Sara Raos
Current Organizations / Institutes
The organizations/institutes from the scholar's latest article
Sara Raos has a total of 24 co-authors. Here are the top co-authors by number of shared publications:
- Ivan Rajšl
Faculty of Electrical Engineering and Computing, University of Zagreb, Unska 3, 10000 Zagreb, Croatia
7 shared publications - Perica Ilak
Faculty of Electrical Engineering and Computing, University of Zagreb, Unska 3, 10000 Zagreb, Croatia
4 shared publications I. Rajšl
Dept. of Energy & Power Syst., Univ. of Zagreb, Zagreb Croatia
2 shared publicationsJosipa Hranić
2 shared publicationsP. Ilak
Dept. of Energy & Power Syst., Univ. of Zagreb, Zagreb Croatia
2 shared publicationsS. Šadek
Dept. of Energy & Power Syst., Univ. of Zagreb, Zagreb Croatia
2 shared publications
Latest Publications
- Open Access
- 6 October 2024
- Published by International Council on Large Electric Systems - Cigre, Croatian National Committee in Journal of Energy - Energija
- Vol. 73 (4) , 16-25
The Roles of Battery Energy Storage System in Different Energy Communities
The role of battery energy storage system in the different energy community is described, and the goal of this paper is to analyze the role of battery storage in different types of energy communities. A mathematical model was described, which was used to examine the profitability of the battery storage in 3 energy communities with different consumption curves, and the results obtained by simulation were presented.
- 6 October 2024
- Published by International Council on Large Electric Systems - Cigre, Croatian National Committee in Journal of Energy - Energija
- Vol. 73 (4) , 16-25
Open AccessThe Roles of Battery Energy Storage System in Different Energy Communities
The role of battery energy storage system in the different energy community is described, and the goal of this paper is to analyze the role of battery storage in different types of energy communities. A mathematical model was described, which was used to examine the profitability of the battery storage in 3 energy communities with different consumption curves, and the results obtained by simulation were presented.
- Open Access
- 13 June 2024
- Published by Elsevier in Energy and AI
- Vol. 17
Multi-criteria decision-making method for evaluation of investment in enhanced geothermal systems projects
- 13 June 2024
- Published by Elsevier in Energy and AI
- Vol. 17
Open AccessMulti-criteria decision-making method for evaluation of investment in enhanced geothermal systems projects
- Open Access
- 26 March 2022
- Published by Elsevier in Energy Conversion and Management
- Vol. 258
An extended methodology for multi-criteria decision-making process focused on enhanced geothermal systems
- 26 March 2022
- Published by Elsevier in Energy Conversion and Management
- Vol. 258
Open AccessAn extended methodology for multi-criteria decision-making process focused on enhanced geothermal systems
- Open Access
- 16 November 2021
- Published by MDPI AG in Geosciences
- Vol. 11 (11) , 470
Two-Stage Geothermal Well Clustering for Oil-to-Water Conversion on Mature Oil Fields
There are numerous oil fields that are approaching the end of their lifetime and that have great geothermal potential considering temperature and water cut. On the other hand, the oil industry is facing challenges due to increasingly stringent environmental regulations. An example of this is the case of France where oil extraction will be forbidden starting from the year 2035. Therefore, some oil companies are considering switching from the oil business to investing in geothermal projects conducted on existing oil wells. The proposed methodology and developed conversions present the evaluation of existing geothermal potentials for each oil field in terms of water temperature and flow rate. An additional important aspect is also the spatial distribution of existing oil wells related to the specific oil field. This paper proposes a two-stage clustering approach for grouping similar wells in terms of their temperature properties. Once grouped on a temperature basis, these clusters should be clustered once more with respect to their spatial arrangement in order to optimize the location of production facilities. The outputs regarding production quantities and economic and environmental aspects will provide insight into the optimal scenario for oil-to-water conversion. The scenarios differ in terms of produced energy and technology used. A case study has been developed where the comparison of overall fields and clustered fields is shown, together with the formed scenarios that can further determine the possible conversion of petroleum assets to a geothermal assets.
- 16 November 2021
- Published by MDPI AG in Geosciences
- Vol. 11 (11) , 470
Open AccessTwo-Stage Geothermal Well Clustering for Oil-to-Water Conversion on Mature Oil Fields
There are numerous oil fields that are approaching the end of their lifetime and that have great geothermal potential considering temperature and water cut. On the other hand, the oil industry is facing challenges due to increasingly stringent environmental regulations. An example of this is the case of France where oil extraction will be forbidden starting from the year 2035. Therefore, some oil companies are considering switching from the oil business to investing in geothermal projects conducted on existing oil wells. The proposed methodology and developed conversions present the evaluation of existing geothermal potentials for each oil field in terms of water temperature and flow rate. An additional important aspect is also the spatial distribution of existing oil wells related to the specific oil field. This paper proposes a two-stage clustering approach for grouping similar wells in terms of their temperature properties. Once grouped on a temperature basis, these clusters should be clustered once more with respect to their spatial arrangement in order to optimize the location of production facilities. The outputs regarding production quantities and economic and environmental aspects will provide insight into the optimal scenario for oil-to-water conversion. The scenarios differ in terms of produced energy and technology used. A case study has been developed where the comparison of overall fields and clustered fields is shown, together with the formed scenarios that can further determine the possible conversion of petroleum assets to a geothermal assets.
