Klavdija Rižnar
Current Organizations / Institutes
The organizations/institutes from the scholar's latest article
Research Subjects
Klavdija Rižnar has a total of 29 co-authors. Here are the top co-authors by number of shared publications:
- Dušan Klinar
Scientific Research Centre Bistra Ptuj, Slovenski trg 6, 2250 Ptuj, Slovenia
6 shared publications - Tim Tetičkovič
Scientific Research Centre Bistra Ptuj, Slovenski trg 6, 2250 Ptuj, Slovenia
3 shared publications - Darja Pečar
Faculty of Chemistry and Chemical Engineering, University of Maribor, Smetanova ulica 17, 2000 Maribor, Slovenia
2 shared publications - Davide Geneletti
University of Trento, Planning for Ecosystem Services and Urban Sustainability Lab, Department of Civil, Environmental and Mechanical Engineering, Trento, Italy
2 shared publications - Diana Reckien
Department of Urban and Regional Planning and Geo-Information Management, Faculty of Geo-Information Science and Earth Observation, University of Twente, Enschede, The Netherlands
2 shared publications - Efrén Feliu
TECNALIA, Basque Research and Technology Alliance (BRTA), Derio, Spain
2 shared publications
Latest Publications
- Top Cited PapersOpen Access
Mechanistic Pathways and Product Selectivity in Pyrolysis of PE, PP and PVC: A Foundation for Applied Chemistry in Europe
Plastic streams dominated by polyethylene (PE) including PE HD/MD (High Density/Medium Density) and PE LD/LLD (Low Density/Linear Low Density), polypropylene (PP), and polyvinyl chloride (PVC) across Europe demand a design framework that links synthesis with end of life reactivity, supporting circular economic goals and European Union waste management targets. This work integrates polymerization derived chain architecture and depolymerization mechanisms to guide selective valorization of commercial plastic wastes in the European context. Catalytic topologies such as Bronsted or Lewis acidity, framework aluminum siting, micro and mesoporosity, initiators, and strategies for process termination are evaluated under relevant variables including temperature, heating rate, vapor residence time, and pressure as encountered in industrial practice throughout Europe. The analysis demonstrates that polymer chain architecture constrains reaction pathways and attainable product profiles, while additives, catalyst residues, and contaminants in real waste streams can shift radical populations and observed selectivity under otherwise similar operating windows. For example, strong Bronsted acidity and shape selective micropores favor the formation of C2 to C4 olefins and Benzene, Toluene, and Xylene (BTX) aromatics, while weaker acidity and hierarchical porosity help preserve chain length, resulting in paraffinic oils and waxes. Increasing mesopore content shortens contact times and limits undesired secondary cracking. The use of suitable initiators lowers the energy threshold and broadens processing options, whereas diffusion management and surface passivation help reduce catalyst deactivation. In the case of PVC, continuous hydrogen chloride removal and the use of basic or redox co catalysts or ionic liquids reduce the dehydrochlorination temperature and improve fraction purity. Staged dechlorination followed by subsequent residue cracking is essential to obtain high quality output and prevent the release of harmful by products within European Union approved processes. Framing process design as a sequence that connects chain architecture, degradation chemistry, and operating windows supports mechanistically informed selection of catalysts, severity, and residence time, while recognizing that reported selectivity varies strongly with reactor configuration and feed heterogeneity and that focused comparative studies are required to validate quantitative structure to selectivity links. In European post consumer sorting chains, PS and PC are frequently handled as separate fractions or appear in residues with distinct processing routes, therefore they are not included in the polymer set analyzed here. Polystyrene and polycarbonate are outside the scope of this review because they are commonly handled as separate fractions and are typically optimized toward different product slates than the gas, oil, and wax focused pathways emphasized here.
