Original ArticleIndian Journal of Pharmaceutical Education and ResearchVol. 60 | Issue 4s | 2026 | pp. s1630–s1640Open access
Optimising Metformin Degradation via Hydrodynamic Cavitation: A Comparative Study of Venturi and Orifice Devices Using Response Surface Methodology
- 1,
- 1*
- 1 Department of Chemical Engineering, Dr. Vishwanath Karad MIT World Peace University, Pune, Maharashtra, INDIA.
Published in Indian Journal of Pharmaceutical Education and Research
Correspondence: Ratnadip Rajabhau Joshi
Department of Chemical Engineering, Dr. Vishwanath Karad MIT World Peace University, Pune, Maharashtra, INDIA.
Email: ratnadip.joshi@mitwpu.edu.in
Copyright: © 2026 Manuscript Technomedia. This is an open access article.
- Published:
- Jan 1, 2026
- Received:
- Jan 12, 2026
- Accepted:
- May 26, 2026
How to cite
Dehankar, S. P., & Joshi, R. R. (2026). Optimising Metformin Degradation via Hydrodynamic Cavitation: A Comparative Study of Venturi and Orifice Devices Using Response Surface Methodology. Indian Journal of Pharmaceutical Education and Research, 60(4s), s1630–s1640. https://doi.org/10.5530/ijper.20263968
Abstract
Background: The Hydrodynamic Cavitation (HC) is a promising, energy-saving method to remove micropollutants such as metformin in water. There are however difficulty in optimisation of the performance of HC reactor as the cavitation behaviour is geometry dependant and the operating parameters interact in complex and non-linear ways. Nevertheless, there is still a challenge in optimising reactor performance among various device geometries (Venturi and orifice) because there are intricate interactions amongst operating parameters. Objectives: The objective of this study is to compare and evaluate systematically the degradation performance of Venturi and orifice-type HC devices to remove metformin. It uses the Response Surface Methodology (RSM) to model, optimise and interpret the influence of the essential parameters such as pH, pressure drop, treatment time and device type within experimentally justified operating ranges relevant to pharmaceutical wastewater treatment. Materials and Methods: It conducted 31 experiments according to a Central Composite Design (CCD) structure. The variable of response was the degree of degradation of metformin. Statistical modelling was done in multiple regression, ANOVA and analysis of the interaction effect. The energy yield, cavitation intensity and the cost per gram of TOC removed were also calculated and degradation kinetics were evaluated using a pseudo-first- order kinetic model. Results: The most significant factors (p<0.001) were pH and pressure drop with strong quadratic and interaction effects. The maximum rates of degradation occurred at pH ≈ 4.5 and ΔP ≈ 4.2 bar, with treatment time showing diminishing returns beyond ~50 min. Venturi devices were more efficient in degradation, cavitation yield (mg/J) and kinetic rate constants than orifices achieving approximately 1.8-2.2 times higher degradation under comparable operating conditions. The cost analysis showed that the Venturi system had a lower operating cost of about 25%. There was an insignificant effect of aeration. Conclusion: High-fidelity process optimisation was made possible on both of these devices using RSM. Although Venturi designs are more efficient, the classical HC devices are still suitable in the case of decentralised treatment because of the simple design and cost-effectiveness. The findings demonstrate practical scalability and applicability of HC-based systems for pharmaceutical wastewater treatment. Future directions need to be in hybrid geometries, actual wastewater matrices, and scale-up.
Keywords
Subject
Article metadata
| Title | Optimising Metformin Degradation via Hydrodynamic Cavitation: A Comparative Study of Venturi and Orifice Devices Using Response Surface Methodology |
|---|---|
| Authors | Shital Prashant Dehankar; Ratnadip Rajabhau Joshi |
| Affiliations | Department of Chemical Engineering, Dr. Vishwanath Karad MIT World Peace University, Pune, Maharashtra, INDIA. |
| Corresponding author | ratnadip.joshi@mitwpu.edu.in |
| Journal | Indian Journal of Pharmaceutical Education and Research |
| Volume / Issue | Vol. 60, Issue 4s (2026) |
Also in this issue
- Advancing Breast Cancer: Strategies to Counteract Taxane Resistance in Her2-Positive and Triple-Negative Breast Cancerpp. s1364–s1373
- Natural Products and Cellular Senescence Research: A Scientometric Analysis of Global Trends, Thematic Clusters, and Emerging Frontiers (2016-25)pp. s1374–s1382
- Recent Trends in Chemistry and Pharmacology-Based Research Using Pyrrolidine Scaffolds: An Up-to-Datepp. s1383–s1395
- Indian Journal of Pharmaceutical Education and Research, Vol 60, Issue 4 (Suppl), Oct-Dec, 2026 S1396pp. s1396–s1404
- Formulation and Evaluation of Liquisolid Tablet with Enhanced Dissolution of Ivacaftor by Using Box-Behnken Designpp. s1405–s1415
Readers Also Viewed
Effect of the Fractions of Coccinia grandis on Ethanol- Induced Cerebral Oxidative Stress in Rats
M. Umamaheswari, T. K. Chatterjee
Jan 1, 2009
Phytochemical Screening and Antioxidant Activity Evaluation of Selected Philippine Fruit Peels and Pulps
Mildred Dagcuta Pates, Angelo Mark Po Walag, Romeo M. Del Rosario
Aug 17, 2026
Impact of Artificial Intelligence Assisted Drug Therapy Optimization on Drug Related Problems Amongst Older Adult Patients: A Systematic Review
Jehath Syed, Christy Thomas, Bavneet Kaur
Oct 23, 2026