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检索条件"任意字段=Symposium on Dynamics and Control of Process Systems"

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Phase partition for nonlinear batch process monitoring

Phase partition for nonlinear batch process monitoring

引用

11th IFAC symposium on dynamics and control of process systems including Biosystems

作者： Liu, Jingxiang Liu, Tao Zhang, Jie Dalian Univ Technol Inst Adv Control Technol Dalian 116024 Peoples R China Newcastle Univ Sch Chem Engn & Adv Mat Newcastle Upon Tyne NE1 7RU Tyne & Wear England

A window-based step-wise sequential phase partition method is proposed for monitoring nonlinear batch processes with multiphase operations. The three-dimensional batch data are unfolded in the batch-wise direction to facilitate establishing the kernel principle component analysis (KPCA) models. A moving window is introduced to maintain the kernel parameters unchanged for computation while preserving the time sequence of different phases, thus capable of significantly reducing the storage space of kernel matrices and the computation complexity:. A numerical case and a penicillin fermentation process are used to demonstrate the effectiveness and merit of the proposed method.

关键词： batch process phase partition kernel principle component analysis (KPCA) moving window

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Economic dispatch for microgrids with constrained external power exchange

Economic dispatch for microgrids with constrained external p...

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11th IFAC symposium on dynamics and control of process systems including Biosystems

作者： Zachar, Michael Daoutidis, Prodromos Univ Minnesota Dept Chem Engn & Mat Sci Minneapolis MN 55455 USA

This paper examines microgrid unit dispatch, with hourly bounds on energy exchange with the macrogrid and minimum storage level constraints. These goals can be used to meet market constraints and to ensure there is sufficient energy reserved for future periods, respectively. In particular, economic model predictive control is used to minimize cost while ensuring these scheduling goals and other operational constraints are satisfied. Simulation of a dynamic microgrid system over a 24-hour period shows that the proposed dispatch strategy is able to effectively reject forecasting errors and meet the established energy exchange and storage level goals. (C) 2016, IFAC (International Federation of Automatic control) Hosting by Elsevier Ltd. All rights reserved.

关键词： Model based control Stochastic control Electric power systems Renewable energy systems Computer-aided control system design

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Modelling and Robustness Analysis of Model Predictive control for Electrical Submersible Pump Lifted Heavy Oil Wells

Modelling and Robustness Analysis of Model Predictive Contro...

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11th IFAC symposium on dynamics and control of process systems including Biosystems

作者： Krishnamoorthy, Dinesh Bergheim, Elvira M. Pavlov, Alexey Fredriksen, Morten Fjalestad, Kjetil Statoil Res Ctr Stavanger Norway

In this paper we consider the problem of automatic control of oil production wells equipped with Electric Submersible Pumps (ESP). To facilitate robustness analysis of automatic control algorithms for such systems, a high fidelity simulator of ESP lifted well producing heavy viscous crude oil, has been developed. Model Predictive control strategy proposed by the authors in an earlier publication has been tested on this simulator with the Main focus on controller performance and robustness. The results demonstrated sufficient, robustness of the controller with respect to system nonlinearities, variations in operating conditions, disturbances and measurement noise. (C) 2016, IFAC (International Federation of Autormatic control) Hosting by Elsevier Ltd. All reserved.

关键词： Model Predictive control Modelling Artificial Lift optimisation

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KPIs as the interface between scheduling and control

KPIs as the interface between scheduling and control

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11th IFAC symposium on dynamics and control of process systems including Biosystems

作者： Bauer, Margret Lueke, Matthieu Johnsson, Charlotta Harjunkoski, Iiro Schlake, Jan C. Univ Witwatersrand ZA-2050 Johannesburg South Africa ABB Corp Res Frallstadter Str 59 D-68526 Ladenburg Germany Lund Univ Dept Automat Control S-22100 Lund Sweden

