4.3 Article

Design of the Plasma Position and Shape Control in the ITER Tokamak Using In-Vessel Coils

Journal

IEEE TRANSACTIONS ON PLASMA SCIENCE
Volume 37, Issue 7, Pages 1324-1331

Publisher

IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/TPS.2009.2021476

Keywords

Plasma shape control; plasma vertical stabilization (VS); tokamaks control

Funding

  1. Italian Ministry of Education, University and Research (MiUR) [2006094025]

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The International Thermonuclear Experimental Reactor (ITER) is the next step toward the realization of electricity-producing fusion power plants, and it is planned to be in operation in 2016. ITER has been designed so as to reach the plasma burning condition and to operate with high-elongated unstable plasmas. However, due to the constraints that affect the machine realization, these open-loop unstable high-performance plasmas can hardly be stabilized using the poloidal field coils placed outside the tokamak vessel. For this reason, during the ITER design review phase, it has been proposed to investigate the possibility of using in-vessel coils in order to improve the best achievable performance of the vertical stabilization (VS) system. This paper proposes a new approach for the plasma current, position, and shape control design in the presence of in-vessel coils. Two control loops are designed: a first loop that guarantees the VS driving the voltage applied to in-vessel coils, and a second loop that controls the plasma current and up to 32 geometrical shape descriptors as close as possible to the reference values. The performance of the proposed control system is shown by means of simulations of some cases of interest.

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Summary: The JET 2019-2020 scientific and technological programme made use of previous scientific and engineering work to achieve significant research results. The focus was on scenarios for high fusion power and alpha particle physics, consequences of long-term exposure to JET-ILW plasma, and the nuclear technology programme for maximum technological return.

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Article Physics, Fluids & Plasmas

DIII-D research advancing the physics basis for optimizing the tokamak approach to fusion energy

