Author
Listed:
- Naikosou, Marcelino Freitas
(Department of Petroleum Engineering, Faculty of Mining and Petroleum Engineering, Bandung Institute of Technology, Bandung, Indonesia; & Energy Economics Laboratory, Faculty of Mining and Petroleum Engineering, Bandung Institute of Technology, Bandung, Indonesia,)
- Adityawarman, Adityawarman
(Department of Petroleum Engineering, Faculty of Mining and Petroleum Engineering, Bandung Institute of Technology, Bandung, Indonesia; & Energy Economics Laboratory, Faculty of Mining and Petroleum Engineering, Bandung Institute of Technology, Bandung, Indonesia,)
- Guterres, Mario Viana
(Department of Petroleum Engineering, Faculty of Mining and Petroleum Engineering, Bandung Institute of Technology, Bandung, Indonesia; & Energy Economics Laboratory, Faculty of Mining and Petroleum Engineering, Bandung Institute of Technology, Bandung, Indonesia,)
- Mota, Teodoro Marcos
(Department of Petroleum Engineering, Faculty of Mining and Petroleum Engineering, Bandung Institute of Technology, Bandung, Indonesia; & Energy Economics Laboratory, Faculty of Mining and Petroleum Engineering, Bandung Institute of Technology, Bandung, Indonesia,)
- Samawi, Nabil Visi
(Department of Petroleum Engineering, Faculty of Mining and Petroleum Engineering, Bandung Institute of Technology, Bandung, Indonesia; & Energy Economics Laboratory, Faculty of Mining and Petroleum Engineering, Bandung Institute of Technology, Bandung, Indonesia,)
- Ariadji, Tutuka
(Department of Petroleum Engineering, Faculty of Mining and Petroleum Engineering, Bandung Institute of Technology, Bandung, Indonesia,)
- Siagian, Utjok W. R.
(Department of Petroleum Engineering, Faculty of Mining and Petroleum Engineering, Bandung Institute of Technology, Bandung, Indonesia; & Center for Research on Energy Policy, Bandung Institute of Technology, Bandung, Indonesia,)
- Gunawan, Agus Yodi
(Faculty of Mathematics and Natural Sciences, Bandung Institute of Technology, Bandung, Indonesia,)
- Prenata, Danang Hayu
(Faculty of Economics and Business, Universitas Trisakti, Jakarta, Indonesia.)
- Saldanha, Estanislau de Sousa
(Graduate School, MBA Program, Dili Institute of Technology (DIT), Timor-Leste)
Abstract
This study combines a systematic review (in accordance with PRISMA) and bibliometric mapping (VOSviewer & Bibliometrix) to explain how upstream gas portfolio decisions are optimized when fiscal rules limit annual cash flow. The Scopus 2005-2025 corpus of Title-Abstract-Keywords searches (1,149 records) confirm two pillars of the method: stochastic/robust optimization for portfolio sequencing and real options for flexibility in investment time and scale. Trend analysis, intellectual networks, and keyword evolution show the dominance of analytical-decision and reservoir planning themes; conversely, fiscal overlays such as withdrawal caps, cash-flow/budget constraints are still rarely formalized in mainstream models. The SLR synthesis shows that explicitly coding multi-period liquidity constraints materially changes project selection, sequencing, peak cash, and break-even timing compared to the baseline without constraints. The policy implication is a shift from hard caps to multi-period designed caps (with liquidity floors and countercyclical elements) integrated directly into the optimization framework. To balance value and fiscal stability, we recommend a gas-centric and modular portfolio that pairs ENPV with downside risk control objectives (e.g., CVaR/peak cash minimization). The main contribution of this study is to map fiscal gaps in the optimization literature and propose a research direction towards an integrated stochastic-real options framework with an overlay of fiscal rules that enables policy frontier reporting (value vs. stability).
Suggested Citation
Naikosou, Marcelino Freitas & Adityawarman, Adityawarman & Guterres, Mario Viana & Mota, Teodoro Marcos & Samawi, Nabil Visi & Ariadji, Tutuka & Siagian, Utjok W. R. & Gunawan, Agus Yodi & Prenata, Da, 2026.
"Upstream Gas Portfolio Optimization under Fiscal Rules and Uncertainty: A Systematic Review and Bibliometric Mapping,"
International Journal of Energy Economics and Policy, Econjournals, vol. 16(2), pages 914-924, January.
Handle:
RePEc:eco:journ2:v:16:y:2026:i:2:id:22235
DOI: 10.32479/ijeep.22235
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