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Fast Sensitivity-Based Nonlinear Economic Model Predictive Control with Degenerate NLP

Eka Suwartadi, Johannes Jäschke
<span title="">2018</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/4oklsgzkjvbihhegxblzc6b7re" style="color: black;">IFAC-PapersOnLine</a> </i> &nbsp;
Abstract: We present a fast sensitivity-based nonlinear model predictive control (NMPC) algorithm, that can handle non-unique multipliers in the discretized dynamic optimization problem.  ...  Non-unique multipliers may arise, for example when path constraints are active for longer periods of the prediction horizon. This is a common situation in economic model predictive control.  ...  INTRODUCTION A common practice in the process industries is to divide the control system into two layers: an economic real-time optimization (RTO) layer and a lower level model predictive control (MPC)  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.ifacol.2018.09.333">doi:10.1016/j.ifacol.2018.09.333</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/5nqscj57xff4lejoktn6cxv4x4">fatcat:5nqscj57xff4lejoktn6cxv4x4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190429110823/https://ntnuopen.ntnu.no/ntnu-xmlui/bitstream/handle/11250/2589985/1-s2.0-S2405896318320160-main.pdf?sequence=1" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/86/31/8631f074df983d6b3a75861a1b1fcd819e1c4bae.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.ifacol.2018.09.333"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> elsevier.com </button> </a>

Special Issue: Combined Scheduling and Control

<span title="2018-03-07">2018</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/vt2hc3xcijfofb7cwnxv4hhszi" style="color: black;">Processes</a> </i> &nbsp;
This paper is about the incremental computation of control sequences for discrete event systems in uncertain environments through implementation of timed Petri nets.  ...  The proposed results are applicable to a large class of discrete event systems, in particular in the domains of flexible manufacturing. Joglekar, G.  ...  In this work, a dynamic tablet compaction model capable of predicting linear and nonlinear process responses is successfully developed and validated.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/pr6030024">doi:10.3390/pr6030024</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/4fwc5bquwnaqbjchwcwh46huhe">fatcat:4fwc5bquwnaqbjchwcwh46huhe</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190503182910/https://res.mdpi.com/processes/processes-06-00024/article_deploy/processes-06-00024.pdf?filename=&amp;attachment=1" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/94/00/940057f5d84ef702456f5d2853ad12d9b161a596.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/pr6030024"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> mdpi.com </button> </a>

Distributed control of chemical process networks

Michael J. Tippett, Jie Bao
<span title="2015-07-01">2015</span> <i title="Springer Nature"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/nvylz6fxhjaqtckvt4zfwob2qi" style="color: black;">International Journal of Automation and Computing</a> </i> &nbsp;
In particular, we focus on recent developments in distributed model predictive control, in the context of the specific challenges faced in the control of chemical process networks.  ...  In this paper, we present a review of the current literature on distributed (or partially decentralized) control of chemical process networks.  ...  Distributed model predictive control Distributed model predictive control (DMPC) has been an area of intensive research for both the process control and broader control theoretic community in recent years  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s11633-015-0895-9">doi:10.1007/s11633-015-0895-9</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/mmrimhompfdlhdojqtb3xkk7ce">fatcat:mmrimhompfdlhdojqtb3xkk7ce</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170919032116/https://link.springer.com/content/pdf/10.1007%2Fs11633-015-0895-9.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/8e/65/8e6591ea8d42dc5c88dc18beeb0568e1bdabc209.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s11633-015-0895-9"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Trends in Theory of Control System Design Status report prepared by the IFAC Coordinating Committee on Design Methods

Ruth Bars, Patrizio Colaneri, Luc Dugard, Frank Allgöwer, Anatolii Kleimenov, Carsten Scherer
<span title="">2008</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/p3wtlm3j2fedxitkuu4bs3scau" style="color: black;">IFAC Proceedings Volumes</a> </i> &nbsp;
Control theory deals with disciplines and methods leading to an automatic decision process in order to improve the performance of a control system.  ...  in real time computing.  ...  Soft computing methods to characterize nonlinearities As real systems are generally nonlinear, describing nonlinearities and handling nonlinear characteristics in control systems is an important question  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3182/20080706-5-kr-1001.00363">doi:10.3182/20080706-5-kr-1001.00363</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/hlkx54q5uvha3a6ajbebjbwjrq">fatcat:hlkx54q5uvha3a6ajbebjbwjrq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180722015958/http://folk.ntnu.no/skoge/prost/proceedings/ifac2008/data/papers/3180.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/39/cf/39cfef2d45284631108f96cd77bf373476a63caf.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3182/20080706-5-kr-1001.00363"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Constrained Fuzzy Predictive Control Using Particle Swarm Optimization