M. E. Fenstermacher, J. Abbate, S. Abe, T. Abrams, M. Adams, B. Adamson, N. Aiba, T. Akiyama, P. Aleynikov, E. Allen, S. Allen, H. Anand, J. Anderson, Y. Andrew, T. Andrews, D. Appelt, R. Arbon, N. Ashikawa, A. Ashourvan, M. Aslin, Y. Asnis, M. Austin, D. Ayala, J. Bak, I Bandyopadhyay, S. Banerjee, K. Barada, L. Bardoczi, J. Barr, E. Bass, D. Battaglia, A. Battey, W. Baumgartner, L. Baylor, J. Beckers, M. Beidler, E. Belli, J. Berkery, T. Bernard, N. Bertelli, M. Beurskens, R. Bielajew, S. Bilgili, B. Biswas, S. Blondel, J. Boedo, I Bogatu, R. Boivin, T. Bolzonella, M. Bongard, X. Bonnin, P. Bonoli, M. Bonotto, A. Bortolon, S. Bose, N. Bosviel, S. Bouwmans, M. Boyer, W. Boyes, L. Bradley, R. Brambila, D. Brennan, S. Bringuier, L. Brodsky, M. Brookman, J. Brooks, D. Brower, G. Brown, W. Brown, M. Burke, K. Burrell, K. Butler, R. Buttery, I Bykov, P. Byrne, A. Cacheris, K. Callahan, J. Callen, G. Campbell, J. Candy, J. Canik, P. Cano-Megias, N. Cao, L. Carayannopoulos, T. Carlstrom, W. Carrig, T. Carter, W. Cary, L. Casali, M. Cengher, G. Cespedes Paz, R. Chaban, V Chan, B. Chapman, I Char, A. Chattopadhyay, R. Chen, J. Chen, X. Chen, X. Chen, J. Chen, M. Chen, J. Chen, Z. Chen, M. Choi, W. Choi, G. Choi, L. Chousal, C. Chrobak, C. Chrystal, Y. Chung, R. Churchill, M. Cianciosa, J. Clark, M. Clement, S. Coda, A. Cole, C. Collins, W. Conlin, A. Cooper, J. Cordell, B. Coriton, T. Cote, J. Cothran, A. Creely, N. Crocker, C. Crowe, B. Crowley, T. Crowley, D. Cruz-Zabala, D. Cummings, M. Curie, D. Curreli, A. Dal Molin, B. Dannels, A. Dautt-Silva, K. Davda, G. De Tommasi, P. De Vries, G. Degrandchamp, J. Degrassie, D. Demers, S. Denk, S. Depasquale, E. Deshazer, A. Diallo, S. Diem, A. Dimits, R. Ding, S. Ding, W. Ding, T. Do, J. Doane, G. Dong, D. Donovan, J. Drake, W. Drews, J. Drobny, X. Du, H. Du, V Duarte, D. Dudt, C. Dunn, J. Duran, A. Dvorak, F. Effenberg, N. Eidietis, D. Elder, D. Eldon, R. Ellis, W. Elwasif, D. Ennis, K. Erickson, D. Ernst, M. Fasciana, D. Fedorov, E. Feibush, N. Ferraro, J. Ferreira, J. Ferron, P. Fimognari, D. Finkenthal, R. Fitzpatrick, P. Fox, W. Fox, L. Frassinetti, H. Frerichs, H. Frye, Y. Fu, K. Gage, J. Galdon Quiroga, A. Gallo, Q. Gao, A. Garcia, M. Garcia Munoz, D. Garnier, A. Garofalo, A. Gattuso, D. Geng, K. Gentle, D. Ghosh, L. Giacomelli, S. Gibson, E. Gilson, C. Giroud, F. Glass, A. Glasser, D. Glibert, P. Gohil, R. Gomez, S. Gomez, X. Gong, E. Gonzales, A. Goodman, Y. Gorelov, V Graber, R. Granetz, T. Gray, D. Green, C. Greenfield, M. Greenwald, B. Grierson, R. Groebner, W. Grosnickle, M. Groth, H. Grunloh, S. Gu, W. Guo, H. Guo, P. Gupta, J. Guterl, W. Guttenfelder, T. Guzman, S. Haar, R. Hager, S. Hahn, M. Halfmoon, T. Hall, K. Hallatschek, F. Halpern, G. Hammett, H. Han, E. Hansen, C. Hansen, M. Hansink, J. Hanson, M. Hanson, G. Hao, A. Harris, R. Harvey, S. Haskey, E. Hassan, A. Hassanein, D. Hatch, R. Hawryluk, W. Hayashi, W. Heidbrink, J. Herfindal, J. Hicok, D. Hill, E. Hinson, C. Holcomb, L. Holland, C. Holland, E. Hollmann, J. Hollocombe, A. Holm, I