Top Cited PapersOpen AccessMechanistic Pathways and Product Selectivity in Pyrolysis of PE, PP and PVC: A Foundation for Applied Chemistry in Europe
Plastic streams dominated by polyethylene (PE) including PE HD/MD (High Density/Medium Density) and PE LD/LLD (Low Density/Linear Low Density), polypropylene (PP), and polyvinyl chloride (PVC) across Europe demand a design framework that links synthesis with end of life reactivity, supporting circular economic goals and European Union waste management targets. This work integrates polymerization derived chain architecture and depolymerization mechanisms to guide selective valorization of commercial plastic wastes in the European context. Catalytic topologies such as Bronsted or Lewis acidity, framework aluminum siting, micro and mesoporosity, initiators, and strategies for process termination are evaluated under relevant variables including temperature, heating rate, vapor residence time, and pressure as encountered in industrial practice throughout Europe. The analysis demonstrates that polymer chain architecture constrains reaction pathways and attainable product profiles, while additives, catalyst residues, and contaminants in real waste streams can shift radical populations and observed selectivity under otherwise similar operating windows. For example, strong Bronsted acidity and shape selective micropores favor the formation of C2 to C4 olefins and Benzene, Toluene, and Xylene (BTX) aromatics, while weaker acidity and hierarchical porosity help preserve chain length, resulting in paraffinic oils and waxes. Increasing mesopore content shortens contact times and limits undesired secondary cracking. The use of suitable initiators lowers the energy threshold and broadens processing options, whereas diffusion management and surface passivation help reduce catalyst deactivation. In the case of PVC, continuous hydrogen chloride removal and the use of basic or redox co catalysts or ionic liquids reduce the dehydrochlorination temperature and improve fraction purity. Staged dechlorination followed by subsequent residue cracking is essential to obtain high quality output and prevent the release of harmful by products within European Union approved processes. Framing process design as a sequence that connects chain architecture, degradation chemistry, and operating windows supports mechanistically informed selection of catalysts, severity, and residence time, while recognizing that reported selectivity varies strongly with reactor configuration and feed heterogeneity and that focused comparative studies are required to validate quantitative structure to selectivity links. In European post consumer sorting chains, PS and PC are frequently handled as separate fractions or appear in residues with distinct processing routes, therefore they are not included in the polymer set analyzed here. Polystyrene and polycarbonate are outside the scope of this review because they are commonly handled as separate fractions and are typically optimized toward different product slates than the gas, oil, and wax focused pathways emphasized here.
- Open Access
- 14 October 2025
- Published by MDPI AG in Preprints.org
From Polymerization to Pyrolysis: Mechanistic Pathways and Product Selectivity in Polyolefins and PVC in New Perspective
Plastics streams dominated by polyolefins and PVC demand a design framework that links synthesis to end-of-life reactivity. This work integrates polymerization-derived microstructure with depolymerization mechanisms to guide selective valorization. We synthesize mechanistic and kinetic evidence connecting coordination and radical polymerization (linear HDPE, branched LDPE, stereoregular PP; PVC with backbone C–Cl) to degradation pathways, and evaluate catalytic topologies (Brønsted/Lewis acidity, framework Al siting, micro/mesoporosity), initiators, and termination/quench strategies under relevant process variables (temperature, heating rate, vapor residence time, pressure). The analysis shows that microstructure prescribes reaction manifolds and attainable product slates: strong Brønsted acidity and shape-selective micropores favor C₂–C₄ olefins and BTX, whereas weaker acidity and hierarchical porosity preserve chain length to paraffinic oils/waxes; mesopore enrichment shortens contact times and suppresses secondary cracking; initiators lower onset energies and expand operability; diffusion management and surface passivation mitigate deactivation. For PVC, continuous HCl removal and basic/redox co-catalysts or ionic liquids lower dehydrochlorination temperatures and yield cleaner fractions, making staged dechlorination followed by residue cracking essential. Framing process design as “polymerization → structure → depolymerization” enables predictive yield targeting and energy-lean operation across mixed wastes, providing actionable guidance on catalyst selection, severity and residence-time control, regeneration, and integrated halogen management.
- 14 October 2025
- Published by MDPI AG in Preprints.org
Open AccessFrom Polymerization to Pyrolysis: Mechanistic Pathways and Product Selectivity in Polyolefins and PVC in New Perspective
Plastics streams dominated by polyolefins and PVC demand a design framework that links synthesis to end-of-life reactivity. This work integrates polymerization-derived microstructure with depolymerization mechanisms to guide selective valorization. We synthesize mechanistic and kinetic evidence connecting coordination and radical polymerization (linear HDPE, branched LDPE, stereoregular PP; PVC with backbone C–Cl) to degradation pathways, and evaluate catalytic topologies (Brønsted/Lewis acidity, framework Al siting, micro/mesoporosity), initiators, and termination/quench strategies under relevant process variables (temperature, heating rate, vapor residence time, pressure). The analysis shows that microstructure prescribes reaction manifolds and attainable product slates: strong Brønsted acidity and shape-selective micropores favor C₂–C₄ olefins and BTX, whereas weaker acidity and hierarchical porosity preserve chain length to paraffinic oils/waxes; mesopore enrichment shortens contact times and suppresses secondary cracking; initiators lower onset energies and expand operability; diffusion management and surface passivation mitigate deactivation. For PVC, continuous HCl removal and basic/redox co-catalysts or ionic liquids lower dehydrochlorination temperatures and yield cleaner fractions, making staged dechlorination followed by residue cracking essential. Framing process design as “polymerization → structure → depolymerization” enables predictive yield targeting and energy-lean operation across mixed wastes, providing actionable guidance on catalyst selection, severity and residence-time control, regeneration, and integrated halogen management.
