kazalnike uspešnosti (KPI). Predstavljen bo koncept določanja referenčne rabe energije in različnih metod za primerjavo in spremljanje energetske učinkovitosti. Obravnavano bo zbiranje podatkov in uporaba protokolov za spremljanje in verifikacijo prihrankov.
V nadaljevanju se bomo osredotočili na energetske tokove v različnih industrijskih sektorjih, vključno s procesnim ogrevanjem, elektromotorji, sistemi stisnjenega zraka in parnimi sistemi. Študenti se bodo naučili prepoznavati neučinkovitost v delovanju različnih sistemov in ocenjevati potencialne prihranke z uporabo različnih metod in orodij. Obravnavani bodo različni primeri iz proizvodne, živilske in kemične industrije, ki bodo služili kot podlaga za poglobljeno analizo in razpravo.
V predmetu bodo predstavljeni tudi koncepti merjenja, spremljanja in primerjalnega vrednotenja energetske učinkovitosti. V okviru praktičnih vaj študenti se bodo naučili, kako izračunati specifično rabo energije in identificirati odstopanja od referenčne učinkovitosti. Študenti se bodo seznanili z delovanjem različnih merilnih instrumentov za merjenje električne energije (analizatorji moči, tokovne klešče), toplote (merilniki pretoka, termopari) in okoljskih parametrov (temperatura, vlažnost, osvetlitev). Poudarek bo na merilni negotovosti, pravilni uporabi instrumentov ter varnem izvajanju meritev. Študenti se bodo naučili, kako pripraviti merilne načrte za različne praktične primere iz industrije in stavb.
Predstavljeni bodo tudi temeljni pojmi energetske učinkovitosti v stavbah, vključno z rabo energije za ogrevanje, prezračevanje, klimatizacijo (HVAC), razsvetljavo in pripravo sanitarne tople vode. Poseben poudarek bo na pravilni oceni vpliva obnašanja uporabnikov in sistemov upravljanja na skupno rabo energije v stavbah.
Predmet bo obravnaval tudi ekonomske in trajnostne vidike izboljšav energetske učinkovitosti v industriji in stavbah. Študenti se bodo naučili ekonomsko vrednotiti projekte energetske učinkovitosti, vključno z izračunom dobe vračanja investicije, neto sedanje vrednosti (NPV) in notranje stopnje donosnosti (IRR). Okoljski vplivi izvedenih ukrepov se bodo ocenjevali skozi izračun ogličnega odtisa in ostalih trajnostnih kazalnikov.
Predmet se bo zaključil s celovitim razmislekom o vlogi energetskih pregledov v okviru sistema stalnega izboljševanja ISO 50001 (cikel Načrtuj-Izvedi-Preveri-Ukrepaj). Obravnavana bo tudi struktura sistema za upravljanje z energijo, vključno z oblikovanjem energetske politike ter vlogami energetskih menedžerjev v različnih organizacijah.