Holmes, K. Holtrop, M. Honda, R. Hong, R. Hood, A. Horton, L. Horvath, M. Hosokawa, S. Houshmandyar, N. Howard, E. Howell, D. Hoyt, W. Hu, Y. Hu, Q. Hu, J. Huang, Y. Huang, J. Hughes, T. Human, D. Humphreys, P. Huynh, A. Hyatt, C. Ibanez, L. Ibarra, R. Icasas, K. Ida, V Igochine, Y. In, S. Inoue, A. Isayama, O. Izacard, V Izzo, A. Jackson, G. Jacobsen, A. Jaervinen, A. Jalalvand, J. Janhunen, S. Jardin, H. Jarleblad, Y. Jeon, H. Ji, X. Jian, E. Joffrin, A. Johansen, C. Johnson, T. Johnson, C. Jones, I Joseph, D. Jubas, B. Junge, W. Kalb, R. Kalling, C. Kamath, J. Kang, D. Kaplan, A. Kaptanoglu, S. Kasdorf, J. Kates-Harbeck, P. Kazantzidis, A. Kellman, D. Kellman, C. Kessel, K. Khumthong, E. Kim, H. Kim, J. Kim, S. Kim, J. Kim, H. Kim, K. Kim, C. Kim, W. Kimura, M. King, J. King, J. Kinsey, A. Kirk, B. Kiyan, A. Kleiner, V Klevarova, R. Knapp, M. Knolker, W. Ko, T. Kobayashi, E. Koch, M. Kochan, B. Koel, M. Koepke, A. Kohn, R. Kolasinski, E. Kolemen, E. Kostadinova, M. Kostuk, G. Kramer, D. Kriete, L. Kripner, S. Kubota, J. Kulchar, K. Kwon, R. La Haye, F. Laggner, H. Lan, R. Lantsov, L. Lao, A. Lasa Esquisabel, C. Lasnier, C. Lau, B. Leard, J. Lee, R. Lee, M. Lee, M. Lee, Y. Lee, C. Lee, J. Lee, S. Lee, M. Lehnen, A. Leonard, E. Leppink, M. Lesher, J. Lestz, J. Leuer, N. Leuthold, X. Li, K. Li, E. Li, G. Li, L. Li, Z. Li, J. Li, Y. Li, Z. Lin, D. Lin, X. Liu, J. Liu, Y. Liu, T. Liu, Y. Liu, C. Liu, Z. Liu, C. Liu, D. Liu, A. Liu, D. Liu, A. Loarte-Prieto, L. Lodestro, N. Logan, J. Lohr, B. Lombardo, J. Lore, Q. Luan, T. Luce, T. Luda Di Cortemiglia, N. Luhmann, R. Lunsford, Z. Luo, A. Lvovskiy, B. Lyons, X. Ma, M. Madruga, B. Madsen, C. Maggi, K. Maheshwari, A. Mail, J. Mailloux, R. Maingi, M. Major, M. Makowski, R. Manchanda, C. Marini, A. Marinoni, A. Maris, T. Markovic, L. Marrelli, E. Martin, J. Mateja, G. Matsunaga, R. Maurizio, P. Mauzey, D. Mauzey, G. Mcardle, J. Mcclenaghan, K. Mccollam, C. Mcdevitt, K. Mckay, G. Mckee, A. Mclean, V Mehta, E. Meier, J. Menard, O. Meneghini, G. Merlo, S. Messer, W. Meyer, C. Michael, C. Michoski, P. Milne, G. Minet, A. Misleh, Y. Mitrishkin, C. Moeller, K. Montes, M. Morales, S. Mordijck, D. Moreau, S. Morosohk, P. Morris, L. Morton, A. Moser, R. Moyer, C. Moynihan, T. Mrazkova, D. Mueller, S. Munaretto, J. Munoz Burgos, C. Murphy, K. Murphy, C. Muscatello, C. Myers, A. Nagy, G. Nandipati, M. Navarro, F. Nave, G. Navratil, R. Nazikian, A. Neff, G. Neilson, T. Neiser, W. Neiswanger, D. Nelson, A. Nelson, F. Nespoli, R. Nguyen, L. Nguyen, X. Nguyen, J. Nichols, M. Nocente, S. Nogami, S. Noraky, N. Norausky, M. Nornberg, R. Nygren, T. Odstrcil, D. Ogas, T. Ogorman, S. Ohdachi, Y. Ohtani, M. Okabayashi, M. Okamoto, L. Olavson, E. Olofsson, M. Omullane, R. Oneill, D. Orlov, W. Orvis, T. Osborne, D. Pace, G. Paganini Canal, A. Pajares Martinez, L. Palacios, C. Pan, Q. Pan, R. Pandit, M. Pandya, A. Pankin, Y. Park, J. Park, J. Park, S. Parker, P. Parks, M. Parsons, B. Patel, C. Pawley, C. Paz-Soldan, W. Peebles, S. Pelton, R. Perillo, C. Petty, Y. Peysson, D. Pierce, A. Pigarov, L. Pigatto, D. Piglowski, S. Pinches, R. Pinsker, P. Piovesan, N. Piper, A. Pironti, R. Pitts, J. Pizzo, U. Plank, M. Podesta, E. Poli, F. Poli, D. Ponce, Z. Popovic, M. Porkolab, G. Porter, C. Powers, S. Powers, R. Prater, Q. Pratt, I