메뉴 건너뛰기




Volumn 60, Issue 6, 2014, Pages 2179-2196

Smart manufacturing: Handling preventive actuator maintenance and economics using model predictive control

Author keywords

Nonlinear systems; Process control; Process economics; Process safety; Process simulation

Indexed keywords

ACTUATORS; ECONOMICS; FLOW CONTROL; NONLINEAR SYSTEMS; PREDICTIVE CONTROL SYSTEMS; PREVENTIVE MAINTENANCE; PROCESS CONTROL;

EID: 84899923518     PISSN: 00011541     EISSN: 15475905     Source Type: Journal    
DOI: 10.1002/aic.14427     Document Type: Article
Times cited : (27)

References (38)
  • 1
    • 84872469117 scopus 로고    scopus 로고
    • Smart manufacturing: the next revolution
    • Bryner M. Smart manufacturing: the next revolution. Chem Eng Prog. 2012;108:4-12.
    • (2012) Chem Eng Prog. , vol.108 , pp. 4-12
    • Bryner, M.1
  • 4
    • 84869487494 scopus 로고    scopus 로고
    • Smart manufacturing, manufacturing intelligence and demand-dynamic performance
    • Davis J, Edgar T, Porter J, Bernaden J, Sarli M. Smart manufacturing, manufacturing intelligence and demand-dynamic performance. Comput Chem Eng. 2012;47:145-156.
    • (2012) Comput Chem Eng. , vol.47 , pp. 145-156
    • Davis, J.1    Edgar, T.2    Porter, J.3    Bernaden, J.4    Sarli, M.5
  • 5
    • 84869492011 scopus 로고    scopus 로고
    • Process energy systems: control, economic, and sustainability objectives
    • Siirola JJ, Edgar TF. Process energy systems: control, economic, and sustainability objectives. Comput Chem Eng. 2012;47:134-144.
    • (2012) Comput Chem Eng. , vol.47 , pp. 134-144
    • Siirola, J.J.1    Edgar, T.F.2
  • 7
    • 84889670627 scopus 로고    scopus 로고
    • A system-theoretic, control-inspired view and approach to process safety
    • Leveson NG, Stephanopoulos G. A system-theoretic, control-inspired view and approach to process safety. AIChE J. 2014;60:2-14.
    • (2014) AIChE J. , vol.60 , pp. 2-14
    • Leveson, N.G.1    Stephanopoulos, G.2
  • 8
    • 0035869069 scopus 로고    scopus 로고
    • Maintenance scheduling and process optimization under uncertainty
    • Vassiliadis CG, Pistikopoulos EN. Maintenance scheduling and process optimization under uncertainty. Comput Chem Eng. 2001;25:217-236.
    • (2001) Comput Chem Eng. , vol.25 , pp. 217-236
    • Vassiliadis, C.G.1    Pistikopoulos, E.N.2
  • 9
    • 77956076376 scopus 로고    scopus 로고
    • Incidents investigation and dynamic analysis of large alarm databases in chemical plants: a fluidized-catalytic-cracking unit case study
    • Pariyani A, Seider WD, Oktem UG, Soroush M. Incidents investigation and dynamic analysis of large alarm databases in chemical plants: a fluidized-catalytic-cracking unit case study. Ind Eng Chem Res. 2010;49:8062-8079.
    • (2010) Ind Eng Chem Res. , vol.49 , pp. 8062-8079
    • Pariyani, A.1    Seider, W.D.2    Oktem, U.G.3    Soroush, M.4
  • 10
    • 0034209964 scopus 로고    scopus 로고
    • Combining preventive maintenance and statistical process control: a preliminary investigation
    • Cassady CR, Bowden RO, Liew L, Pohl EA. Combining preventive maintenance and statistical process control: a preliminary investigation. IIE Trans. 2000;32:471-478.
    • (2000) IIE Trans. , vol.32 , pp. 471-478
    • Cassady, C.R.1    Bowden, R.O.2    Liew, L.3    Pohl, E.A.4
  • 11
    • 22444439337 scopus 로고    scopus 로고
    • Integrating preventive maintenance planning and production scheduling for a single machine