Oussama Ait Sahed, Kamel Kara, Mohamed Laid Hadjili
<span title="">2015</span> <i title="Hindawi Limited"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/fqn7ak2nbjc6xgzv2ya3jeam4m" style="color: black;">Applied Computational Intelligence and Soft Computing</a> </i> &nbsp;
The efficiency of the proposed control algorithm is evaluated by considering the control of the model of a 4 × 4 Multi-Input Multi-Output industrial boiler.  ...  This model is characterized by being nonlinear with high interactions between its inputs and outputs, having a nonminimum phase behaviour, and containing instabilities and time delays.  ...  Conflict of Interests The authors declare that there is no conflict of interests regarding the publication of this paper.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1155/2015/437943">doi:10.1155/2015/437943</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/umd5jsn34bchdbv6d3qkruuhja">fatcat:umd5jsn34bchdbv6d3qkruuhja</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190505084038/http://downloads.hindawi.com/journals/acisc/2015/437943.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/59/c6/59c67eb379123a271db95aa753e9975ae0e21978.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1155/2015/437943"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> hindawi.com </button> </a>

Discrete-Time Model Predictive Control [chapter]

Li Dai, Yuanqing Xia, Mengyin Fu, Magdi S.
<span title="2012-12-05">2012</span> <i title="InTech"> Advances in Discrete Time Systems </i> &nbsp;
Advances in Discrete Time Systems 78 more, MPC can handle control problems where off-line computation of a control law is difficult or impossible.  ...  In addition, another important characteristic of MPC is its ability to handle control problems where off-line computation of a control law is difficult or impossible.  ...  Robust model predictive control MPC is a class of model-based control theories that use linear or nonlinear process models to forecast system behavior.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5772/51122">doi:10.5772/51122</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/5ucjd5ecprcrtdtcihz2bw6lkq">fatcat:5ucjd5ecprcrtdtcihz2bw6lkq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180726063045/https://api.intechopen.com/chapter/pdf-download/37837" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/fd/d5/fdd5f60e0e3c71a60f059f22abf317298248f059.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5772/51122"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

NONLINEAR MODEL PREDICTIVE CONTROL OF BATCH PROCESSES: AN INDUSTRIAL CASE STUDY

Zoltan K. Nagy, Bernd Mahn, Rüdiger Franke, Frank Allgöwer
<span title="">2005</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/p3wtlm3j2fedxitkuu4bs3scau" style="color: black;">IFAC Proceedings Volumes</a> </i> &nbsp;
The paper illustrates the benefits of nonlinear model predictive control (NMPC) for the setpoint tracking control of an industrial batch polymerization reactor.  ...  A real-time formulation of the NMPC that takes computational delay into account is described.  ...  Additionally, in the case of continuous processes computational burden can be reduced by choosing a shorter control horizon then prediction horizon, whereas in the case of batch NMPC the control and prediction  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3182/20050703-6-cz-1902.01576">doi:10.3182/20050703-6-cz-1902.01576</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/bfksk5kw7nahlbflbxeaixiy2q">fatcat:bfksk5kw7nahlbflbxeaixiy2q</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170706120622/http://folk.ntnu.no/skoge/prost/proceedings/ifac2005/Fullpapers/03033.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/bd/d4/bdd4fe3458d13165fc949b5e3538874a16afefb5.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3182/20050703-6-cz-1902.01576"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Economic model predictive control using Lyapunov techniques: Handling asynchronous, delayed measurements and distributed implementation

Mohsen Heidarinejad, Jinfeng Liu, Panagiotis D. Christofides
<span title="">2011</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/wjd7b2sxyfahnaei4xvi46vwsu" style="color: black;">IEEE Conference on Decision and Control and European Control Conference</a> </i> &nbsp;
This work focuses on economic model predictive control of nonlinear systems.  ...  First, an economic model predictive control algorithm that efficiently handles asynchronous and delayed measurements is presented and its application to a chemical process example is demonstrated.  ...  INTRODUCTION Economic model predictive control (EMPC) refers to a class of model predictive control formulations in which the cost functional expresses directly economic optimization considerations of  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/cdc.2011.6160304">doi:10.1109/cdc.2011.6160304</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/cdc/HeidarinejadLC11.html">dblp:conf/cdc/HeidarinejadLC11</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/4s2242hafzd3dnlgwvxjyqz66q">fatcat:4s2242hafzd3dnlgwvxjyqz66q</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170816035059/http://folk.ntnu.no/skoge/prost/proceedings/cdc-ecc-2011/data/papers/0248.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/0a/11/0a11273cf8adb3cbdf03f71da7cd7ec60f93b73d.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/cdc.2011.6160304"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Applications of neuro fuzzy systems: A brief review and future outline