The integration of scheduling and control has been discussed in the past. While constructing an integrated plant model that may still seem out of reach, scheduling and control,systems are increasingly more intertwined. We argue that they are in fact already integrated and give the example of two key performance indicators (KPIs) that are defined in the recent international standard ISO 22400. The :focus of this study is on KPIs that consider both planned times and actual times. An amino acid production plant is used in the study, and the production is described from both the scheduling and the control perspective. To illustrate the integration, a schedule is computed containing the planned production times. Resulting measurements from the control system are analyzed for their actual production times using a proposed procedure that detects the start and end time of hatches. Using KPIs as the interface between scheduling and control can he used as a strategy for maximizing the plant performance. The study focuses on the process industry. (C) 2016, IFAC (International Federation of Automatic control) Hosting by Elsevier Ltd. All rights reserved.

关键词： Integration between scheduling and control key performance indicator distributed control system planning and scheduling batch process

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Low-order feedback-feedforward controller for dead-time processes with measurable disturbances

Low-order feedback-feedforward controller for dead-time proc...

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11th IFAC symposium on dynamics and control of process systems including Biosystems

作者： Rodriguez, Carlos Normey-Rico, Julio E. Guzman, Jose L. Berenguel, Manuel Dormido, Sebastian Univ Nacl Educ Distancia Dept Comp Sci & Automat Control Madrid Spain Univ Fed Santa Catarina Dept Syst & Automat Florianopolis SC Brazil Univ Almeria CIESOL CeiA3 Dept Informat Almeria Spain

This paper presents simple tuning rules for low-order feedback and feedforward controllers based on an approximation of the filtered Smith predictor with closed-loop feed forward compensation. An analytical development is introduced to control stable first-order plus dead time processes affected by measurable disturbances that cannot be completely removed from the process output due to dead-time effects. Simulation results for the pH control of a tubular photobioreactor and the steam pressure control of an industrial boiler are given to show the effectiveness of the proposed method. (C) 2016, IFAC (International Federation of Automatic control) Hosting by Elsevier Ltd. All rights reserved.

关键词： process control Linear control systems Feedback control Feedforward control Delay compensation Disturbance rejection PID control

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Hybrid model based control for membrane filtration process

Hybrid model based control for membrane filtration process

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11th IFAC symposium on dynamics and control of process systems including Biosystems

作者： Chan, Lester Lik Teck Chou, Chen-Pei Chen, Junghui Chung Yuan Christian Univ Dept Chem Engn R&D Ctr Membrane Technol Chungli 320 Taiwan

Membrane fouling can affect the performance of the membrane-based filtration for water treatment. Fouling thus increases operational costs. This work presents a modeling framework that combine first principle model with Gaussian process model that aims to reduce the energy load affected by the effect of fouling on the system. Based on the expected improvement algorithm, an optimization control is proposed to handle the long duration of the operation to achieve the most economical operation in term of energy load. (C) 2016, IFAC (International Federation of Automatic control) Hosting by Elsevier Ltd. All rights reserved.

关键词： model based control iterative improvement optimization uncertainty variance

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Optimal Health-aware Charging Protocol for Lithium-ion Batteries: A Fast Model Predictive control Approach

Optimal Health-aware Charging Protocol for Lithium-ion Batte...

引用

11th IFAC symposium on dynamics and control of process systems including Biosystems

作者： Torchio, M. Magni, L. Braatz, R. D. Raimondo, D. M. Univ Pavia Dipartimento Ingn Civile & Architettura I-27100 Pavia Italy MIT Cambridge MA 02142 USA Univ Pavia Dipartimento Ingn Ind & Informaz I-27100 Pavia Italy

Lithium-ion batteries are widely used in industry to supply different portable applications. Their management is handled by Battery Management systems (BMSs), which are intended to ensure good performance (such as minimum charging time) while simultaneously minimizing safety risks. The use of accurate mathematical models can help in achieving such goals. The first-principles pseudo-two dimensional (P2D) model is one of the mostly used models for simulation but rarely used in design of BMSs. This model, together with a description of the capacity fade mechanisms occurring during battery operations, is used to design health-aware BMS strategies. A Model Predictive control (MPC) scheme based on a linearized version of the P2D model is proposed in order to track a reference value of the State of Charge (SOC), while taking into account the aging dynamics of the system as well as temperature and voltage constraints. Simulations show the effectiveness of the approach: the tuning of the control parameters allows controlled operation with different tradeoffs between charging time and battery lifetime enhancement. (C) 2016, IFAC (International Federation of Antomatic control) Hosting by Elsevier Ltd. All rights reserved.

