Výsledky vyhledávání - (("sampling stochastic dynamic programming") OR ("sampling stochastic dynamika programming"))~

Combined Aggregated Sampling Stochastic Dynamic Programming and Simulation-Optimization to Derive Operation Rules for Large-Scale Hydropower System Autor Wu, Xinyu, Guo, Rui, Cheng, Xilong, Cheng, Chuntian

“… In the first stage, the optimal operation model is simplified and solved using sampling stochastic dynamic programming (SSDP…”
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Sampling/stochastic dynamic programming for optimal operation of multi-purpose reservoirs using artificial neural network-based ensemble streamflow predictions Autor Anvari, Sedigheh, Mousavi, S. Jamshid, Morid, Saeed

“…Due to limited water resources and the increasing demand for agricultural products, it is significantly important to operate surface water reservoirs…”
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A Study on Sampling Stochastic Dynamic Programming for Long-term Hydropower Operation Autor Weng, Shuqin, Kang, Chuanxiong, Zhao, Zenghai, Zhu, Fangliang, Gao, Jie, Wang, Xu, Guo, Peng

“… Sampling stochastic dynamic programming (SSDP) is a method that based on the classical stochastic dynamic programming (SDP…”
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Designing Resilient Multipurpose Reservoir Operation Policies in Presence of Internal Climate Variability Autor Upadhyay, Divya, Bhatia, Udit

“…Adaptation planning for water resource systems is fraught with significant challenges, arising from uncertainties associated with diverse climate change…”
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Multipurpose Reservoir Operation: a Multi-Scale Tradeoff Analysis between Hydropower Generation and Irrigated Agriculture Autor Gonzalez, Jose M., Olivares, Marcelo A., Medellín-Azuara, Josué, Moreno, Rodrigo

“…Reservoir operations often require balancing among several water uses. Despite the non-consumptive nature of hydropower, conflicts exist between irrigation and…”
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Reservoir optimization using sampling SDP with ensemble streamflow prediction (ESP) forecasts Autor Faber, B.A., Stedinger, J.R.

“…The National Weather Service (NWS) produces ensemble streamflow prediction (ESP) forecasts. These forecasts are used as the basis of a Sampling Stochastic Dynamic Programming…”
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value of updating ensemble streamflow prediction in reservoir operations Autor Eum, Hyung-Il, Kim, Young-Oh

“… The reservoir operating policies derived from a sampling stochastic dynamic programming model using ESP scenarios updated three times a month were applied to the Geum River basin to measure the value…”
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Monthly Joint Operations for the Nakdong Multi-reservoir System in Korea Autor Kim, Young-Oh, Eum, Hyung-Il, Kim, Sang Uk, Lee, Kil Seong

“…This study applies a state-of-art optimization technique, SSDP/ESP (Sampling Stochastic Dynamic Programming with Ensemble Streamflow Prediction…”
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Robust stochastic optimization for reservoir operation Autor Pan, Limeng, Housh, Mashor, Liu, Pan, Cai, Ximing, Chen, Xin

“…Optimal reservoir operation under uncertainty is a challenging engineering problem. Application of classic stochastic optimization methods to large‐scale…”
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DNN-SSDP for hydropower system operation using small state sets Autor Wu, Xinyu, Chen, Zhiyong, Cheng, Chuntian, Yin, Shuai, Su, Huaying

“…•Combining optimization, AI, and simulation to resolve reservoir operation problems. Sampling stochastic dynamic programming (SSDP…”
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Modeling Multi-objective Pareto-optimal Reservoir Operation Policies Using State-of-the-art Modeling Techniques Autor Mohanavelu, Aadhityaa, Soundharajan, Bankaru-Swamy, Kisi, Ozgur

“…), Fitted Q-Iteration (FQI), Sampling Stochastic Dynamic Programming (SSDP), and Model Predictive Control (MPC…”
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Stochastic optimization of multireservoir systems via reinforcement learning Autor Lee, J.H, Labadie, J.W

“…Although several variants of stochastic dynamic programming have been applied to optimal operation of multireservoir systems, they have been plagued by a…”
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Optimal Hydropower Generation Under Climate Change Conditions for a Northern Water Resources System Autor Haguma, Didier, Leconte, Robert, Côté, Pascal, Krau, Stéphane, Brissette, François

“… The main purpose of the water resources system is hydropower production. A reservoir optimization algorithm, Sampling Stochastic Dynamic Programming (SSDP…”
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SSDP Model with Inflow Clustering for Hydropower System Operation Autor Wu, Xinyu, Yin, Shuai, Cheng, Chuntian, Chen, Zhiyong, Su, Huaying

“…Sampling stochastic dynamic programming (SSDP), which considers the uncertainty of streamflow, is a popular and useful method for solving release decisions of reservoirs…”
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A Matlab toolbox for designing Multi-Objective Optimal Operations of water reservoir systems Autor Giuliani, M., Li, Y., Cominola, A., Denaro, S., Mason, E., Castelletti, A.

“… 1.0 of M3O includes Deterministic and Stochastic Dynamic Programming, Implicit Stochastic Optimization, Sampling Stochastic Dynamic Programming, fitted Q-iteration, Evolutionary Multi-Objective…”
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Long-Term Planning of Water Systems in the Context of Climate Non-Stationarity with Deterministic and Stochastic Optimization Autor Haguma, Didier, Leconte, Robert

“… The first model used one time-step sampling stochastic dynamic programming (SSDP). The other models with two time-steps are long-term deterministic dynamic programming (LT-DDP…”
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Probabilistic Forecasts of Streamflow Scenarios Using ESP Approach (Case study: Halil River) Autor Sedigheh Anvari

“…Stream flow forecast is a fundamental tool that could be utilized for appropriate water resource management. The enhancement of accuracy as well as the…”
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용수공급을 위한 댐 방류량 결정에서의 앙상블 유량 예측 효과 분석 Autor 김연주, 김기주, 김영오, Kim, Yeonju, Kim, Gi Joo, Kim, Young-Oh

“… Subsequently, using sampling stochastic dynamic programming (SSDP) and considering the capacity-inflow ratio (CIR…”
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Dynamic decision-making under uncertainties: Algorithms based on linear decision rules and applications in operating models Autor Pan, Limeng

“…This thesis is to propose efficient and robust algorithms based on Linear Decision Rule (LDR), which expand the applicability of the existing LDR methods…”
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Monthly Joint Operations for the Nakdong Multi-reservoir System in Korea : Applied models and decision support systems Autor KIM, Young-Oh, EUM, Hyung-Il, SANG UK KIM, KIL SEONG LEE

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