Pusztai, J. Qian, X. Qin, O. Ra, T. Rafiq, T. Raines, R. Raman, J. Rauch, A. Raymond, C. Rea, M. Reich, A. Reiman, S. Reinhold, M. Reinke, R. Reksoatmodjo, Q. Ren, Y. Ren, J. Ren, M. Rensink, J. Renteria, T. Rhodes, J. Rice, R. Roberts, J. Robinson, P. Rodriguez Fernandez, T. Rognlien, A. Rosenthal, S. Rosiello, J. Rost, J. Roveto, W. Rowan, R. Rozenblat, J. Ruane, D. Rudakov, J. Ruiz Ruiz, R. Rupani, S. Saarelma, S. Sabbagh, J. Sachdev, J. Saenz, S. Saib, M. Salewski, A. Salmi, B. Sammuli, C. Samuell, A. Sandorfi, C. Sang, J. Sarff, O. Sauter, K. Schaubel, L. Schmitz, O. Schmitz, J. Schneider, P. Schroeder, K. Schultz, E. Schuster, J. Schwartz, F. Sciortino, F. Scotti, J. Scoville, A. Seltzman, S. Seol, I Sfiligoi, M. Shafer, S. Sharapov, H. Shen, Z. Sheng, T. Shepard, S. Shi, Y. Shibata, G. Shin, D. Shiraki, R. Shousha, H. Si, P. Simmerling, G. Sinclair, J. Sinha, P. Sinha, G. Sips, T. Sizyuk, C. Skinner, A. Sladkomedova, T. Slendebroek, J. Slief, R. Smirnov, J. Smith, S. Smith, D. Smith, J. Snipes, G. Snoep, A. Snyder, P. Snyder, E. Solano, W. Solomon, J. Song, A. Sontag, V Soukhanovskii, J. Spendlove, D. Spong, J. Squire, C. Srinivasan, W. Stacey, G. Staebler, L. Stagner, T. Stange, P. Stangeby, R. Stefan, R. Stemprok, D. Stephan, J. Stillerman, T. Stoltzfus-Dueck, W. Stonecipher, S. Storment, E. Strait, D. Su, L. Sugiyama, Y. Sun, P. Sun, Z. Sun, A. Sun, D. Sundstrom, C. Sung, J. Sungcoco, W. Suttrop, Y. Suzuki, T. Suzuki, A. Svyatkovskiy, C. Swee, R. Sweeney, C. Sweetnam, G. Szepesi, M. Takechi, T. Tala, K. Tanaka, X. Tang, S. Tang, Y. Tao, R. Tao, D. Taussig, T. Taylor, K. Teixeira, K. Teo, A. Theodorsen, D. Thomas, K. Thome, A. Thorman, A. Thornton, A. Ti, M. Tillack, N. Timchenko, R. Tinguely, R. Tompkins, J. Tooker, A. Torrezan De Sousa, G. Trevisan, S. Tripathi, A. Trujillo Ochoa, D. Truong, C. Tsui, F. Turco, A. Turnbull, M. Umansky, E. Unterberg, P. Vaezi, P. Vail, J. Valdez, W. Valkis, B. Van Compernolle, J. Van Galen, R. Van Kampen, M. Van Zeeland, G. Verdoolaege, N. Vianello, B. Victor, E. Viezzer, S. Vincena, M. Wade, F. Waelbroeck, J. Wai, T. Wakatsuki, M. Walker, G. Wallace, R. Waltz, W. Wampler, L. Wang, H. Wang, Y. Wang, H. Wang, Z. Wang, H. Wang, Z. Wang, Y. Wang, G. Wang, S. Ward, M. Watkins, J. Watkins, W. Wehner, Y. Wei, M. Weiland, D. Weisberg, A. Welander, A. White, R. White, S. Wiesen, R. Wilcox, T. Wilks, M. Willensdorfer, H. Wilson, A. Wingen, M. Wolde, M. Wolff, K. Woller, A. Wolz, H. Wong, S. Woodruff, M. Wu, Y. Wu, S. Wukitch, G. Wurden, W. Xiao, R. Xie, Z. Xing, X. Xu, C. Xu, G. Xu, Z. Yan, X. Yang, S. Yang, T. Yokoyama, R. Yoneda, M. Yoshida, K. You, T. Younkin, J. Yu, M. Yu, G. Yu, Q. Yuan, L. Zaidenberg, L. Zakharov, A. Zamengo, S. Zamperini, M. Zarnstorff, E. Zeger, K. Zeller, L. Zeng, M. Zerbini, L. Zhang, X. Zhang, R. Zhang, B. Zhang, J. Zhang, J. Zhang, L. Zhao, B. Zhao, Y. Zheng, L. Zheng, B. Zhu, J. Zhu, Y. Zhu, Y. Zhu, M. Zsutty, M. Zuin