    • Cassady CR, Kutanoglu E. Integrating preventive maintenance planning and production scheduling for a single machine. IEEE Trans Reliab. 2005;54:304-309.
    • (2005) IEEE Trans Reliab. , vol.54 , pp. 304-309
    • Cassady, C.R.1    Kutanoglu, E.2
  • 12
    • 0031220052 scopus 로고    scopus 로고
    • A general framework for preventive maintenance optimization in chemical process operations
    • Tan JS, Kramer MA. A general framework for preventive maintenance optimization in chemical process operations. Comput Chem Eng. 1997;21:1451-1469.
    • (1997) Comput Chem Eng. , vol.21 , pp. 1451-1469
    • Tan, J.S.1    Kramer, M.A.2
  • 13
    • 0002727397 scopus 로고
    • A systems engineering approach to reliability, availability, and maintenance. Proceedings of Foundations of Computer Aided Process Operations. Elsevier, Park City, UT
    • Rijn CFHV. A systems engineering approach to reliability, availability, and maintenance. Proceedings of Foundations of Computer Aided Process Operations. Elsevier, Park City, UT, 1987:221-252.
    • (1987) , pp. 221-252
    • Rijn, C.F.H.V.1
  • 14
    • 82455212826 scopus 로고    scopus 로고
    • Economic optimization using model predictive control with a terminal cost
    • Amrit R, Rawlings JB, Angeli D. Economic optimization using model predictive control with a terminal cost. Annu Rev Control. 2011;35:178-186.
    • (2011) Annu Rev Control. , vol.35 , pp. 178-186
    • Amrit, R.1    Rawlings, J.B.2    Angeli, D.3
  • 15
    • 84862988232 scopus 로고    scopus 로고
    • On average performance and stability of economic model predictive control
    • Angeli D, Amrit R, Rawlings JB. On average performance and stability of economic model predictive control. IEEE Trans Automat Control. 2012;57:1615-1626.
    • (2012) IEEE Trans Automat Control. , vol.57 , pp. 1615-1626
    • Angeli, D.1    Amrit, R.2    Rawlings, J.B.3
  • 16
    • 79952608811 scopus 로고    scopus 로고
    • A Lyapunov function for economic optimizing model predictive control
    • Diehl M, Amrit R, Rawlings JB. A Lyapunov function for economic optimizing model predictive control. IEEE Trans Automat Control. 2011;56:703-707.
    • (2011) IEEE Trans Automat Control. , vol.56 , pp. 703-707
    • Diehl, M.1    Amrit, R.2    Rawlings, J.B.3
  • 17
    • 84892439707 scopus 로고    scopus 로고
    • Economic model predictive control with time-varying objective function for nonlinear process systems
    • Ellis M, Christofides PD. Economic model predictive control with time-varying objective function for nonlinear process systems. AIChE J. 2014;60:507-519.
    • (2014) AIChE J. , vol.60 , pp. 507-519
    • Ellis, M.1    Christofides, P.D.2
  • 18
    • 84875224035 scopus 로고    scopus 로고
    • Economic receding horizon control without terminal constraints
    • Grüne L. Economic receding horizon control without terminal constraints. Automatica. 2013;49:725-734.
    • (2013) Automatica. , vol.49 , pp. 725-734
    • Grüne, L.1
  • 19
    • 84856613723 scopus 로고    scopus 로고
    • Economic model predictive control of nonlinear process systems using Lyapunov techniques
    • Heidarinejad M, Liu J, Christofides PD. Economic model predictive control of nonlinear process systems using Lyapunov techniques. AIChE J. 2012;58:855-870.
    • (2012) AIChE J. , vol.58 , pp. 855-870
    • Heidarinejad, M.1    Liu, J.2    Christofides, P.D.3
  • 20
