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Volumn 40, Issue , 2015, Pages 37-46

Data-driven minimization of pump operating and maintenance cost

Author keywords

Cost optimization; Data mining; Energy savings; Particle swarm optimization; Pump system; Scheduling

Indexed keywords

DATA MINING; ENERGY CONSERVATION; MAINTENANCE; MARKOV PROCESSES; PARTICLE SWARM OPTIMIZATION (PSO); PUMPS; SCHEDULING; SEWAGE TREATMENT PLANTS; WASTEWATER TREATMENT;

EID: 84923373021     PISSN: 09521976     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.engappai.2015.01.003     Document Type: Article
Times cited : (18)

References (34)
  • 1
    • 84880924083 scopus 로고    scopus 로고
    • Adaptive maintenance policies for aging devices using a markov decision process
    • S.K. Abeygunawardane, P. Jirutitijaroen, and H. Xu Adaptive maintenance policies for aging devices using a markov decision process IEEE Trans. Power Syst. 28 3 2013 3194 3203
    • (2013) IEEE Trans. Power Syst. , vol.28 , Issue.3 , pp. 3194-3203
    • Abeygunawardane, S.K.1    Jirutitijaroen, P.2    Xu, H.3
  • 2
    • 9644278107 scopus 로고    scopus 로고
    • Multi-objective pump scheduling optimization using evolutionary strategies
    • B. Baron, C. Von Lucken, and A. Sotelo Multi-objective pump scheduling optimization using evolutionary strategies Adv. Eng. Softw. 36 1 2005 39 47
    • (2005) Adv. Eng. Softw. , vol.36 , Issue.1 , pp. 39-47
    • Baron, B.1    Von Lucken, C.2    Sotelo, A.3
  • 3
    • 0001700171 scopus 로고
    • A Markov decision process
    • R. Bellman A Markov decision process J. Math. Mech. 6 1957 679 693
    • (1957) J. Math. Mech. , vol.6 , pp. 679-693
    • Bellman, R.1
  • 4
    • 67749116576 scopus 로고    scopus 로고
    • Bi-objective optimization algorithms for joint production and maintenance scheduling: Application to the parallel machine problem
    • A. Berrichi, L. Amodeo, F. Yalaoui, E. Chatelet, and M. Mezghiche Bi-objective optimization algorithms for joint production and maintenance scheduling: application to the parallel machine problem, J. Intell. Manuf. 20 4 2009 389 400
    • (2009) J. Intell. Manuf. , vol.20 , Issue.4 , pp. 389-400
    • Berrichi, A.1    Amodeo, L.2    Yalaoui, F.3    Chatelet, E.4    Mezghiche, M.5
  • 5
    • 77958398767 scopus 로고
    • The convergence of a class of double-rank minimization algorithms
    • C. Broyden The convergence of a class of double-rank minimization algorithms IMA J. Appl. Math. 6 1 1970 76 90
    • (1970) IMA J. Appl. Math. , vol.6 , Issue.1 , pp. 76-90
    • Broyden, C.1
  • 6
    • 77955083008 scopus 로고    scopus 로고
    • The energy-efficiency benefits of pump-scheduling optimization for potable water supplies
    • S.M. Bunn, and L. Reynolds The energy-efficiency benefits of pump-scheduling optimization for potable water supplies IBM J. Res. Dev. 53 3 2009 1 13
    • (2009) IBM J. Res. Dev. , vol.53 , Issue.3 , pp. 1-13
    • Bunn, S.M.1    Reynolds, L.2
  • 7
    • 84855454452 scopus 로고    scopus 로고
    • Treatment of coking wastewater by an advanced Fenton oxidation process using iron powder and hydrogen peroxide
    • L. Chu, J. Wang, J. Dong, H. Liu, and X. Sun Treatment of coking wastewater by an advanced Fenton oxidation process using iron powder and hydrogen peroxide Chemosphere 86 4 2012 409 414
    • (2012) Chemosphere , vol.86 , Issue.4 , pp. 409-414
    • Chu, L.1    Wang, J.2    Dong, J.3    Liu, H.4    Sun, X.5
  • 8
    • 70149098664 scopus 로고    scopus 로고
    • A modified genetic algorithm approach for scheduling of perfect maintenance in distributed production scheduling
    • S. Chung, F. Chan, and H. Chan A modified genetic algorithm approach for scheduling of perfect maintenance in distributed production scheduling Eng. Appl. Artif. Intell. 22 7 2009 1005 1014
    • (2009) Eng. Appl. Artif. Intell. , vol.22 , Issue.7 , pp. 1005-1014
    • Chung, S.1    Chan, F.2    Chan, H.3
  • 9
    • 0030071964 scopus 로고    scopus 로고
    • Purification of high-salinity wastewater by activated sludge process