Summary: DIII-D physics research addresses critical challenges for the operation of ITER and the next generation of fusion energy devices by focusing on innovations for high performance long pulse operation and fundamental plasma physics understanding. The research has led to substantial improvements in off-axis current drive efficiency and Alfven eigenmode control, as well as validated models for pedestal recovery after ELMs and disruption mitigation techniques. The findings provide confidence in optimizing future tokamak operation and handling disruptivity.

NUCLEAR FUSION (2022)

Article Physics, Fluids & Plasmas

Physics of runaway electrons with shattered pellet injection at JET

C. Reux, C. Paz-Soldan, N. Eidietis, M. Lehnen, P. Aleynikov, S. Silburn, V Bandaru, O. Ficker, M. Hoelzl, E. M. Hollmann, S. Jachmich, E. Joffrin, P. J. Lomas, F. Rimini, L. Baylor, A. Bleasdale, L. Calacci, F. Causa, D. Carnevale, I Coffey, D. Craven, A. Dal Molin, E. de la Luna, G. De Tommasi, J. Garcia, T. Gebhart, L. Giacomelli, A. Huber, E. Khilkevich, C. Lowry, E. Macusova, A. Manzanares, M. Nocente, E. Panontin, G. Papp, G. Pautasso, A. Peacock, V Plyusnin, A. Shevelev, D. Shiraki, C. Sommariva, C. Sozzi, S. Sridhar, R. Sweeney, G. Szepesi, R. A. Tinguely, J. Wilson

Summary: Runaway electrons (REs) created during tokamak disruptions can be prevented or suppressed using shattered pellet injection (SPI) containing a low fraction of high-Z material or fired early. High-Z material is not efficient in suppressing already accelerated beams, but deuterium can lead to harmless terminations. This effect is due to a combination of scattering REs on a large area using magnetohydrodynamic instability and flushing out high-Z impurities.

PLASMA PHYSICS AND CONTROLLED FUSION (2022)

Article Computer Science, Information Systems

A Deep Deterministic Policy Gradient Learning Approach to Missile Autopilot Design

Angelo Candeli, Gianmaria de Tommasi, Dario Giuseppe Lui, Adriano Mele, Stefania Santini, Gaetano Tartaglione

Summary: This paper applies the Deep Deterministic Policy Gradient (DDPG) algorithm to design a missile lateral acceleration control system. The autopilot control problem is transformed into a Reinforcement Learning framework, where the environment consists of a 2-Degrees-of-Freedom nonlinear model of the missile's longitudinal dynamics, and the agent training is performed on a linearized version of the model. The study considers both the stabilization of the longitudinal dynamics and the main performance indexes in the DDPG reward function.

IEEE ACCESS (2022)

Article Nuclear Science & Technology

Development of a concept and basis for the DEMO diagnostic and control system

W. Biel, M. Ariola, I Bolshakova, K. J. Brunner, M. Cecconello, I Duran, Th Franke, L. Giacomelli, L. Giannone, F. Janky, A. Krimmer, R. Luis, A. Malaquias, G. Marchiori, O. Marchuk, D. Mazon, A. Pironti, A. Quercia, N. Rispoli, S. El Shawish, M. Siccinio, A. Silva, C. Sozzi, G. Tartaglione, T. Todd, W. Treutterer, H. Zohm

Summary: An initial concept for the plasma diagnostic and control system of the DEMO has been developed, aiming to provide reliable plasma control and high performance electricity output. The conflicting requirements of maximizing fusion power and improving operational reliability are addressed, as well as the challenges posed by adverse effects on all in vessel components of the DEMO. Simulation tools are being used for validation and refinement of the concept.