- Open Access
Equilibrium Pricing with Duality-Based Method: Approach for Market-Oriented Capacity Remuneration Mechanism
The crucial design elements of a good capacity remuneration mechanism are market orientation, insurance of long-term power system adequacy, and optimal cross-border generation capacity utilization. Having in mind these design elements, this research aims to propose a financially fair pricing mechanism that will guarantee enough new capacity and will not present state aid. The proposed capacity remuneration mechanism is an easy-to-implement linear program problem presented in its primal and dual form. The shadow prices in the primal problem and dual variables in the dual problem are used to calculate the prices of firm capacity which is capacity needed for long-term power system adequacy under capacity remuneration mechanism. In order to test if the mechanism ensures sufficient new capacity under fair prices, the mechanism is tested on the European Network of Transmission System Operators for Electricity (ENTSO-E) regional block consisting of Austria, Slovenia, Hungary, and Croatia with simulation conducted for a period of one year with a one-hour resolution and for different scenarios of the credible critical events from a standpoint of security of supply; different amounts of newly installed firm capacity; different short-run marginal costs of newly installed firm capacity; and different capacity factors of newly installed firm capacity. Test data such as electricity prices and electricity load are referred to the year 2018. The results show that the worst-case scenario for Croatia is an isolated system scenario with dry hydrology that results with high values of indicators expected energy not served (EENS), loss of load expectation (LOLE), and loss of load probability (LOLP) for Croatia. Therefore, new capacity of several hundred MW is needed to stabilize these indicators at lower values. Price for that capacity depends on the range of installed firm capacity and should be in range of 1000–7000 €/MW/year for value of lost load (VoLL) in Croatia of 1000 €/MWh and 3000–22,000 €/MW/year for VoLL of 3100 €/MWh that correlates with prices from already established capacity markets. The presented methodology can assist policymakers, regulators, and market operators when determining capacity remuneration mechanism rules and both capacity and price caps. On the other hand, it can help capacity market participants to prepare the most suitable and near-optimal bids on capacity markets.
Open AccessEquilibrium Pricing with Duality-Based Method: Approach for Market-Oriented Capacity Remuneration Mechanism
The crucial design elements of a good capacity remuneration mechanism are market orientation, insurance of long-term power system adequacy, and optimal cross-border generation capacity utilization. Having in mind these design elements, this research aims to propose a financially fair pricing mechanism that will guarantee enough new capacity and will not present state aid. The proposed capacity remuneration mechanism is an easy-to-implement linear program problem presented in its primal and dual form. The shadow prices in the primal problem and dual variables in the dual problem are used to calculate the prices of firm capacity which is capacity needed for long-term power system adequacy under capacity remuneration mechanism. In order to test if the mechanism ensures sufficient new capacity under fair prices, the mechanism is tested on the European Network of Transmission System Operators for Electricity (ENTSO-E) regional block consisting of Austria, Slovenia, Hungary, and Croatia with simulation conducted for a period of one year with a one-hour resolution and for different scenarios of the credible critical events from a standpoint of security of supply; different amounts of newly installed firm capacity; different short-run marginal costs of newly installed firm capacity; and different capacity factors of newly installed firm capacity. Test data such as electricity prices and electricity load are referred to the year 2018. The results show that the worst-case scenario for Croatia is an isolated system scenario with dry hydrology that results with high values of indicators expected energy not served (EENS), loss of load expectation (LOLE), and loss of load probability (LOLP) for Croatia. Therefore, new capacity of several hundred MW is needed to stabilize these indicators at lower values. Price for that capacity depends on the range of installed firm capacity and should be in range of 1000–7000 €/MW/year for value of lost load (VoLL) in Croatia of 1000 €/MWh and 3000–22,000 €/MW/year for VoLL of 3100 €/MWh that correlates with prices from already established capacity markets. The presented methodology can assist policymakers, regulators, and market operators when determining capacity remuneration mechanism rules and both capacity and price caps. On the other hand, it can help capacity market participants to prepare the most suitable and near-optimal bids on capacity markets.