This course examines methods and technologies for improving energy efficiency in industrial processes and buildings, with an emphasis on selecting and justifying measures and on strategic energy management (ISO 50001) at the level of an organisation or a portfolio of systems. Students will be introduced to the fundamental principles of energy management, the implementation of energy audits, and the optimisation of the operation of various energy systems, integrating technical and economic aspects of energy efficiency. Students will learn to analyse energy-use patterns, model thermal and electrical systems, and propose efficiency measures that reduce costs, improve operational sustainability, and contribute to achieving environmental objectives. The main focus will be on understanding the purpose of energy efficiency in industry and buildings, where physical processes are linked to engineering, environmental, and economic goals. Students will learn to interpret energy data, use measurement instruments, and apply software tools to assess system performance and develop feasible measures to reduce energy consumption.
Students will become familiar with the basic characteristics of different types of energy audits (walk-through/preliminary audits and detailed or investment-grade audits) and with the typical audit process, from the initial meeting and collection of basic data to the preparation of the final report. The regulatory and policy framework for energy audits (European directives, ISO standards) will also be covered.
The course also focuses on analysing energy consumption patterns, normalisation methods, and key performance indicators (KPIs). The concept of establishing an energy baseline and different methods for benchmarking and monitoring energy performance will be presented. Data collection and the use of monitoring and verification protocols for savings will also be addressed.
Subsequently, the course will focus on energy flows in various industrial sectors, including process heating, electric motors, compressed air systems, and steam systems. Students will learn to identify inefficiencies in the operation of different systems and to estimate potential savings using various methods and tools. Case studies from manufacturing, food processing, and the chemical industry will be discussed as a basis for in-depth analysis and debate.
The course will also introduce concepts of metering, monitoring, and benchmarking energy performance. Through practical exercises, students will learn how to calculate specific energy consumption and identify deviations from reference performance. Students will become acquainted with the operation of various measurement instruments for electrical energy (power analysers, clamp meters), heat (flow meters, thermocouples), and environmental parameters (temperature, humidity, illuminance). Emphasis will be placed on measurement uncertainty, correct instrument use, and safe measurement practice. Students will learn how to prepare measurement plans for different real-world examples from industry and buildings.
Fundamental concepts of energy efficiency in buildings will also be presented, including energy use for heating, ventilation, air conditioning (HVAC), lighting, and domestic hot water preparation. Special emphasis will be placed on properly assessing the impact of occupant behaviour and building management/control systems on overall building energy use.
The course will also address the economic and sustainability aspects of energy efficiency improvements in industry and buildings. Students will learn how to economically evaluate energy efficiency projects, including calculating the payback period, net present value (NPV), and internal rate of return (IRR). The environmental impacts of implemented measures will be assessed through carbon footprint calculations and other sustainability indicators.
The course will conclude with a comprehensive reflection on the role of energy audits within the ISO 50001 continuous improvement framework (the Plan–Do–Check–Act cycle). The structure of an energy management system will also be covered, including the development of an energy policy and the roles of energy managers in different organisations.

Temeljna literatura in viri / Readings:

• Zoran K. Morvay, Dušan D. Gvozdenac: Applied Industrial Energy and Environmental Management, 2008, John Wiley & Sons.
• Stephen A. Roosa, Steve Doty, Wayne C. Turner: Energy Management Handbook, 9th Edition, 2018, River Publishers.
• Jason Livingston: Fundamentals of Energy Efficient Lighting and Controls, 1st Edition, 2025, River Publishers.
• Patrik Thollander, Jenny Palm: Improving Energy Efficiency in Industrial Energy Systems, 2013, Springer.
• Sustainability Certifications, Labels and Tools in the Built Environment: How to Evaluate, Certificate and Reduce the Energy and Environmental Impacts of Buildings, eds. Francesco Asdrubali and Umberto Berardi, 2025, Routledge.
• Handbook of Energy Efficiency in Buildings, eds. Umberto Desideri and Francesco Asdrubali, 2018, Butterworth-Heinemann.
• International Energy Agency: Energy Efficiency Policy Toolkit 2025, IEA Publications, 2025 (available at: https://iea.blob.core.windows.net/assets/1c9f0a29-e440-4cbc-839a-9b1916818267/IEAEnergyEfficiencyPolicyToolkit_2025_Online.pdf)
• Standard SIST EN ISO 50001:2018 - Sistemi upravljanja z energijo - Zahteve z navodili za uporabo
• Standard SIST EN ISO 50002:2017 - Energetske presoje - Zahteve z navodili za uporabo
• Standard ISO 50006:2023 - Energy management systems - Measuring energy performance using energy baselines (EnB) and energy performance indicators (EnPI) - General principles and guidance
• Standard ISO 50015:2014 - Energy management systems - Measurement and verification of energy performance of organizations - General principles and guidance
• Standard SIST EN 16247 - 1:2012 - Energetske presoje - 1. del: Splošne zahteve
• Standard SIST EN 16247 - 2:2014 - Energetske presoje - 2. del: Stavbe
• Standard SIST EN 16247 - 3:2014 - Energetske presoje - 3. del: Procesi
• Standard SIST EN 16247 - 4:2014 - Energetske presoje - 4. del: Transport
• Standard SIST EN 16247 - 5:2016 - Energetske presoje - 5. del: Kompetence energetskih presojevalcev
• Ciljani izbor znanstvenih objav. / Targeted selection of scientific publications.

