Výsledky vyhledávání - "multi-parametric programming"

Process design and control optimization: A simultaneous approach by multi‐parametric programming Autor Diangelakis, Nikolaos A., Burnak, Baris, Katz, Justin, Pistikopoulos, Efstratios N.

“…‐parametric programming through four case studies. We develop design dependent multi‐parametric model predictive controllers that are able to provide the optimal control…”
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Decentralized Dynamic Economic Dispatch for Integrated Transmission and Active Distribution Networks Using Multi-Parametric Programming Autor Lin, Chenhui, Wu, Wenchuan, Chen, Xin, Zheng, Weiye

“…As large scale distributed energy resources are integrated into distribution networks, coordinated dynamic economic dispatch (DED) for integrated transmission…”
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Benders Decomposition Using Graph Modeling and Multi-Parametric Programming Autor Brahmbhatt, Parth, Cole, David L, Zavala, Victor M, Avraamidou, Styliani

“…Benders decomposition is a widely used method for solving large and structured optimization problems, but its performance is affected by the repeated solution…”
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Explicit machine learning-based model predictive control of nonlinear processes via multi-parametric programming Autor Wang, Wenlong, Wang, Yujia, Tian, Yuhe, Wu, Zhe

“… To address this issue, in this work, we propose an explicit ML-MPC framework for nonlinear processes using multi-parametric programming…”
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Adjustable robust optimization through multi-parametric programming Autor Avraamidou, Styliani, Pistikopoulos, Efstratios N.

“… for linear mixed-integer ARO problems through multi-parametric programming, that lead to the exact…”
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Online probabilistic energy flow for hydrogen-power-heat system based on multi-parametric programming Autor Zhou, Yijia, Peng, Hongyi, Yan, Mingyu

“… An efficient algorithm based on multi-parametric programming (MPP) is proposed to enhance the computational performance of probabilistic multi-energy flow for online applications…”
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A multi-parametric programming approach for combined flexibility, availability, and resilience in process design Autor Chrisandina, Natasha J., Iakovou, Eleftherios, Pistikopoulos, Efstratios N., El-Halwagi, Mahmoud M.

“…Process systems are perpetually vulnerable to disruptions from within and outside the system, as well as to uncertainties in operating parameters, all of which…”
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On multi-parametric programming and its applications in process systems engineering Autor Oberdieck, Richard, Diangelakis, Nikolaos A., Nascu, Ioana, Papathanasiou, Maria M., Sun, Muxin, Avraamidou, Styliani, Pistikopoulos, Efstratios N.

“…•Comprehensive review of the developments in multi-parametric programming over the last 20 years…”
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Dealing with infeasibility in multi-parametric programming for application to explicit model predictive control Autor Falsone, Alessandro, Bianchi, Federico, Prandini, Maria

“…Motivated by explicit model predictive control, we address infeasibility in multi-parametric quadratic programming according to the exact penalty function…”
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A hierarchical multi-parametric programming approach for dynamic risk-based model predictive quality control Autor Braniff, Austin, Tian, Yuhe

“…In this work, we present a hierarchical batch quality control strategy with real-time process safety management. It features a multi-time-scale decision-making…”
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Dispatch Instruction Disaggregation for Virtual Power Plants Using Multi-Parametric Programming Autor Zhang, Zhikai, Wei, Yanfang

“… To address this issue, we propose a multi-parametric programming-based method that yields an explicit mapping from any given dispatch instruction to an optimal DER-level deployment strategy…”
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An Improved Multi-parametric Programming Algorithm for Flux Balance Analysis of Metabolic Networks Autor Akbari, Amir, Barton, Paul I.

“… An improved multi-parametric programming algorithm based on active-set methods is introduced in this paper…”
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Multi-objective optimization with convex quadratic cost functions: A multi-parametric programming approach Autor Oberdieck, Richard, Pistikopoulos, Efstratios N.

“… constraints based on multi-parametric programming and employing a set of suitable overestimators with tunable suboptimality…”
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Dynamic risk-based process design and operational optimization via multi-parametric programming Autor Ali, Moustafa, Cai, Xiaoqing, Khan, Faisal I., Pistikopoulos, Efstratios N., Tian, Yuhe

“…We present a dynamic risk-based process design and multi-parametric model predictive control optimization approach for real-time process safety management in…”
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Explicit/multi-parametric model predictive control (MPC) of linear discrete-time systems by dynamic and multi-parametric programming Autor Kouramas, K.I., Faísca, N.P., Panos, C., Pistikopoulos, E.N.

“…) problem for linear, time-invariant discrete-time systems, based on dynamic programming and multi-parametric programming techniques…”
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Improved Unit Commitment with Accurate Dynamic Scenarios Clustering Based on Multi-Parametric Programming and Benders Decomposition Autor Zhi, Zhang, Huang, Haiyu, Xiong, Wei, Zhou, Yijia, Yan, Mingyu, Xia, Shaolian, Jiang, Baofeng, Su, Renbin, Tian, Xichen

“… and hinders its application. This paper provides a stochastic unit commitment with dynamic scenario clustering based on multi-parametric programming and Benders decomposition…”
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Evaluation method for energy storage capacity value based on the multi-parametric programming Autor ZHENG Boshen, WEI Wei, YU Jun, ZHAO Haiji, MEI Shengwei

“…With the high penetration of renewable energy in modern power system, grid-side energy storage can support power system operation as a flexible resource…”
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On unbounded and binary parameters in multi-parametric programming: applications to mixed-integer bilevel optimization and duality theory Autor Oberdieck, Richard, Diangelakis, Nikolaos A., Avraamidou, Styliani, Pistikopoulos, Efstratios N.

“…In multi-parametric programming an optimization problem is solved as a function of certain parameters, where the parameters are commonly considered to be bounded and continuous…”
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A Multi-parametric Programming Based Analytic Method to Compute Consumer Offer Curve for Reserves Autor Weiye Zheng, David J. Hill, Wenchuan Wu

“… Then, based on multi-parametric programming, a combinatorial enumeration method in conjunction with efficient reduction and pruning strategy is proposed to compute the optimal response of consumers…”
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A branch-and-bound multi-parametric programming approach for non-convex multilevel optimization with polyhedral constraints Autor Kassa, Abay Molla, Kassa, Semu Mitiku

“… At each decision level successive convex relaxations are applied over the non-convex terms in combination with a multi-parametric programming approach…”
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