- Open Access
Role of Electric Vehicles in Transition to Low Carbon Power System—Case Study Croatia
One of the major tools for the implementation of low carbon strategy goals is increasing the penetration of renewable sources, which are mostly intermittent in nature, into the power system that also increases the needs for additional storage and flexibility capacity in the system. Among other possible solutions, one very most promising tool is the significant electrification of the transport sector. A slightly modified and already verified power system model used for Croatian low-carbon strategy was used here. The PLEXOS software was used to model the Croatian power system by simulating different scenarios. Two scenarios were examined: with and without electric vehicles. This research aimed to evaluate the total decrease in CO2 emissions from both the transport and power sectors due to the increased number of electrical vehicles. The analysis of the Croatian power system was used to assess the flexibility potential of such a large number of electrical vehicles on power system flexibility while considering the volatile nature of wind and solar. Additionally, a question regarding solar availability and simultaneous low-availability of parked electrical vehicles was also examined.
Open AccessRole of Electric Vehicles in Transition to Low Carbon Power System—Case Study Croatia
One of the major tools for the implementation of low carbon strategy goals is increasing the penetration of renewable sources, which are mostly intermittent in nature, into the power system that also increases the needs for additional storage and flexibility capacity in the system. Among other possible solutions, one very most promising tool is the significant electrification of the transport sector. A slightly modified and already verified power system model used for Croatian low-carbon strategy was used here. The PLEXOS software was used to model the Croatian power system by simulating different scenarios. Two scenarios were examined: with and without electric vehicles. This research aimed to evaluate the total decrease in CO2 emissions from both the transport and power sectors due to the increased number of electrical vehicles. The analysis of the Croatian power system was used to assess the flexibility potential of such a large number of electrical vehicles on power system flexibility while considering the volatile nature of wind and solar. Additionally, a question regarding solar availability and simultaneous low-availability of parked electrical vehicles was also examined.
- Open Access
Assessment of Geothermal Fields in the South Pannonian Basin System Using a Multi-Criteria Decision-Making Tool
This paper analyses potential geothermal sites in North-East Croatia which is part of the Pannonian Basin System where a substantial geothermal potential was discovered during hydrocarbon exploration using the Multi-Criteria Decision-Making Tool specially developed for the purposes of the Horizon 2020 project: Multidisciplinary and multi-context demonstration of EGS exploration and Exploitation Techniques and potentials (H2020 MEET). Most of these sites use available geothermal energy potential for commercial purposes, mainly for balneology and more recently for agriculture and electricity generation. The case study involves five different geothermal locations chosen according to their geothermal potential, the current state of production and possible future development, including one oil field that is at the very end of its production life. Three potential final users’ types; agriculture demand, electricity generation demand and district heating have been evaluated for each of the five chosen geothermal sites. The conducted analysis should be of great benefit for further analyses which will be carried out using the aforementioned Multi-Criteria Decision-Making Tool. The performed study showed high consistency of obtained results and actual usage of five geothermal fields.
Open AccessAssessment of Geothermal Fields in the South Pannonian Basin System Using a Multi-Criteria Decision-Making Tool
This paper analyses potential geothermal sites in North-East Croatia which is part of the Pannonian Basin System where a substantial geothermal potential was discovered during hydrocarbon exploration using the Multi-Criteria Decision-Making Tool specially developed for the purposes of the Horizon 2020 project: Multidisciplinary and multi-context demonstration of EGS exploration and Exploitation Techniques and potentials (H2020 MEET). Most of these sites use available geothermal energy potential for commercial purposes, mainly for balneology and more recently for agriculture and electricity generation. The case study involves five different geothermal locations chosen according to their geothermal potential, the current state of production and possible future development, including one oil field that is at the very end of its production life. Three potential final users’ types; agriculture demand, electricity generation demand and district heating have been evaluated for each of the five chosen geothermal sites. The conducted analysis should be of great benefit for further analyses which will be carried out using the aforementioned Multi-Criteria Decision-Making Tool. The performed study showed high consistency of obtained results and actual usage of five geothermal fields.
- Open Access
Multiple-Criteria Decision-Making for Assessing the Enhanced Geothermal Systems
This paper presents the main features of a multiple-criteria decision-making tool for economic and environmental assessment of enhanced geothermal systems projects. The presented holistic approach takes into account important influencing factors such as technical specifications, geological characteristics, spatial data, energy and heat prices, and social and environmental impact. The multiple-criteria decision-making approach uses a weighted decision matrix for evaluating different enhanced geothermal systems alternatives based on a set of criterions which are defined and presented in this paper. The paper, defines and quantifies new criterions for assessing enhanced geothermal systems for a particular site. For evaluation of the relative importance of each criterion in decision making, the weight is associated with each of the listed criterions. The different scenarios of end-use applications are tested in the case study. Finally, in the case study, the data and statistics are collected from real geothermal plants. The case study provides results for several scenarios and the sensitivity analysis based on which the approach is validated. The proposed method is expected to be of great interest to investors and decision makers as it enables better risk mitigation.
