PARETO Training Workshop: Optimized Decision-Making for Produced Water Networks

Variables 3 Parameters 4 PARETO 101: How Can an Optimization Model be Used?8 Optimization models don't just predict what could happen, they make recommendations about what should be done to improve objective(s). The mathematical optimization model is implemented as software This software is used as follows:1.The user provides input data. Typical data include network components and connections, costs, forecasts, etc. The software builds an optimization model. The process is fully automated, but users can (de)activate constraints. The software runs an optimization algorithm. PARETO leverages the Pyomo package as an interface to advanced solvers. The numerical algorithm finds the mathematically proven best possible solution.4. The software returns specific recommendations. PARETO provides tools to study/visualize/analyze the precise results.

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Published
2024-09-09
DOI
https://doi.org/10.2172/2448084
Primary Topic
Water Systems and Optimization
Type
article
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article

PARETO Training Workshop: Optimized Decision-Making for Produced Water Networks

Elmira Shamlou, Miguel Zamarripa, Markus Drouven, Philip Tominac et al.
Water Systems and Optimization
article

PARETO Training Workshop: Optimized Decision-Making for Produced Water Networks

Elmira Shamlou, Miguel Zamarripa, Markus Drouven, Philip Tominac, Travis Arnold, Sang-Bum Lee
article en

Abstract

Variables 3 Parameters 4 PARETO 101: How Can an Optimization Model be Used?8 Optimization models don't just predict what could happen, they make recommendations about what should be done to improve objective(s). The mathematical optimization model is implemented as software This software is used as follows:1.The user provides input data. Typical data include network components and connections, costs, forecasts, etc. The software builds an optimization model. The process is fully automated, but users can (de)activate constraints. The software runs an optimization algorithm. PARETO leverages the Pyomo package as an interface to advanced solvers. The numerical algorithm finds the mathematically proven best possible solution.4. The software returns specific recommendations. PARETO provides tools to study/visualize/analyze the precise results.

National Energy Technology Laboratory (US)
Clean water and sanitation
Openalex Percentile: Top 81%
Water Systems and Optimization
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PARETO Training Workshop: Optimized Decision-Making for Produced Water Networks — Elmira Shamlou, Miguel Zamarripa, et al. · (2024) | TGRS Research Map | TGRS