关键词： Advanced Battery Management systems health-aware control of Li-ion batteries model predictive control

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Numerical Optimal control Mixing Collocation with Single Shooting: A Case Study

Numerical Optimal Control Mixing Collocation with Single Sho...

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11th IFAC symposium on dynamics and control of process systems including Biosystems

作者： Albert, Anders Imsland, Lars Haugen, Joakim Norwegian Univ Sci & Technol Dept Engn Cybernet Trondheim Norway SINTEF Fisheries & Aquaculture Trondheim Norway

This paper looks into implementation of numerical optimal control problems of systems with a cascade structure, in which only one part of the dynamic equality constraints has path constraints. We consider two different direct strategies for numerical implementation using direct methods: 1. Collocation for both parts of the cascade. 2. Direct, collocation for one part and single shooting for the other. To compare the methods We study the case of iceberg monitoring using a single unmanned aerial vehicle. The study reveals that the second method, under some conditions can be more computationally efficient than the first method. (C) 2016, IFAC (International Federation of Automatic control) Hosting by Elsevier Ltd. All rights reserved.

关键词： Optimal control Implementation UAV Iceberg Monitoring Nonlinear programming

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Handling of variable wireless latency and updating frequency in PI controllers

Handling of variable wireless latency and updating frequency...

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11th IFAC symposium on dynamics and control of process systems including Biosystems

作者： Halvorsen, Ivar J. SINTEF ICT Appl Cybernet N-7465 Trondheim Norway

In closed loop process control with wireless measurements it must be ensured that communication packet dropouts and variable latency is handled properly with respect to the impact on the controlled process. A procedure for automatic adjustment of the controller parameters is presented. The main property is to maintain the closed loop stability margin in presence of variable communication latency. The sampling rates in wireless instrumentation are usually chosen to be quite slow to save battery power in the transmitters, so both selecting the appropriate sampling rates and handling of the real transmission characteristics in a closed loop process control environment require attention. The presented algorithm can handle typical wireless communication errors, and can also bc used to deliberately alter the sampling rate based on the actual disturbance level and by that save battery power in calm periods. The algorithm is based on the SIMC tuning rules. (C) 2016, IFAC (International Federation of Automatic control) Hosting by Elsevier Ltd. All rights reserved.

关键词： Wireless measurement PI-control controller tuning SIMC tuning rules Variable sampling rates Gain scheduling

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Model Development for Phosphate Recovery from Acidic Wastewater

Model Development for Phosphate Recovery from Acidic Wastewa...

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11th IFAC symposium on dynamics and control of process systems including Biosystems

作者： Sbarciog, Mihaela Vande Wouwer, Alain Univ Mons Automat Control Lab Blvd Dolez 31 B-7000 Mons Belgium

This paper presents an original model for calcium phosphate crystallization from acidic wastewater. The model is developed using classical principles of chemistry and population balance modeling, The aim is to further use the model for analysis, control and optimization of the crystallization process for phosphate recovery, The proposed model consists of one population balance equation coupled with four mass balance equations and a set of algebraic equations, which can be easily integrated with Matlab and MatMOL toolbox. The model is validated against PHREEQC, a software for speciation and geochemical calculations. (C) 2016, IFAC (International Federation of Automatic control) Hosting by Elsevier Ltd. Ali rights reserved.

关键词： Modelling chemical industry partial differential equations simulators

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