Optimal planning of grid-connected energy storage and renewable energy sources integration using an improved whale algorithm
Pranda Prasanta Gupta, Deepak Gupta, Kavita Tukaram Patil, Kishor S Wagh, Chanakya Kumar Jha, Pallavi Jha, Akhilesh Kumar Sharma · 2026
Read Optimal planning of grid-connected energy storage and renewable energy sources integration using an improved whale algorithm by Pranda Prasanta Gupta, Deepak Gupta, Kavita Tukaram Patil, Kishor S Wagh, Chanakya Kumar Jha, Pallavi Jha, Akhilesh Kumar Sharma (2026) in the Tower of Babel, a free online library of public-domain works preserved in clean, searchable text. No sign-up. The full text is served as a plain-text file at a predictable URL, where text is present: https://antarctic-labs.com/tower-of-babel/pmc-13478389.txt.
Description
Pranda Prasanta Gupta and six colleagues planned in 2026 wind-storage capacity for high-mountain irrigation pumping using an improved whale algorithm. Wind and solar vary unpredictably, and storage must cover pumping demand without inflating lifetime cost.
Their scenario-free chance model weighed wind, pumping, and storage options, comparing single-battery against hybrid battery-gas storage. The hybrid cut lifetime cost by 5.4 percent, eased battery stress, and kept pumping efficiency. A dependability model for wind generation underpinned the planning. The approach shows clear money and technical gains for renewable irrigation systems.
Catalog record
| CREATOR | Pranda Prasanta Gupta, Deepak Gupta, Kavita Tukaram Patil, Kishor S Wagh, Chanakya Kumar Jha, Pallavi Jha, Akhilesh Kumar Sharma |
|---|---|
| YEAR | 2026 |
| COLLECTION | PAPERS |
| FORMAT | TXT |
| FILE SIZE | 68 KB |
| VERSION | 1.0 |
| LICENSE | CC BY 4.0 |
| RIGHTS | CC BY |
| SOURCE | Europe PMC |