Cilji in kompetence:
Objectives and competences:

Sposobnost zagovarjanja fizikalnih in inženirskih načel, ki določajo učinkovitost rabe energije v industriji in stavbah. Sposobnost interpretacije neučinkovitosti različnih energetskih sistemov in oblikovanja različnih strategij prenove ter ocenjevanja njihove ekonomske upravičenosti.

Ability to defend the physical and engineering principles behind energy use and efficiency in industry and buildings. Skills to interpret inefficiencies and propose different retrofit strategies and evaluate their cost-effectiveness.

Predvideni študijski rezultati:
Intendeded learning outcomes:

Znanje in razumevanje:
• Vrednotenje tehnologij za učinkovito ogrevanje, hlajenje, razsvetljavo in procesne sisteme
• Interpretacija regulativnih okvirov, standardov in certifikacij na področju energetske učinkovitosti (npr. ISO 50001, ISO 50002, ipd.)
• Pojasnjevanje načrtovanja, izvedbe in vrednotenja energetskih pregledov v industriji in stavbah
• Pojasnjevanje vloge sistema za upravljanje z energijo
Uporaba:
• Objektivna presoja kompromisov med prihranki energije, stroški in vplivi na okolje
• Celovito vrednotenje učinkovitosti, zmogljivosti in trajnostnosti energetskih sistemov
• Načrtovanje in izvajanje energetskih pregledov v skladu z uveljavljenimi standardi in postopki
• Uporaba merilnih instrumentov in analitične programske opreme za vrednotenje energetskih tokov
• Vrednotenje uspešnosti upravljanja z energijo s pomočjo ključnih kazalnikov učinkovitosti (KPI) ter predlaganje in utemeljevanje ukrepov za izboljšanje energetske učinkovitosti in sistema upravljanja z energijo
Refleksija:
• Analiza primerov dobrih praks energetske učinkovitosti in refleksija o pridobljenih spoznanjih
• Ocena kakovosti podatkov in pripravljenosti organizacije na izboljšanje energetske učinkovitosti
Prenosljive spretnosti:
• Interdisciplinarno znanje, potrebno za samostojno in skupinsko delo pri reševanju kompleksnih problemov energetske učinkovitosti
• Sposobnost jasnega in strokovnega komuniciranja rezultatov v poročilih in na predstavitvah
• Razvijanje analitičnega razmišljanja, reševanja problemov in vodstvenih sposobnosti, povezanih z vlogami v sistemu upravljanja z energijo

Knowledge and Understanding
• Assessing technologies for efficient heating, cooling, lighting, and process systems
• Interpreting regulatory frameworks, standards, and certifications for energy performance (e.g., ISO 50001, ISO 50002, etc.)
• Explaining how to plan, perform, and evaluate energy audits in industrial and building sectors
• Explaining the role of energy management system
Application:
• Objective assessment of trade-offs between energy savings, cost, and environmental impact
• Comprehensive evaluation of the efficiency, performance, and sustainability of energy systems
• Planning and conducting energy audits according to standardized procedures
• Using measurement instruments and analytical software to evaluate energy flows
• Evaluating energy management performance using key performance indicators (KPI) and proposing and justifying energy-saving and management improvement measures.
Reflection
• Assessing different case studies of successful energy efficiency programs and reflect on lessons learned
• Assessing data quality and organization’s readiness for energy performance improvement
Transferable skills
• Interdisciplinary knowledge that is necessary to work independently and collaboratively on complex energy efficiency problems
• Ability to communicate results clearly and professionally in reports and presentations
• Developing analytical thinking, problem-solving, and leadership skills related to roles within an energy management system