    • 79953814613 scopus 로고    scopus 로고
    • Lyapunov stability of economically oriented NMPC for cyclic processes
    • Huang R, Harinath E, Biegler LT. Lyapunov stability of economically oriented NMPC for cyclic processes. J Process Control. 2011;21:501-509.
    • (2011) J Process Control. , vol.21 , pp. 501-509
    • Huang, R.1    Harinath, E.2    Biegler, L.T.3
  • 21
    • 84870451364 scopus 로고    scopus 로고
    • Economics-based NMPC strategies for the operation and control of a continuous catalytic distillation process
    • Idris EAN, Engell S. Economics-based NMPC strategies for the operation and control of a continuous catalytic distillation process. J Process Control. 2012;22:1832-1843.
    • (2012) J Process Control. , vol.22 , pp. 1832-1843
    • Idris, E.A.N.1    Engell, S.2
  • 22
    • 84884903688 scopus 로고    scopus 로고
    • Economic model predictive control with self-tuning terminal cost
    • Müller MA, Angeli D, Allgöwer F. Economic model predictive control with self-tuning terminal cost. Eur J Control. 2013;19:408-416.
    • (2013) Eur J Control. , vol.19 , pp. 408-416
    • Müller, M.A.1    Angeli, D.2    Allgöwer, F.3
  • 23
    • 84874242586 scopus 로고    scopus 로고
    • Fundamentals of economic model predictive control. In: Proceedings of the 51st Conference on Decision and Control. Maui, Hawaii
    • Rawlings JB, Angeli D, Bates CN. Fundamentals of economic model predictive control. In: Proceedings of the 51st Conference on Decision and Control. Maui, Hawaii, 2012:3851-3861.
    • (2012) , pp. 3851-3861
    • Rawlings, J.B.1    Angeli, D.2    Bates, C.N.3
  • 24
    • 84880612824 scopus 로고    scopus 로고
    • Proactive fault-tolerant model predictive control
    • Lao L, Ellis M, Christofides PD. Proactive fault-tolerant model predictive control. AIChE J. 2013;59:2810-2820.
    • (2013) AIChE J. , vol.59 , pp. 2810-2820
    • Lao, L.1    Ellis, M.2    Christofides, P.D.3
  • 25
    • 0004178386 scopus 로고    scopus 로고
    • 3rd ed. Upper Saddle River, NJ: Prentice Hall
    • Khalil HK. Nonlinear Systems, 3rd ed. Upper Saddle River, NJ: Prentice Hall, 2002.
    • (2002) Nonlinear Systems
    • Khalil, H.K.1
  • 26
    • 0000682499 scopus 로고
    • Contributions to stability theory
    • Massera JL. Contributions to stability theory. Ann Math. 1956;64:182-206.
    • (1956) Ann Math. , vol.64 , pp. 182-206
    • Massera, J.L.1
  • 27
    • 0035341653 scopus 로고    scopus 로고
    • Constructive nonlinear control: a historical perspective
    • Kokotović P, Arcak M. Constructive nonlinear control: a historical perspective. Automatica. 2001;37:637-662.
    • (2001) Automatica. , vol.37 , pp. 637-662
    • Kokotović, P.1    Arcak, M.2
  • 29
    • 52449103109 scopus 로고    scopus 로고
    • Lyapunov-based model predictive control of nonlinear systems subject to data losses
    • Muñoz de la Peña D, Christofides PD. Lyapunov-based model predictive control of nonlinear systems subject to data losses. IEEE Trans Automat Control. 2008;53:2076-2089.
    • (2008) IEEE Trans Automat Control. , vol.53 , pp. 2076-2089
    • Muñoz de la Peña, D.1    Christofides, P.D.2
  • 30
    • 84862794752 scopus 로고    scopus 로고
    • Distributed economic MPC: application to a nonlinear chemical process network
    • Chen X, Heidarinejad M, Liu J, Christofides PD. Distributed economic MPC: application to a nonlinear chemical process network. J Process Control. 2012;22:689-699.