Samarjit Kar, Sujit Das, Pijush Kanti Ghosh
<span title="">2014</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/spnlkxfb7fevrarnlb7rv32roy" style="color: black;">Applied Soft Computing</a> </i> &nbsp;
system, medical system, economic system, electrical and electronics system, traffic control, image processing and feature extraction, manufacturing and system modeling, forecasting and predictions, NFS  ...  Neuro-fuzzy systems refer to combinations of artificial neural network and fuzzy logic in the field of artificial intelligence, which was proposed by Jang [1] in 1993.  ...  Acknowledgment The authors wish to express sincere gratitude to the anonymous reviewers for their constructive comments and helpful suggestions, which lead to substantial improvements of this paper.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.asoc.2013.10.014">doi:10.1016/j.asoc.2013.10.014</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/iochb6rlgbhb5dmpmx7jeh54mu">fatcat:iochb6rlgbhb5dmpmx7jeh54mu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170808235841/http://romisatriawahono.net/lecture/rm/survey/softcomputing/Kar%20-%20Neuro%20Fuzzy%20Systems%20-%202014.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/91/cb/91cb47a2cc0d1bb0f61b39e39d0c53a736b83f8d.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.asoc.2013.10.014"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> elsevier.com </button> </a>

Application of Neural Network Algorithm in Optimal Control of Ethylene Distillation Tower

Ruyang Mo, Huihui Wang
<span title="2021-05-28">2021</span> <i title="Sciencedomain International"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/zokalb7bk5hgbcb4o5ch3ihnvy" style="color: black;">Asian Journal of Research in Computer Science</a> </i> &nbsp;
Aiming at the ethylene rectification process, in order to avoid the time delay of complex rectification process modeling and large-scale process simulation software interface program, and to improve the  ...  control.  ...  Predictive control: In recent years, predictive control has gradually been widely used in the process industry.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.9734/ajrcos/2021/v9i230217">doi:10.9734/ajrcos/2021/v9i230217</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/kimswzbfd5c5fdfvfhehvtgh5a">fatcat:kimswzbfd5c5fdfvfhehvtgh5a</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210606152416/https://www.journalajrcos.com/index.php/AJRCOS/article/download/30217/56708" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/54/a8/54a8b1544883108d70a9ba6d22560410d57f31df.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.9734/ajrcos/2021/v9i230217"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

State-of-the-art in control engineering

Štefan Kozák
<span title="">2014</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/rhm33baynfclbllehesrxxlvqa" style="color: black;">Journal of Electrical Systems and Information Technology</a> </i> &nbsp;
Present trends in the complex process control design demand an increasing degree of integration of numerical mathematics, control engineering methods, new control structures based of distribution, embedded  ...  Main ideas covered in this paper are motivated namely by the development of new advanced control engineering methods (predictive, hybrid predictive, optimal, adaptive, robust, fuzzy logic, and neural network  ...  Acknowledgment The work on this paper was supported by the Scientific Grant Agency of the Ministry of Education, Science and Sports of the Slovak Republic under grant No 1/0973/14, and by the Slovak Research  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.jesit.2014.03.002">doi:10.1016/j.jesit.2014.03.002</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/hxcl5r2325eljcguo54p5lj53i">fatcat:hxcl5r2325eljcguo54p5lj53i</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170924202259/http://publisher-connector.core.ac.uk/resourcesync/data/elsevier/pdf/1b7/aHR0cDovL2FwaS5lbHNldmllci5jb20vY29udGVudC9hcnRpY2xlL3BpaS9zMjMxNDcxNzIxNDAwMDAzOA%3D%3D.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/06/f9/06f967ea3c51b32a718b32cbc999a2bdcd5db155.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.jesit.2014.03.002"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> elsevier.com </button> </a>

