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  1. Article

    Open Access

    Extract nonlinear operating rules of multi-reservoir systems using an efficient optimization method

    Hydropower plants are known as major renewable energy sources, usually used to meet energy demand during peak periods. The performance of hydropower reservoir systems is mainly affected by their operating rule...

    Iman Ahmadianfar, Arvin Samadi-Koucheksaraee, Masoud Asadzadeh in Scientific Reports (2022)

  2. No Access

    Article

    Surface water sodium (Na+) concentration prediction using hybrid weighted exponential regression model with gradient-based optimization

    Undeniably, there is a link between water resources and people’s lives and, consequently, economic development, which makes them vital in health and the environment. Proper water quality forecasting time serie...

    Iman Ahmadianfar in Environmental Science and Pollution Resear… (2022)

  3. Article

    Open Access

    An improved adaptive neuro fuzzy inference system model using conjoined metaheuristic algorithms for electrical conductivity prediction

    Precise prediction of water quality parameters plays a significant role in making an early alert of water pollution and making better decisions for the management of water resources. As one of the influential ...

    Iman Ahmadianfar, Seyedehelham Shirvani-Hosseini, Jianxun He in Scientific Reports (2022)

  4. No Access

    Chapter

    Data Mining Methods for Modeling in Water Science

    One of the most useful research fields with many real-life applications, such as in water science, is the subject of data mining. Data mining (DM) is considered a process to extract valuable data from a wide r...

    Seyedehelham Shirvani-Hosseini in Computational Intelligence for Water and E… (2022)

  5. No Access

    Chapter

    Optimization Algorithms Surpassing Metaphor

    Achieving novel systems with optimal performance has been converted into a critical preoccupation amongst engineers and scientists across a wide range of fields, whereby optimization has played a crucial role ...

    Arvin Samadi-Koucheksaraee in Computational Intelligence for Water and E… (2022)

  6. No Access

    Article

    Gradient Evolution Optimization Algorithm to Optimize Reservoir Operation Systems

    Population growth, environmental destruction, and climate change have all led to water scarcity on the available water resources. In this regard, reservoir systems have an important role to manage water resour...

    Arvin Samadi-koucheksaraee, Iman Ahmadianfar in Water Resources Management (2019)

  7. No Access

    Article

    Extracting Optimal Policies of Hydropower Multi-Reservoir Systems Utilizing Enhanced Differential Evolution Algorithm

    Deriving the optimal policies of hydropower multi-reservoir systems is a nonlinear and high-dimensional problem which makes it difficult to achieve the global or near global optimal solution. In order to optim...

    Iman Ahmadianfar, Arvin Samadi-Koucheksaraee in Water Resources Management (2017)