Multiparameter design optimisation of a mud-based natural draft biomass cookstove using response surface methodology and desirability function
This work focuses on the design and development of an improved mud cookstove by optimizing 5 key design parameters: primary air area ratio, secondary air inlet area, L/D ratio, pot gap and grate height, and understanding their effect on the performance. Multiple field-scale prototypes were fabricated at various combinations of design parameters and tested for responses: thermal efficiency, CO and PM<sub>2.5</sub> emissions per MJ of energy delivered to the cooking pot. The results of the responses were then modelled using the RSM (Response Surface Methodology) technique to fit second-order quadratic models for predicting cookstove performance. Results showed that the improved mud cookstove can achieve Tier-3 performance for thermal efficiency and Tier-4 and Tier-5 performance for PM<sub>2.5</sub> and CO, respectively. The RSM models were then used with a desirability function for robust parameter optimization under different model weights to maximize efficiency and minimize emissions, which resulted in the range of responses for cookstove performance, i.e., η = 26.21-33.08%, CO = 1.72-2.59 g/MJ<sub>d</sub> and PM = 95-252 mg/MJ<sub>d</sub> obtained at different factor levels. Conformity trials for validating the modelled results showed < 16% average error, suggesting that fractional factorial design, RSM, and desirability functions are useful tools optimizing the performance of a biomass cookstove.
Authors
- Roshan Wathore (ORCID: https://orcid.org/0000-0002-9038-9149)
- Hemant Bherwani (ORCID: https://orcid.org/0000-0002-0043-2589)
- Ashwinkumar S. Dhoble (ORCID: https://orcid.org/0000-0003-3879-8006)
- Rajat Hedaoo
- Nitin Labhasetwar
- Ankit Gupta
Institutions
- Visvesvaraya National Institute of Technology (IN)
- National Environmental Engineering Research Institute (IN)
- Academy of Scientific and Innovative Research (IN)
Publication Details
- Journal
- Scientific Reports
- Published
- 2026-01-06
- DOI
- https://doi.org/10.1038/s41598-025-29684-x
- Primary Topic
- Energy and Environment Impacts
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- Council of Scientific and Industrial Research, India
- National Environmental Engineering Research Institute
- Academy of Scientific and Innovative Research