A scenario-based stochastic MPC approach for problems with normal and rare operations with an application to rivers

HA Nasir, A Carè, E Weyer - IEEE Transactions on Control …, 2018 - ieeexplore.ieee.org
This paper formulates a control problem for systems that are affected by uncertain inputs and
are vulnerable to risks as a chance-constrained optimization problem (CCP) with two …

Comparative analysis of classification techniques and input-output patterns for monthly rainfall prediction

N Sedghnejad, H Nozari, S Marofi - Water Science, 2024 - Taylor & Francis
Rainfall prediction is one of the crucial stages of the watershed management process. In this
research, A comparison of the performance among Monte Carlo and Thomas Fiering, linear …

Efficient river management using stochastic MPC and ensemble forecast of uncertain in-flows

HA Nasir, T Zhao, A Carè, QJ Wang, E Weyer - IFAC-PapersOnLine, 2018 - Elsevier
Efficient river management is essential in improving water resource utilisation. However,
river flows and water-levels are affected by unregulated in-and out-flows. Therefore, it is …

Bayesian System identification of a River

M Jibran, E Weyer, W Wu - IFAC-PapersOnLine, 2024 - Elsevier
Hydrological systems like rivers and lakes are a vital part of any community. Mathematical
models of such systems underpin management, decision making and control of rivers. There …

An efficient implementation of stochastic MPC for open channel water-level planning

HA Nasir, M Cantoni, E Weyer - 2017 IEEE 56th Annual …, 2017 - ieeexplore.ieee.org
Aspects of a Stochastic MPC approach to waterlevel planning for automated irrigation
channels are studied in this paper. Given an uncertain schedule of flow demands and a …

基于实测水位和流量数据的渠道控制模型参数辨识与验证.

管光华, 贾梦浩 - Transactions of the Chinese Society of …, 2020 - search.ebscohost.com
针对传统渠道控制模型推导求解复杂, 难以在实际工程中应用的问题, 该研究以渠道积分延迟(
Integrator Delay, ID) 模型和积分延迟零(Integrator Delay Zero, IDZ) 模型为研究对象 …

Scenario based stochastic MPC schemes for rivers with feasibility ssurance

HA Nasir, S Garatti, E Weyer - 2016 European Control …, 2016 - ieeexplore.ieee.org
Water is a valuable resource, and improved management of rivers by using control
techniques is receiving increased attention. Along a river there will typically be inflows from …

A randomised approach to flood control using Value-at-Risk

HA Nasir, A Carè, E Weyer - 2015 54th IEEE Conference on …, 2015 - ieeexplore.ieee.org
Flooding is one of the major risks associated with rivers, and a typical operational goal is to
reduce the risk of severe floods while at the same time not being overly cautious. In this …

Stochastic Model Predictive Control for Water Level Regulation in a Lake

M Jibran, E Weyer, W Wu - IFAC-PapersOnLine, 2024 - Elsevier
In this paper, we propose a water level regulation framework for systems with uncertain
model parameters and subject to additive disturbances. Bayesian system identification is …

Predictive PI strategy for hydrographs control in a experimental microscale flume

RM Alarcón, OA Briones, OE Link, AJ Rojas - IFAC-PapersOnLine, 2018 - Elsevier
Hydraulics, specifically the engineering related to river infrastructure, has had always to deal
with issues as floods, erosion debilitating important civil infrastructure (bridges, etc.). In …