Projects per year
Abstract
A new generalised water resource network modelling Python library, Pywr, is presented. Given hydrological inflows, Pywr simulates customisable water allocation and operation rules throughout complex multi-purpose managed water systems at each user-defined time-step. The model uses a low-level interface to existing linear programming solvers for fast priority-based optimisation-driven simulation. The library uses an object based system for users to provide input data and record simulation outputs. A novel multi-scenario simulation method provides an almost 4-fold improvement in model run-times and supports calculating robustness metrics across scenarios. A flexible interface to specify multi-objective optimisation formulations as part of a model's input file is included. These features enable analysts to apply advanced water planning approaches, such as robust decision making and robust optimisation, to real systems. The library is available under the GPLv3 open source licence, includes several examples and a regression test suite.
Original language | English |
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Article number | 104635 |
Journal | Environmental Modelling & Software |
Volume | 126 |
Early online date | 20 Jan 2020 |
DOIs | |
Publication status | Published - 1 Apr 2020 |
Keywords
- Decision making under deep uncertainty
- Multi-reservoir operations
- Network optimisation
- Open source
- Python
- Water resource simulation
Fingerprint
Dive into the research topics of 'A water resource simulator in Python'. Together they form a unique fingerprint.Projects
- 3 Finished
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GCRF: DAMS 2.0: Design and assessment of resilient and sustainable interventions in water-energy-food-environment Mega-Systems
Hulme, D. (PI), Anderson, K. (CoI), Bottacin Busolin, A. (CoI), Dimova, R. (CoI), Foster, T. (CoI), Harou, J. (CoI), Imai, K. (CoI), Larkin, A. (CoI), Lavers, T. (CoI), Mancarella, P. (CoI), Mutale, J. (CoI), Panteli, M. (CoI), Sen, K. (CoI) & Whittington, D. (CoI)
1/10/17 → 31/12/21
Project: Research
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Water Stewardship Portal
Harou, J. (PI), Foster, T. (CoI) & Harris, A. (CoI)
1/05/17 → 30/04/20
Project: Research
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Uncertainty reduction in Models For Understanding deveLopment Applications
Harou, J. (PI)
15/06/15 → 14/12/19
Project: Research
Impacts
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System-scale design of water resource systems improves water security and resilience
Harou, J. (Participant), (Participant), Tomlinson, J. (Participant), (Participant), (Participant), (Participant), (Participant), (Participant) & Pachos, K. (Participant)
Impact: Economic, Policy, Technological