Erfani, T;
Harou, JJ;
(2021)
Adaptive water resource planning using decision-rules.
Advances in Water Resources
, 154
, Article 103961. 10.1016/j.advwatres.2021.103961.
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Abstract
Dealing with uncertainty in water resource planning is problematic because insufficient or underused infrastructure can have social and environmental costs. Multistage stochastic optimisation provides a mechanism to deal with this challenge in water supply capacity expansion planning. However, for real systems it can be mathematically hard and computationally expensive. The ‘Decision-rule’ formulation represents an attempt to remedy this by approximating the multistage problem where decisions at each stage are a function of the uncertainty and the state of the system. We introduce a family of rules to show how they approximate the multistage problem and investigate the implications of the approximation for adaptive water resources planning.
| Type: | Article |
|---|---|
| Title: | Adaptive water resource planning using decision-rules |
| Open access status: | An open access version is available from UCL Discovery |
| DOI: | 10.1016/j.advwatres.2021.103961 |
| Publisher version: | https://doi.org/10.1016/j.advwatres.2021.103961 |
| Language: | English |
| Additional information: | This version is the author accepted manuscript. For information on re-use, please refer to the publisher’s terms and conditions. |
| Keywords: | Decision rule, Adaptive water resource planning, Decision making under uncertainty, Multistage stochastic |
| UCL classification: | UCL UCL > Provost and Vice Provost Offices > UCL BEAMS UCL > Provost and Vice Provost Offices > UCL BEAMS > Faculty of Engineering Science UCL > Provost and Vice Provost Offices > UCL BEAMS > Faculty of Engineering Science > Dept of Civil, Environ and Geomatic Eng |
| URI: | https://discovery.ucl.ac.uk/id/eprint/10140004 |
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