SI: ICONIP 2015: Neural networks: theory, design and applications

Sabri Arik
<span title="2018-03-15">2018</span> <i title="Springer Nature"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/a3wauupnbbdj7hbo62upc6grdq" style="color: black;">Neural computing &amp; applications (Print)</a> </i> &nbsp;
Wang study how to preserve connectivity for nonlinear time-delayed multiagent systems using eventbased mechanism.  ...  By using the idea of divide-and-conquer, they divide the distributed controller into five parts to deal with different requirements of the time-delayed multiagent systems, such as eliminating the negative  ...  John MacIntyre, Editor-In-Chief of the journal Neural Computing and Application, for his great help and suggestions in this process.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s00521-018-3423-3">doi:10.1007/s00521-018-3423-3</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/3d6ejpmz35ffrfgndtg6rcaix4">fatcat:3d6ejpmz35ffrfgndtg6rcaix4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190504182730/https://link.springer.com/content/pdf/10.1007%2Fs00521-018-3423-3.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/be/8b/be8bd57b7c0117bf06dcd9bd2a505af3d6da1364.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s00521-018-3423-3"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Multivariable predictive control considering time delay for load-frequency control in multi-area power systems

Sabah Daniar, Mojtaba Shiroei, Rahmat Aazami
<span title="2016-12-01">2016</span> <i title="Walter de Gruyter GmbH"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/7jmohltfyzfbpequ3yw3mcrmg4" style="color: black;">Archives of Control Sciences</a> </i> &nbsp;
In this paper, a multivariable model based predictive control (MPC) is proposed for the solution of load frequency control (LFC) in a multi-area interconnected power system.  ...  The generation rate constraint is considered by employing a constrained MPC and economic allocation of the generation is further guaranteed by an innovative modification in the predictive control objective  ...  Due to the presence of the predictive mechanism in the MPC which provides the ability of prediction in time horizon larger than time delay, the control input can be computed such that to eliminate the  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1515/acsc-2016-0029">doi:10.1515/acsc-2016-0029</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/5jsanfm4pzgthio6d2lxhyilma">fatcat:5jsanfm4pzgthio6d2lxhyilma</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180728180253/https://www.degruyter.com/downloadpdf/j/acsc.2016.26.issue-4/acsc-2016-0029/acsc-2016-0029.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/73/95/7395812b554045832ac16120ce4d6d2aceeb4cf4.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1515/acsc-2016-0029"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> degruyter.com </button> </a>

A Survey on Sensitivity-based Nonlinear Model Predictive Control

Lorenz T Biegler
<span title="">2013</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/p3wtlm3j2fedxitkuu4bs3scau" style="color: black;">IFAC Proceedings Volumes</a> </i> &nbsp;
This survey explores recent results in the development of optimization algorithms and formulations for moving horizon estimation (MHE), nonlinear model predictive control (NMPC) and dynamic real-time optimization  ...  tools that eliminate computational delay, and guarantee stability and robustness.  ...  Funding from National Science Foundation, Department of Energy (NETL) and Center for Advanced Process Decision-Making (CAPD) at Carnegie Mellon is gratefully acknowledged.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3182/20131218-3-in-2045.00191">doi:10.3182/20131218-3-in-2045.00191</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/pkjzb5i7ibbcxhs5gp6wdpreea">fatcat:pkjzb5i7ibbcxhs5gp6wdpreea</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170810002652/http://folk.ntnu.no/skoge/prost/proceedings/dycops2013-and-cab2013/media/DYCOPS/files/0191.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/8b/fd/8bfdd091d5f54273232ebc12da3abfd287f5174e.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3182/20131218-3-in-2045.00191"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Process control strategies for constrained nonlinear systems

Wei Chong Li, Lorenz T. Biegler
<span title="">1988</span> <i title="American Chemical Society (ACS)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/nzlai5ynpvgahnyzfost6xty5q" style="color: black;">Industrial &amp; Engineering Chemistry Research</a> </i> &nbsp;
After presenting a detailed description of the method, a number of scenarios are considered for the control of nonlinear reactor models.  ...  These models cannot in general be controlled using linear control strategies.  ...  In addition, even V a process does not possess time delay, the controller performance may also benefit from the long time prediction.In addition, most chemical processes are difficult to model precisely  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1021/ie00080a014">doi:10.1021/ie00080a014</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/shsooapd6vdhjpdfoteg4uixsu">fatcat:shsooapd6vdhjpdfoteg4uixsu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170922035804/http://repository.cmu.edu/cgi/viewcontent.cgi?article=1115&amp;context=cheme" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/be/15/be159b53ac4a62abf7140831251b0d55eafabc19.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1021/ie00080a014"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acs.org </button> </a>
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