- Open Access
- 3 March 2025
- Published by University of Maribor
- p. 141-150
Sewage Sludge Drying and Heating Valorization
This study explores a sustainable method for converting sewage sludge with 80% water content into reusable biochar through drying and pyrolysis. The drying phase reduces water content to 12-15% using energy from pyrolysis-produced biochar, minimizing external energy requirements. Pyrolysis decomposes organic materials, producing biochar, gases, and oils, which are burned for energy recovery. The biochar can be reused up to eight times, enhancing resource efficiency and sustainability. Heat generated during both drying and pyrolysis is recycled within the system, further improving energy efficiency. The process demonstrates an innovative, closed-loop approach to waste management, minimizing waste and maximizing energy recovery, with significant potential for industrial applications.
- 3 March 2025
- Published by University of Maribor
- p. 141-150
Open AccessSewage Sludge Drying and Heating Valorization
This study explores a sustainable method for converting sewage sludge with 80% water content into reusable biochar through drying and pyrolysis. The drying phase reduces water content to 12-15% using energy from pyrolysis-produced biochar, minimizing external energy requirements. Pyrolysis decomposes organic materials, producing biochar, gases, and oils, which are burned for energy recovery. The biochar can be reused up to eight times, enhancing resource efficiency and sustainability. Heat generated during both drying and pyrolysis is recycled within the system, further improving energy efficiency. The process demonstrates an innovative, closed-loop approach to waste management, minimizing waste and maximizing energy recovery, with significant potential for industrial applications.
- Open Access
- 11 April 2024
- Published by Springer Nature in Regional Environmental Change
- Vol. 24 (2) , 1-16
European patterns of local adaptation planning—a regional analysis
While European regions face a range of different climate hazards, little is known about how these differences affect local climate adaptation planning. We present an analytical framework for evaluating local climate adaptation plans (LCAPs) and apply it to 327 cities in 28 countries across different European regions. To do this, we use statistical methods to identify regional clusters based on overall plan quality, impacts, vulnerable population groups, and sectors addressed by LCAPs. By comparing both geographic and statistical clusters, we found (1) significant spatial heterogeneity across European cities but (2) higher average plan quality scores and more consistent strategies across cities in Central and Eastern Europe. Notably, we found no regional differences regarding (a) the climate impacts and vulnerable communities identified in plans: (b) the most commonly addressed impacts, which were urban temperature and changing precipitation patterns; and (c) the residents that cities identified as most vulnerable, namely older people, women, infants, and the sick. Our study provides a spatial analysis of European LCAPs to uncover regional policy perspectives on local climate adaptation issues. Such approaches can effectively inform broader EU, national and regional strategies that aim to support local adaptation planning in a context of multi-level governance.
- 11 April 2024
- Published by Springer Nature in Regional Environmental Change
- Vol. 24 (2) , 1-16
Open AccessEuropean patterns of local adaptation planning—a regional analysis
While European regions face a range of different climate hazards, little is known about how these differences affect local climate adaptation planning. We present an analytical framework for evaluating local climate adaptation plans (LCAPs) and apply it to 327 cities in 28 countries across different European regions. To do this, we use statistical methods to identify regional clusters based on overall plan quality, impacts, vulnerable population groups, and sectors addressed by LCAPs. By comparing both geographic and statistical clusters, we found (1) significant spatial heterogeneity across European cities but (2) higher average plan quality scores and more consistent strategies across cities in Central and Eastern Europe. Notably, we found no regional differences regarding (a) the climate impacts and vulnerable communities identified in plans: (b) the most commonly addressed impacts, which were urban temperature and changing precipitation patterns; and (c) the residents that cities identified as most vulnerable, namely older people, women, infants, and the sick. Our study provides a spatial analysis of European LCAPs to uncover regional policy perspectives on local climate adaptation issues. Such approaches can effectively inform broader EU, national and regional strategies that aim to support local adaptation planning in a context of multi-level governance.
- Open Access
Analyzing and Modeling the Municipal Sewage Sludge Drying Process Using Python
The programming language Python offers the opportunity to analyze and model the municipal sewage sludge (MSS) drying process in an illustrative chemical engineering practice. The drying process is performed on a flat plate while maintaining a uniform, parallel drying air speed. The Python program helps to analyze the digitalized weight measurements from each sample. The program enables the sorting of input data, determination of the drying critical point, and evaluation of the first and second drying periods. Moreover, the model calculates the fundamental drying parameter and forms a drying master curve to support the transfer to different drying conditions. The basic parameters calculated are mass transfer coefficient, heat transfer coefficient, and diffusion coefficient. The results are consistent with published data for those coefficients over the drying temperature range of 19.4–52.4 °C and relative humidity range of 8.2–33.6%. The findings of this study demonstrate the potential of Python as a powerful tool for analyzing experimental data and modeling chemical processes, which can lead to improved process design, optimization, and control.