    • (2012) J Process Control. , vol.22 , pp. 689-699
    • Chen, X.1    Heidarinejad, M.2    Liu, J.3    Christofides, P.D.4
  • 31
    • 77956423830 scopus 로고    scopus 로고
    • Sequential and iterative architectures for distributed model predictive control of nonlinear process systems
    • Liu J, Chen X, Muñoz de la Peña D, Christofides PD. Sequential and iterative architectures for distributed model predictive control of nonlinear process systems. AIChE J. 2010;56:2137-2149.
    • (2010) AIChE J. , vol.56 , pp. 2137-2149
    • Liu, J.1    Chen, X.2    Muñoz de la Peña, D.3    Christofides, P.D.4
  • 32
    • 77957767134 scopus 로고    scopus 로고
    • Modelling and simulation of benzene alkylation process reactors for production of ethylbenzene
    • Ganji H, Ahari JS, Farshi A, Kakavand M. Modelling and simulation of benzene alkylation process reactors for production of ethylbenzene. Pet Coal. 2004;46:55-63.
    • (2004) Pet Coal. , vol.46 , pp. 55-63
    • Ganji, H.1    Ahari, J.S.2    Farshi, A.3    Kakavand, M.4
  • 33
    • 57949098241 scopus 로고    scopus 로고
    • Ethylbenzene dehydrogenation into styrene: kinetic modeling and reactor simulation
    • Lee WJ, Froment GF. Ethylbenzene dehydrogenation into styrene: kinetic modeling and reactor simulation. Ind Eng Chem Res. 2008;47:9183-9194.
    • (2008) Ind Eng Chem Res. , vol.47 , pp. 9183-9194
    • Lee, W.J.1    Froment, G.F.2
  • 34
    • 3242684044 scopus 로고    scopus 로고
    • Combining alkylation and transalkylation for alkylaromatic production
    • Perego C, Ingallina P. Combining alkylation and transalkylation for alkylaromatic production. Green Chem. 2004;6:274-279.
    • (2004) Green Chem. , vol.6 , pp. 274-279
    • Perego, C.1    Ingallina, P.2
  • 35
    • 33748479009 scopus 로고    scopus 로고
    • The mechanism and kinetics for the alkylation of benzene with ethylene
    • You H, Long W, Pan Y. The mechanism and kinetics for the alkylation of benzene with ethylene. Pet Sci Technol. 2006;24:1079-1088.
    • (2006) Pet Sci Technol. , vol.24 , pp. 1079-1088
    • You, H.1    Long, W.2    Pan, Y.3
  • 36
    • 0024717674 scopus 로고
    • A 'universal' construction of Artstein's theorem on nonlinear stabilization
    • Sontag ED. A 'universal' construction of Artstein's theorem on nonlinear stabilization. Syst Control Lett. 1989;13:117-123.
    • (1989) Syst Control Lett. , vol.13 , pp. 117-123
    • Sontag, E.D.1
  • 37
    • 29144523061 scopus 로고    scopus 로고
    • On the implementation of an interior-point filter line-search algorithm for large-scale nonlinear programming
    • Wächter A, Biegler LT. On the implementation of an interior-point filter line-search algorithm for large-scale nonlinear programming. Math Program. 2006;106:25-57.
    • (2006) Math Program. , vol.106 , pp. 25-57
    • Wächter, A.1    Biegler, L.T.2
  • 38
    • 84899985915 scopus 로고    scopus 로고
    • U.S. Energy Information Administration (EIA)-Independent Statistics and Analysis. Electricity Storage Can Take Advantage of Daily Price Variations. Available at , accessed on May 21
    • U.S. Energy Information Administration (EIA)-Independent Statistics and Analysis. Electricity Storage Can Take Advantage of Daily Price Variations. Available at http://www.eia.gov/todayinenergy/detail.cfm? id=6350, accessed on May 21, 2012.
    • (2012)


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.