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Search: WFRF:(Milan Valentina) > (2023)

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1.
  • Zlatkovikj, Milan, et al. (author)
  • Influence of fuel properties on the performance of the feed forward model predictive control (FF MPC) for biomass boilers
  • 2023
  • In: Energy Proceedings. - : Scanditale AB. - 2004-2965. ; 32, s. 1-6
  • Journal article (peer-reviewed)abstract
    • The growing share of renewable energy sources drives the need for increased flexibility in the energy systems. The flexibility provision from thermal plants is limited by the boiler’s thermal inertia as a bottleneck. Advanced controllers, such as model predictive control (MPC), have been identified as potential flexibility enablers. Fuel properties are crucial input for controllers. This work investigated the feasibility of using the properties obtained online by using near infrared spectroscopy based soft sensor to further improve the control performance. The performance of the existing proportional integral (PI) controller is compared with those of 2 feed forward (FF) MPC controllers. Both FF MPCs have significant improvement compared to PI controller and the FF MPC based on the full elemental composition shows the best performance due to more complete fuel information. There is a potential for revenues improvement with advanced control up to 1050 euros for one operation day.
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2.
  • Zlatkovikj, Milan, et al. (author)
  • Influence of the transient operation of a large-scale thermal energy storage system on the flexibility provided by CHP plants
  • 2023
  • In: e-Prime - Advances in Electrical Engineering, Electronics and Energy. - : Elsevier Ltd. - 2772-6711. ; 4
  • Journal article (peer-reviewed)abstract
    • Among many technical options to improve the flexibility in combined heat and power (CHP) plants, thermal energy storage (TES) has attracted the most attention with its high applicability and benefit. Previous studies normally adopted a simplified approach for modelling a TES system, which assumes the optimized charged or discharged rate of heat can always be realized within the rated capacity. However, this may yield unfeasible results as the charging and discharging rates are dependent on the dynamic status of a TES, such as the state of charge (SOC) and water temperature, and the water flowrate for charging and discharging. In order to consider the transient operation of a TES, a 1D dynamic model was developed and validated against measured data from a real CHP plant. To analyze the dynamic performance of a TES, two key performance indicators (KPI), the maximum charging/discharging rate (C/D-ratemax) and the constant maximum charging/discharging rate that can be maintained constantly for one hour (CC/CD-ratemax) were employed. By doing simulations, it has been found that the CC/CD-ratemax was lower than the C/D-ratemax for most given SOCs of the studied TES. The developed model was also used to examine the optimized operation of a TES for providing flexibility. Some unfeasible results have been identified, as the optimized hourly charging/discharging rates were constrained by the CC/CD-ratemax. Therefore, it is of great importance to integrate a detailed dynamic model when optimizing the dispatch of electricity and heat for a CHP plant. 
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  • Result 1-2 of 2
Type of publication
journal article (2)
Type of content
peer-reviewed (2)
Author/Editor
Zaccaria, Valentina, ... (2)
Li, Hailong, 1976- (2)
Zlatkovikj, Milan (2)
University
Mälardalen University (2)
Language
English (2)
Research subject (UKÄ/SCB)
Engineering and Technology (2)
Year

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