Open AccessAnalyzing and Modeling the Municipal Sewage Sludge Drying Process Using Python
The programming language Python offers the opportunity to analyze and model the municipal sewage sludge (MSS) drying process in an illustrative chemical engineering practice. The drying process is performed on a flat plate while maintaining a uniform, parallel drying air speed. The Python program helps to analyze the digitalized weight measurements from each sample. The program enables the sorting of input data, determination of the drying critical point, and evaluation of the first and second drying periods. Moreover, the model calculates the fundamental drying parameter and forms a drying master curve to support the transfer to different drying conditions. The basic parameters calculated are mass transfer coefficient, heat transfer coefficient, and diffusion coefficient. The results are consistent with published data for those coefficients over the drying temperature range of 19.4–52.4 °C and relative humidity range of 8.2–33.6%. The findings of this study demonstrate the potential of Python as a powerful tool for analyzing experimental data and modeling chemical processes, which can lead to improved process design, optimization, and control.
- Open Access
- 12 October 2023
- Published by MDPI AG in Preprints.org
Using Python to Analyze and Model Chemical Engineering Processes: A Case Study of MSS Drying
This study investigates the use of programming language Python to analyse and model chemical engineering processes. Using municipal sewage sludge (MSS) drying as an example, the study demonstrates how Python can support analyses and model drying data. The drying process was performed on a flat plate while maintaining a uniform, parallel drying air speed of 1.15 m s-1. The Python program helped to analyse the digitalised weight measurements from each sample. The program enables sorting input data, determining the drying critical point and evaluating the first and second drying periods.
- 12 October 2023
- Published by MDPI AG in Preprints.org
Open AccessUsing Python to Analyze and Model Chemical Engineering Processes: A Case Study of MSS Drying
This study investigates the use of programming language Python to analyse and model chemical engineering processes. Using municipal sewage sludge (MSS) drying as an example, the study demonstrates how Python can support analyses and model drying data. The drying process was performed on a flat plate while maintaining a uniform, parallel drying air speed of 1.15 m s-1. The Python program helped to analyse the digitalised weight measurements from each sample. The program enables sorting input data, determining the drying critical point and evaluating the first and second drying periods.
- 1 October 2021
- Published by Elsevier in Journal of Environmental Management
- Vol. 295, 113146
Climate mitigation in the Mediterranean Europe: An assessment of regional and city-level plans
- 1 October 2021
- Published by Elsevier in Journal of Environmental Management
- Vol. 295, 113146
Climate mitigation in the Mediterranean Europe: An assessment of regional and city-level plans
- Open Access
Universal Model for the Cogeneration of Heat, Power and Char in a Decoupled Pyrolysis and Gasification Process for Techno-Economic Assessment
Present work aims to present a complete and detailed heat-mass balance data, streams elemental and species composition as crucial input data for Techno-Economic Assessment (TEA). Combined heat, power and char (CHPC) generation in decoupled pyrolysis and gasification processes ensures a highly efficient, reliable and sustainable economic use of biomass. Innovative process model based on simultaneous heat-mass balance with the elemental (C, H, O) and species (CO, H2, CO2, CH4 and H2O) composition of each stream provides reliable data with a general/average variability in a range of ±10% and ±5% for the main outputs. Thermodynamic calculations verified not only the concept but also a numerical range of the results. Comparisons with recently published, scientific and data from technology providers, prove their general applicability and consistency. TEA cases, presented in a complete and detailed table, allow selection of the relevant calculation basis providing reliable data for doubtless evaluation at investors/entrepreneurs striving for a successful business model.
Open AccessUniversal Model for the Cogeneration of Heat, Power and Char in a Decoupled Pyrolysis and Gasification Process for Techno-Economic Assessment
Present work aims to present a complete and detailed heat-mass balance data, streams elemental and species composition as crucial input data for Techno-Economic Assessment (TEA). Combined heat, power and char (CHPC) generation in decoupled pyrolysis and gasification processes ensures a highly efficient, reliable and sustainable economic use of biomass. Innovative process model based on simultaneous heat-mass balance with the elemental (C, H, O) and species (CO, H2, CO2, CH4 and H2O) composition of each stream provides reliable data with a general/average variability in a range of ±10% and ±5% for the main outputs. Thermodynamic calculations verified not only the concept but also a numerical range of the results. Comparisons with recently published, scientific and data from technology providers, prove their general applicability and consistency. TEA cases, presented in a complete and detailed table, allow selection of the relevant calculation basis providing reliable data for doubtless evaluation at investors/entrepreneurs striving for a successful business model.