Open AccessMultiple-Criteria Decision-Making for Assessing the Enhanced Geothermal Systems
This paper presents the main features of a multiple-criteria decision-making tool for economic and environmental assessment of enhanced geothermal systems projects. The presented holistic approach takes into account important influencing factors such as technical specifications, geological characteristics, spatial data, energy and heat prices, and social and environmental impact. The multiple-criteria decision-making approach uses a weighted decision matrix for evaluating different enhanced geothermal systems alternatives based on a set of criterions which are defined and presented in this paper. The paper, defines and quantifies new criterions for assessing enhanced geothermal systems for a particular site. For evaluation of the relative importance of each criterion in decision making, the weight is associated with each of the listed criterions. The different scenarios of end-use applications are tested in the case study. Finally, in the case study, the data and statistics are collected from real geothermal plants. The case study provides results for several scenarios and the sensitivity analysis based on which the approach is validated. The proposed method is expected to be of great interest to investors and decision makers as it enables better risk mitigation.
- 1 January 2018
- Published by Institution of Engineering and Technology (IET)
- p. 37 (6 pp.)
Economic and environmental assessment of enhanced geothermal systems integration into energy systems: decision-making support tool for optimal usage of geothermal energy
This paper presents the main characteristics of a decision-making support tool for economic and environmental assessment of enhanced geothermal systems given a particular site. The tool examines the enhanced geothermal systems projects in a holistic way considering: technology details, geothermal site characteristics, energy prices, and spatial data, social impact, and environmental impact. The tool developed under this research will be capable to 1) calculate system levelized cost of electricity for particular technology using forecasted data over the lifecycle of the technology and 2) choose the best enhanced geothermal system technology for a given site. The decisions of the tool will be obtained by a multiple-criteria decisionmaking analysis where the performance of a technology is assessed on credible criteria.
- 1 January 2018
- Published by Institution of Engineering and Technology (IET)
- p. 37 (6 pp.)
Economic and environmental assessment of enhanced geothermal systems integration into energy systems: decision-making support tool for optimal usage of geothermal energy
This paper presents the main characteristics of a decision-making support tool for economic and environmental assessment of enhanced geothermal systems given a particular site. The tool examines the enhanced geothermal systems projects in a holistic way considering: technology details, geothermal site characteristics, energy prices, and spatial data, social impact, and environmental impact. The tool developed under this research will be capable to 1) calculate system levelized cost of electricity for particular technology using forecasted data over the lifecycle of the technology and 2) choose the best enhanced geothermal system technology for a given site. The decisions of the tool will be obtained by a multiple-criteria decisionmaking analysis where the performance of a technology is assessed on credible criteria.
- 1 January 2018
- Published by Institution of Engineering and Technology (IET)
- p. 40 (6 pp.)
Overview of techno-economic issues of enhanced geothermal systems implementation and integration
Nowadays, besides the conventional electricity generation, it is necessary to get new renewable sources which would be economically and ecologically profitable in the long-term. Along with wind and solar energy, tides, waves etc. it is worth noting that geothermal energy could be in use as well, especially when enhanced geothermal systems are used. Enhanced geothermal systems are artificially made reservoirs while injecting a fluid to make fractures and energy extraction. Some techno-economic issues arise when these enhanced systems are implemented at the particular site (technical, economic, environmental, legal and social impact) and integrated into the heat and electricity grid. This paper gives a short overview of these issues that should be accounted for in the long-term techno-economic modelling. This overview is the first step, necessary for the implementation of specific parameters that will be used later for in-depth techno-economic analysis of enhanced geothermal systems long-term performance.
- 1 January 2018
- Published by Institution of Engineering and Technology (IET)
- p. 40 (6 pp.)
Overview of techno-economic issues of enhanced geothermal systems implementation and integration
Nowadays, besides the conventional electricity generation, it is necessary to get new renewable sources which would be economically and ecologically profitable in the long-term. Along with wind and solar energy, tides, waves etc. it is worth noting that geothermal energy could be in use as well, especially when enhanced geothermal systems are used. Enhanced geothermal systems are artificially made reservoirs while injecting a fluid to make fractures and energy extraction. Some techno-economic issues arise when these enhanced systems are implemented at the particular site (technical, economic, environmental, legal and social impact) and integrated into the heat and electricity grid. This paper gives a short overview of these issues that should be accounted for in the long-term techno-economic modelling. This overview is the first step, necessary for the implementation of specific parameters that will be used later for in-depth techno-economic analysis of enhanced geothermal systems long-term performance.