    • B. Dalmacija, E. Karlovic, Z. Tamas, and D. Miskovic Purification of high-salinity wastewater by activated sludge process, Water Res. 30 2 1996 295 298
    • (1996) Water Res. , vol.30 , Issue.2 , pp. 295-298
    • Dalmacija, B.1    Karlovic, E.2    Tamas, Z.3    Miskovic, D.4
  • 10
    • 84870055320 scopus 로고    scopus 로고
    • Dynamic neural networks with hybrid structures for nonlinear system identification
    • J. Deng Dynamic neural networks with hybrid structures for nonlinear system identification Eng. Appl. Artif. Intell. 26 1 2013 281 292
    • (2013) Eng. Appl. Artif. Intell. , vol.26 , Issue.1 , pp. 281-292
    • Deng, J.1
  • 11
    • 0014825610 scopus 로고
    • A new approach to variable metric algorithms
    • R. Fletcher A new approach to variable metric algorithms, Comput. J. 13 3 1970 317 322
    • (1970) Comput. J. , vol.13 , Issue.3 , pp. 317-322
    • Fletcher, R.1
  • 12
    • 27844473701 scopus 로고    scopus 로고
    • Energy saving in a deep well pump with splitter blade
    • M. Golcu, Y. Pancar, and Y. Sekmen Energy saving in a deep well pump with splitter blade, Energy Convers. Manag. 47 5 2006 638 651
    • (2006) Energy Convers. Manag. , vol.47 , Issue.5 , pp. 638-651
    • Golcu, M.1    Pancar, Y.2    Sekmen, Y.3
  • 14
    • 77954994660 scopus 로고    scopus 로고
    • Water pump scheduling system using scatter search, tabu search and neural networks the case of Bouregreg water system in Morocco
    • Hajji, M.; Fares, A.; Glover, F.; Driss, O.; 2010. Water pump scheduling system using scatter search, tabu search and neural networks the case of Bouregreg water system in Morocco. ASCE World Environmental and Water Resources Congress, pp. 822-832.
    • (2010) ASCE World Environmental and Water Resources Congress , pp. 822-832
    • Hajji, M.1    Fares, A.2    Glover, F.3    Driss, O.4
  • 15
    • 84863537691 scopus 로고    scopus 로고
    • Mitigating ammonia inhibition of thermophilic anaerobic treatment of digested piggery wastewater: Use of pH reduction, zeolite, biomass and humic acid
    • L. Ho, and G. Ho Mitigating ammonia inhibition of thermophilic anaerobic treatment of digested piggery wastewater: use of pH reduction, zeolite, biomass and humic acid Water Res. 46 14 2012 4339 4350
    • (2012) Water Res. , vol.46 , Issue.14 , pp. 4339-4350
    • Ho, L.1    Ho, G.2
  • 16
    • 0025751820 scopus 로고
    • Approximation capabilities of multilayer feedforward networks
    • K. Hornik Approximation capabilities of multilayer feedforward networks Neural Netw. 4 2 1991 251 257
    • (1991) Neural Netw. , vol.4 , Issue.2 , pp. 251-257
    • Hornik, K.1
  • 19
  • 20
    • 84856527344 scopus 로고    scopus 로고
    • Control of wind turbine power and vibration with a data-driven approach
    • A. Kusiak, and Z. Zhang Control of wind turbine power and vibration with a data-driven approach Renew. Energy 43 2012 73 82
    • (2012) Renew. Energy , vol.43 , pp. 73-82
    • Kusiak, A.1    Zhang, Z.2
  • 21
    • 45849103826 scopus 로고    scopus 로고
    • Ant colony optimization for optimal control of pumps in water distribution networks
    • M. Lopez-lbanez, T.D. Prasad, and B. Paechter Ant colony optimization for optimal control of pumps in water distribution networks ASCE J. Water Resour. Plan. Manag. 134 4 2008 337 346
    • (2008) ASCE J. Water Resour. Plan. Manag. , vol.134 , Issue.4 , pp. 337-346
    • Lopez-Lbanez, M.1    Prasad, T.D.2    Paechter, B.3
  • 22
    • 57349143448 scopus 로고    scopus 로고
    • Energy efficient control of variable speed pumps in complex building central air-conditioning systems
    • Z. Ma, and S. Wang Energy efficient control of variable speed pumps in complex building central air-conditioning systems, Energy Build. 41 2 2009 197 206
    • (2009) Energy Build. , vol.41 , Issue.2 , pp. 197-206
    • Ma, Z.1    Wang, S.2
  • 23
    • 84906075323 scopus 로고    scopus 로고
    • Machine health condition prediction via online dynamic fuzzy neural networks
