Entropy and Efficiency: A Narrative Review of Thermodynamics in Complex Systems

Authors

  • Reza Ruhbani Amarulloh Universitas Islam Negeri Syarif Hidayatullah Jakarta

Keywords:

Thermodynamics, Open Systems, Entropy, Energy Efficiency, Policy Reform, Interdisciplinary Innovation, Complex Systems

Abstract

Thermodynamics in open and complex systems is an increasingly relevant field, offering valuable insights into energy flow, entropy, and sustainability. This study aims to explore how thermodynamic principles apply in non-equilibrium and dynamic environments, where classical assumptions often fall short. Using a structured narrative review approach, the research collected peer-reviewed literature from Scopus, PubMed, and Google Scholar, employing keyword-based Boolean searches focused on "thermodynamics," "open systems," and "entropy." Studies were selected based on rigorous inclusion criteria emphasizing methodological transparency and empirical relevance. The findings reveal that classical thermodynamics remains a useful foundation but requires significant extension to address non-linear behaviors and adaptive system dynamics. Notable studies have demonstrated that entropy in complex systems can drive organization, contradicting traditional interpretations. The review also identified major barriers to implementation, such as bureaucratic rigidity, fragmented policies, and a lack of public energy literacy. These systemic obstacles hinder the adoption of efficient energy technologies, particularly in developing regions. Proposed solutions include policy reform, interdisciplinary collaboration, and data-driven energy management tools. ICT integration and predictive modeling are highlighted as powerful enablers for translating theory into practice. This review underscores the urgency of educational and institutional reform to accelerate the application of thermodynamic insights. By aligning scientific advances with socio-political frameworks, the potential of thermodynamics to drive sustainable innovation can be fully realized.

References

Belov, G., & Aristova, N. (2023). Calculation of complex chemical equilibrium using optimization package ipopt. International Journal of Thermodynamics, 26(4), 77–83. https://doi.org/10.5541/ijot.1317496

Campos, R., Santos, R. P. D., & Oliveira, J. (2025). Solutions and trends of recommendation systems for massive open online courses. Technological Forecasting and Social Change, 217. https://doi.org/10.1016/j.techfore.2025.124118

Cattiaux, D., Golokolenov, I., Kumar, S., Sillanpää, M., Lépinay, L., Gazizulin, R., & Collin, E. (2021). A macroscopic object passively cooled into its quantum ground state of motion beyond single-mode cooling. Nature Communications, 12(1). https://doi.org/10.1038/s41467-021-26457-8

Coyle, D., & Tsui, A. B. M. (2025). Holistic perspectives on complexities and implications of translanguaging in multilingual contexts: A commentary. Learning and Instruction, 98. https://doi.org/10.1016/j.learninstruc.2025.102133

Delattre, H., Chen, J., Wade, M., & Soyer, O. (2020). Thermodynamic modelling of synthetic communities predicts minimum free energy requirements for sulfate reduction and methanogenesis. Journal of the Royal Society Interface, 17(166), 20200053. https://doi.org/10.1098/rsif.2020.0053

Dong, X., & Xie, Y. (2025). Research on cloud computing network security mechanism and optimization in university education management informatization based on OpenFlow. Systems and Soft Computing, 7. https://doi.org/10.1016/j.sasc.2025.200225

Goyal, A., Flamholz, A., Petroff, A., & Murugan, A. (2023). Closed ecosystems extract energy through self-organized nutrient cycles. Proceedings of the National Academy of Sciences, 120(52). https://doi.org/10.1073/pnas.2309387120

Großkopf, T., & Soyer, O. (2014). Synthetic microbial communities. Current Opinion in Microbiology, 18, 72–77. https://doi.org/10.1016/j.mib.2014.02.002

Hofmann, M., Witte, F., Fritz, M., Freißmann, J., Tuschy, I., & Tsatsaronis, G. (2023). Free and open-source teaching: understanding exergy using thermal engineering systems in python (tespy. https://doi.org/10.52202/069564-0019

Jennings, R., Belgio, E., & Zucchelli, G. (2021). Equilibrium thermodynamics and the genesis of protein–protein complexes in cells. Rendiconti Lincei, 32(3), 417–426. https://doi.org/10.1007/s12210-021-01004-1

Ledesma–Durán, A., & Santamaría-Holek, I. (2022). Energy and entropy in open and irreversible chemical reaction–diffusion systems with asymptotic stability. Journal of Non-Equilibrium Thermodynamics, 47(3), 311–328. https://doi.org/10.1515/jnet-2022-0001

Lucia, U. (2015a). Bio-engineering thermodynamics: an engineering science for thermodynamics of biosystems. International Journal of Thermodynamics, 18(4), 254. https://doi.org/10.5541/ijot.5000131605

Lucia, U. (2015b). Bioengineering thermodynamics of biological cells. Theoretical Biology and Medical Modelling, 12(1). https://doi.org/10.1186/s12976-015-0024-z

Lucia, U., & Grazzini, G. (2015). The second law today: using maximum-minimum entropy generation. Entropy, 17(11), 7786–7797. https://doi.org/10.3390/e17117786

Marconi, M., Javaloyes, J., Hamel, P., Raineri, F., Levenson, A., & Yacomotti, A. (2018). Far-from-equilibrium route to superthermal light in bimodal nanolasers. Physical Review X, 8(1). https://doi.org/10.1103/physrevx.8.011013

Mejia, E., Sweeney, S., & Zablah, J. E. (2025). Virtual 3D reconstruction of complex congenital cardiac anatomy from 3D rotational angiography. 3D Printing in Medicine, 11(1). https://doi.org/10.1186/s41205-024-00247-6

Nelson, K. (2024). Open problems within nonextensive statistical mechanics. Entropy, 26(2), 118. https://doi.org/10.3390/e26020118

Polese, P., Tolazzi, M., & Melchior, A. (2018). Cest: a flexible tool for calorimetric data analysis. Journal of Thermal Analysis and Calorimetry, 134(2), 1317–1326. https://doi.org/10.1007/s10973-018-7409-2

Ueltzhöffer, K., Costa, L., Cialfi, D., & Friston, K. (2021). A drive towards thermodynamic efficiency for dissipative structures in chemical reaction networks. Entropy, 23(9), 1115. https://doi.org/10.3390/e23091115

Zampieri, M., Hörl, M., Hotz, F., Müller, N., & Sauer, U. (2019). Regulatory mechanisms underlying coordination of amino acid and glucose catabolism in Escherichia coli. Nature Communications, 10(1). https://doi.org/10.1038/s41467-019-11331-5

Downloads

Published

2025-11-12

How to Cite

Amarulloh , R. R. (2025). Entropy and Efficiency: A Narrative Review of Thermodynamics in Complex Systems. IndoPhysics : Jurnal Ilmu Fisika, 1(1), 27–39. Retrieved from https://journal.idscipub.com/index.php/indophysics/article/view/577