Metode poučevanja in učenja:
Learning and teaching methods:

• Predavanja
• Seminar
• Konzultacije
• Samostojno delo

• Lectures
• Seminar work
• Consultations
• Individual work

Načini ocenjevanja:
Delež v % / Weight in %
Assesment:
Seminar – študija primera energetske učinkovitosti (izbrani industrijski obrat ali stavba), ki vključuje analizo dejanskih podatkov rabe, določitev ključnih kazalnikov, pripravo nabora ukrepov z energetsko, ekonomsko in trajnostno utemeljitvijo, pisno poročilo in kratko predstavitev
50 %
Seminar – a case study in energy efficiency (a selected industrial facility or building), including analysis of real energy-use data, definition of key performance indicators, development of a set of measures with energy, economic, and sustainability justification, a written report, and a short presentation.
Ustni izpit – predstavitev in zagovor izbranih ukrepov in strategij vključno z ustrezno razlago odstopanj v rabi energije, utemeljitev predlaganih ukrepov glede na tehnične, ekonomske in okoljske kriterije ter razumevanje zastavljenih okvirov (energetski pregledi, ISO 50001, certificiranje stavb).
50 %
Oral exam – presentation and defence of the selected measures and strategies, including an appropriate explanation of deviations in energy consumption, justification of proposed measures based on technical, economic, and environmental criteria, and understanding of the relevant frameworks (energy audits, ISO 50001, building certification).
Reference nosilca / Lecturer's references:
1. URANJEK, Gregor, HORVAT, Milena, MILAČIČ ŠČANČAR, Radmila, ROŠER, Janez, KOTNIK, Jože. Assessment of dimethyl sulphide odorous emissions during coal extraction process in Coal Mine Velenje. Environmental monitoring and assessment. 2023, vol. 195, str. 1269-1-1269-19. ISSN 1573-2959. DOI: 10.1007/s10661-023-11755-z
2. SNOJ, Luka, AMBROŽIČ, Klemen, BARBOT, L., BENEDIK, Ljudmila, BRATKIČ, Arne, CAPAN, Ivana, REYNARD-CARETTE, C., CINDRO, Vladimir, ČALIČ, Dušan, DESTOUCHES, Christophe, GESLOT, B., HAGHIGHAT, Alireza, HENRY, Romain, HORVAT, Milena et al. A half-century of nuclear research, education and training : Story of the JSI TRIGA reactor. Annals of nuclear energy. [Print ed.]. 2025, vol. 214, art. 111122, 41 str. ISSN 0306-4549. DOI: 10.1016/j.anucene.2024.111122
3. BANK, Michael S., PEDRERO ZAYAS, Zoyne, SOMERSET, Vernon, MARTIN, Lynwill G., HORVAT, Milena. Climate change, mercury pollution, and global ecology. Environmental pollution. Jun. 2025, vol. 375, [article no.] 126284, str. 1-3, ilustr. ISSN 1873-6424. 10.1016/j.envpol.2025.126284
4. VINKOVIĆ, Andrija, HORVAT, Milena, NEČEMER, Marijan, JAĆIMOVIĆ, Radojko, KLANJŠČEK, Tin, et al. Could atmospheric carbon be driving sedimentation?. Journal of soils and sediments : protection, risk assessment and remediation. 2022, vol. 22, no. 11, str. 2912-2928. ISSN 1439-0108. DOI: 10.1007/s11368-022-03282-0
5. ŽIVKOVIĆ, Igor, BRATKIČ, Arne, KOTNIK, Jože, BEGU, Ermira, FAJON, Vesna, HORVAT, Milena, et al. Enhanced mercury reduction in the South Atlantic Ocean during carbon remineralization. Marine pollution bulletin. 2022, vol. 178, str. 1-113644-10-113664. ISSN 0025-326X. DOI: 10.1016/j.marpolbul.2022.113644