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Experimental proof of a model-based real-time control of adsorption chillers

Author

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  • Palomba, Valeria
  • Bonanno, Antonino
  • Brunaccini, Giovanni
  • Costa, Fabio
  • La Rosa, Davide
  • Frazzica, Andrea

Abstract

Adsorption chillers have been considered for waste heat utilization in both stationary and mobile applications, e.g. using waste heat from data centers and from internal combustion engines. Several efforts were made to improve the performance of such systems, mostly in terms of materials and components. However, a proper control strategy, adaptable to operating conditions that are continuously varying is paramount for the market development of adsorption chillers and heat pumps. The present work demonstrates the possibility of using a model-based control strategy that can be easily implemented in the standard PLCs of the chillers, without the need of expensive hardware. To this aim, an adsorption chiller prototype with nominal cooling power of 6 kW was tested and a simulation model was realized in Modelica/Dymola, which was then used for running several simulations and deriving an optimal “map of set-points”. The beneficial effect of using the modified set-points for cycle time and flow rates was then proved experimentally by means of dedicated tests carried out with the optimal parameters. Results highlighted that there is always an improvement compared to the original conditions in the range of 6 %–31 % for the cooling power and, for the COP, is in the range 3 %–11 %.

Suggested Citation

  • Palomba, Valeria & Bonanno, Antonino & Brunaccini, Giovanni & Costa, Fabio & La Rosa, Davide & Frazzica, Andrea, 2025. "Experimental proof of a model-based real-time control of adsorption chillers," Energy, Elsevier, vol. 328(C).
  • Handle: RePEc:eee:energy:v:328:y:2025:i:c:s0360544225022637
    DOI: 10.1016/j.energy.2025.136621
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    References listed on IDEAS

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    1. Sapienza, Alessio & Palomba, Valeria & Gullì, Giuseppe & Frazzica, Andrea & Vasta, Salvatore, 2017. "A new management strategy based on the reallocation of ads-/desorption times: Experimental operation of a full-scale 3 beds adsorption chiller," Applied Energy, Elsevier, vol. 205(C), pages 1081-1090.
    2. Shmroukh, Ahmed N. & Ali, Ahmed Hamza H. & Ookawara, Shinichi, 2015. "Adsorption working pairs for adsorption cooling chillers: A review based on adsorption capacity and environmental impact," Renewable and Sustainable Energy Reviews, Elsevier, vol. 50(C), pages 445-456.
    3. Jee-Heon Kim & Nam-Chul Seong & Wonchang Choi, 2020. "Forecasting the Energy Consumption of an Actual Air Handling Unit and Absorption Chiller Using ANN Models," Energies, MDPI, vol. 13(17), pages 1-12, August.
    4. Mikhaeil, Makram & Gaderer, Matthias & Dawoud, Belal, 2020. "On the development of an innovative adsorber plate heat exchanger for adsorption heat transformation processes; an experimental and numerical study," Energy, Elsevier, vol. 207(C).
    5. Ahmed M. Nassef & Mohammad Ali Abdelkareem & Hussein M. Maghrabie & Ahmad Baroutaji, 2023. "Review of Metaheuristic Optimization Algorithms for Power Systems Problems," Sustainability, MDPI, vol. 15(12), pages 1-27, June.
    6. Gibelhaus, Andrej & Tangkrachang, Thanaphum & Bau, Uwe & Seiler, Jan & Bardow, André, 2019. "Integrated design and control of full sorption chiller systems," Energy, Elsevier, vol. 185(C), pages 409-422.
    7. Lazrak, Amine & Boudehenn, François & Bonnot, Sylvain & Fraisse, Gilles & Leconte, Antoine & Papillon, Philippe & Souyri, Bernard, 2016. "Development of a dynamic artificial neural network model of an absorption chiller and its experimental validation," Renewable Energy, Elsevier, vol. 86(C), pages 1009-1022.
    8. Wojciech Kalawa & Karol Sztekler & Agata Mlonka-Mędrala & Ewelina Radomska & Wojciech Nowak & Łukasz Mika & Tomasz Bujok & Piotr Boruta, 2023. "Simulation Analysis of Mechanical Fluidized Bed in Adsorption Chillers," Energies, MDPI, vol. 16(15), pages 1-22, August.
    9. Maciej Chorowski & Piotr Pyrka & Zbigniew Rogala & Piotr Czupryński, 2019. "Experimental Study of Performance Improvement of 3-Bed and 2-Evaporator Adsorption Chiller by Control Optimization," Energies, MDPI, vol. 12(20), pages 1-17, October.
    10. Palomba, Valeria & Dino, Giuseppe E. & Frazzica, Andrea, 2020. "Coupling sorption and compression chillers in hybrid cascade layout for efficient exploitation of renewables: Sizing, design and optimization," Renewable Energy, Elsevier, vol. 154(C), pages 11-28.
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