FUSION ENGINEERING AND DESIGN (2022)

Article Physics, Fluids & Plasmas

Plasma physics and control studies planned in JT-60SA for ITER and DEMO operations and risk mitigation

M. Yoshida, G. Giruzzi, N. Aiba, J. F. Artaud, J. Ayllon-Guerola, L. Balbinot, O. Beeke, E. Belonohy, P. Bettini, W. Bin, A. Bierwage, T. Bolzonella, M. Bonotto, C. Boulbe, J. Buermans, M. Chernyshova, S. Coda, R. Coelho, S. Davis, C. Day, G. De Tommasi, M. Dibon, A. Ejiri, G. Falchetto, A. Fassina, B. Faugeras, L. Figini, M. Fukumoto, S. Futatani, K. Galazka, J. Garcia, M. Garcia-Munoz, L. Garzotti, L. Giacomelli, L. Giudicotti, S. Hall, N. Hayashi, C. Hoa, M. Honda, K. Hoshino, M. Iafrati, A. Iantchenko, S. Ide, S. Iio, R. Imazawa, S. Inoue, A. Isayama, E. Joffrin, K. Kamiya, Y. Ko, M. Kobayashi, T. Kobayashi, G. Kocsis, A. Kovacsik, T. Kurki-Suonio, B. Lacroix, P. Lang, Ph Lauber, A. Louzguiti, E. de la Luna, G. Marchiori, M. Mattei, A. Matsuyama, S. Mazzi, A. Mele, F. Michel, Y. Miyata, J. Morales, P. Moreau, A. Moro, T. Nakano, M. Nakata, E. Narita, R. Neu, S. Nicollet, M. Nocente, S. Nowak, F. P. Orsitto, V Ostuni, Y. Ohtani, N. Oyama, R. Pasqualotto, B. Pegourie, E. Perelli, L. Pigatto, C. Piccinni, A. Pironti, P. Platania, B. Ploeckl, D. Ricci, P. Roussel, G. Rubino, R. Sano, K. Sarkimaki, K. Shinohara, S. Soare, C. Sozzi, S. Sumida, T. Suzuki, Y. Suzuki, T. Szabolics, T. Szepesi, Y. Takase, M. Takech, N. Tamura, K. Tanaka, H. Tanaka, M. Tardocchi, A. Terakado, H. Tojo, T. Tokuzawa, A. Torre, N. Tsujii, H. Tsutsui, Y. Ueda, H. Urano, M. Valisa, M. Vallar, J. Vega, F. Villone, T. Wakatsuki, T. Wauters, M. Wischmeier, S. Yamoto, L. Zani

Summary: The JT-60SA project focuses on plasma controllability for scenario development and risk mitigation in ITER and investigating DEMO relevant regimes. Recent works on simulation studies have prepared for plasma physics and control experiments, contributing to ITER and DEMO.

PLASMA PHYSICS AND CONTROLLED FUSION (2022)

Article Automation & Control Systems

An optimization-based approach to assess non-interference in labeled and bounded Petri net systems

Francesco Basile, Maurizio Boccia, Gianmaria De Tommasi, Carlo Motta, Claudio Sterle

Summary: This paper presents an optimization-based approach to assess strong non-deterministic non-interference (SNNI) and bisimulation SNNI (BSNNI) in discrete event systems modeled as labeled Petri nets. The assessment of SNNI requires solving feasibility problems with integer variables and linear constraints. The BSNNI case can be addressed in two different ways, and the problems can be recast into equivalent mixed-integer linear programming (MILP) ones. The effectiveness of the proposed approaches is demonstrated through several examples.