    • Y. Pan, M. Er, X. Li, H. Yu, and R. Gouriveau Machine health condition prediction via online dynamic fuzzy neural networks, Eng. Appl. Artif. Intell. 35 2014 105 113
    • (2014) Eng. Appl. Artif. Intell. , vol.35 , pp. 105-113
    • Pan, Y.1    Er, M.2    Li, X.3    Yu, H.4    Gouriveau, R.5
  • 24
    • 79960173877 scopus 로고    scopus 로고
    • Modeling tool to support budgeting and planning decisions for pump overhauls
    • S.J. Richardson, and M.R. Hodkiewicz Modeling tool to support budgeting and planning decisions for pump overhauls ASCE J. Water Resour. Plan. Manag. 137 4 2011 327 334
    • (2011) ASCE J. Water Resour. Plan. Manag. , vol.137 , Issue.4 , pp. 327-334
    • Richardson, S.J.1    Hodkiewicz, M.R.2
  • 25
    • 34047122539 scopus 로고    scopus 로고
    • Considering scheduling and preventative maintenance in the flowshop sequencing problem
    • R. Ruiz, J. Carlos Carcia-Diaz, and C. Maroto Considering scheduling and preventative maintenance in the flowshop sequencing problem Comput. Oper. Res. 34 11 2007 3314 3330
    • (2007) Comput. Oper. Res. , vol.34 , Issue.11 , pp. 3314-3330
    • Ruiz, R.1    Carlos Carcia-Diaz, J.2    Maroto, C.3
  • 27
    • 84878881315 scopus 로고    scopus 로고
    • Modeling and prediction of gearbox faults with data-mining algorithms
    • A. Verma, Z. Zhang, and A. Kusiak Modeling and prediction of gearbox faults with data-mining algorithms ASME J. Sol. Energy Eng. 135 3 2013 031007-1 031007-11
    • (2013) ASME J. Sol. Energy Eng. , vol.135 , Issue.3 , pp. 03100701-03100711
    • Verma, A.1    Zhang, Z.2    Kusiak, A.3
  • 28
    • 67349189815 scopus 로고    scopus 로고
    • An enhanced genetic algorithm for bi-objective pump scheduling in water supply
    • Y. Wang, T. Chang, and J. Chen An enhanced genetic algorithm for bi-objective pump scheduling in water supply Expert Syst. Appl. 36 7 2009 10249 10258
    • (2009) Expert Syst. Appl. , vol.36 , Issue.7 , pp. 10249-10258
    • Wang, Y.1    Chang, T.2    Chen, J.3
  • 30
    • 84862956064 scopus 로고    scopus 로고
    • Models for optimization of energy consumption of pumps in a wastewater processing plant
    • Z. Zhang, and A. Kusiak Models for optimization of energy consumption of pumps in a wastewater processing plant ASCE J. Energy Eng. 137 4 2011 159 168
    • (2011) ASCE J. Energy Eng. , vol.137 , Issue.4 , pp. 159-168
    • Zhang, Z.1    Kusiak, A.2
  • 31
    • 84868559154 scopus 로고    scopus 로고
    • Minimizing pump energy in a wastewater processing plant
    • Z. Zhang, Y. Zeng, and A. Kusiak Minimizing pump energy in a wastewater processing plant Energy 47 1 2012 505 514
    • (2012) Energy , vol.47 , Issue.1 , pp. 505-514
    • Zhang, Z.1    Zeng, Y.2    Kusiak, A.3
  • 32
    • 84879922318 scopus 로고    scopus 로고
    • Development of efficient model predictive control strategy for cost-optimal operation of a water pumping system
    • X. Zhuan, and X. Xia Development of efficient model predictive control strategy for cost-optimal operation of a water pumping system IEEE Trans. Control Syst. Technol. 21 4 2013 1449 1454
    • (2013) IEEE Trans. Control Syst. Technol. , vol.21 , Issue.4 , pp. 1449-1454
    • Zhuan, X.1    Xia, X.2
  • 33
    • 84870907218 scopus 로고    scopus 로고
    • Optimal operation scheduling of a pumping station with multiple pumps
    • X. Zhuan, and X. Xia Optimal operation scheduling of a pumping station with multiple pumps, Appl. Energy 104 2013 250 257
    • (2013) Appl. Energy , vol.104 , pp. 250-257
    • Zhuan, X.1    Xia, X.2
  • 34
    • 1842686840 scopus 로고    scopus 로고
    • Operational optimization of water distribution systems using a hybrid genetic algorithm
    • J.E. van Zyl, D.A. Savic, and G.A. Walters Operational optimization of water distribution systems using a hybrid genetic algorithm, ASCE J. Water Resour. Plan. Manag. 130 2 2004 160 170
    • (2004) ASCE J. Water Resour. Plan. Manag. , vol.130 , Issue.2 , pp. 160-170
    • Van Zyl, J.E.1    Savic, D.A.2    Walters, G.A.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.