NONLINEAR ANALYSIS-HYBRID SYSTEMS (2022)

Article Automation & Control Systems

Constrained Reference Tracking via Structured Input-Output Finite-Time Stability

Gaetano Tartaglione, Marco Ariola, Gianmaria De Tommasi, Alberto Petrillo, Stefania Santini, Francesco Amato

Summary: This article extends the control approach based on structured input-output finite-time stability to tackle the reference tracking problem. By properly augmenting the system and considering saturation constraints on the actuators, specific requirements on the closed-loop system response during transients can be enforced. The original bilinear matrix inequality problem is relaxed to a linear matrix inequality problem with some conservatism but improved computational efficiency. The effectiveness of the proposed approach is demonstrated in the case of longitudinal control of a missile.

IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS (2022)

Article Automation & Control Systems

Assessment of initial-state-opacity in live and bounded labeled Petri net systems via optimization techniques

Francesco Basile, Gianmaria De Tommasi, Carlo Motta

Summary: This paper provides a necessary and sufficient condition to check the Initial State Opacity (ISO) in discrete event systems (DES) modeled as bounded and live labeled Petri nets (PNs). The proposed approach enables the assessment of ISO by solving Integer Linear Programming problems efficiently.

AUTOMATICA (2023)

Article Nuclear Science & Technology

Strategy towards model-based design and testing of the ITER Plasma Control System

Timo Ravensbergen, Luca Zabeo, Peter de Vries, L. Pangione, Wolfgang Treutterer, Gianmaria De Tommasi, Woong-ryol Lee, Taehyun Tak, Anze Zagar

Summary: The ITER PCS requires a systematic and formal design and testing procedure, using a model-based approach. The design team uses the PCSSP and RTF for controller design and implementation, with verification and validation. The PCS design and implementation progress is monitored through the PCSDB.

FUSION ENGINEERING AND DESIGN (2023)

Article Computer Science, Information Systems

Long Short-Term Memory-Based Neural Networks for Missile Maneuvers Trajectories Prediction?

Dario Giuseppe Lui, Gaetano Tartaglione, Francesco Conti, Gianmaria De Tommasi, Stefania Santini

Summary: Due to its extensive applications in different contexts, moving target tracking has become a hot topic in the last years, above all in the military field. This work investigates the capability of deep neural networks, particularly Long-Short Term Memory (LSTM) net, in predicting the missile maneuvering trajectories in a model-free fashion, overcoming the limitations of traditional methods in terms of model uncertainties.

IEEE ACCESS (2023)

Article Automation & Control Systems

Necessary and Sufficient Condition to Assess Initial-State-Opacity in Live Bounded and Reversible Discrete Event Systems

Francesco Basile, Gianmaria De Tommasi, Carlo Motta, Claudio Sterle

Summary: This letter presents a method to assess opacity by solving Integer Linear Programming problems, focusing on the Initial State Opacity (ISO) problem in discrete event systems (DES) modeled as Petri nets (PN). The research results can effectively check the possibility of hiding secrets in systems.

IEEE CONTROL SYSTEMS LETTERS (2022)

Article Automation & Control Systems

Assessment of Multilevel Intransitive Non-Interference for Discrete Event Systems

Francesco Basile, Gianmaria De Tommasi

Summary: This research focuses on multi-level intransitive non-interference as a means to address privacy issues in control systems. Petri net models and mathematical programming are used to characterize and verify this property.

IEEE CONTROL SYSTEMS LETTERS (2022)

Article Automation & Control Systems

Annular Stochastic Finite-Time Stability Using Piecewise Quadratic Lyapunov Functions

G. Tartaglione, R. Ambrosino, M. Ariola

Summary: This letter presents new sufficient conditions for the annular stochastic finite-time stability of a class of stochastic linear time-varying systems, using time-varying piecewise quadratic Lyapunov functions. The proposed approach extends the class of consider domains and shows less conservatism compared to previous conditions.

IEEE CONTROL SYSTEMS LETTERS (2022)

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