An Optimization-Based Approach for Facility Energy Management with Uncertainties

REFERENCES

• Anstett , M. and Kreider , J. F. 1999 . Application of neural networking model to predict energy use . ASHRAE Transactions , 99 ( 1 ) : 505 – 517 .
   Google Scholar
• Bertsekas , D. P. 1999 . Nonlinear programming
   Google Scholar
• Braun , J. E. 1990 . Reducing energy costs and peak electrical demand through optimal control of building thermal storage . ASHRAE Transactions , 96 ( 2 ) : 876 – 888 .
   Google Scholar
• Capehart , B. L. , Turner , W. C. and Kennedy , W. J. 2000 . Guide to Energy Management, , 3d ed
   Google Scholar
• Chen , H. X. , Chu , C. B. and Proth , J. M. 1998 . An improvement of the lagrangian relaxation for job shop scheduling: A dynamic programming method . IEEE Transaction on Robotics and Automation , 14 ( 5 ) : 786 – 795 .
   Google Scholar
• Chen , Y. H. and Lee , K. M. 1990 . Adaptive robust control scheme applied to a single-zone hvac system . ASHRAE Transactions , 96 ( 2 ) : 896 – 903 .
   Google Scholar
• Cheng , H. M. , Chen , C. , Cheng , C. and Chiu , C. An application of distributed air conditioning control network . Proc. of the 1998 American Control Conference . Vol. 6 , pp. 3420 – 3424 .
   Google Scholar
• Daryanian , B. and Norford , L. K. Minimum-cost control of HVAC systems under real time prices . Proceedings of the Third IEEE Conference . Vol. 3 , pp. 1855 – 1860 .
   Google Scholar
• Dhar , A. , Reddy , T. A. and Claridge , D. E. 1998 . Modeling hourly energy use in commercial building with Fourier series functional forms . Transactions of ASME: Journal of Solar Energy Engineering , Vol. 120 : 217 – 223 .
   Google Scholar
• Guan , X. , Luh , P. B. and Zhang , L. 1995 . Nonlinear approximation method in lagrangian relaxation-based algorithms for hydrothermal scheduling . IEEE Transactions on Power Systems , 10 ( 2 ) : 772 – 778 .
   Web of Science ®Google Scholar
• Hamdi , M. and Lachiver , G. A fuzzy control system based on the human sensation of thermal comfort . The 1998 IEEE International Conference . Vol. 1 , pp. 487 – 492 .
   Google Scholar
• Hasnain , S. M. , Alawaji , S. H. , A1-Ibrahim , A. and Smiai , M. S. 1999 . Application of thermal energy storage in Saudi Arabia . International Journal of Energy Research , 23 ( 2 )
   Google Scholar
• House , J. M. , Smith , T. F. and Arora , J. S. 1991 . Optimal control of a thermal system . ASHRAE Transactions , 97 ( 2 ) : 991 – 1001 .
   Google Scholar
• Keeney , K. R. and Brann , J. E. 1997 . Application of building precooling to reduce peak cooling requirements . ASHARAE Transactions , 103 ( 1 ) : 463 – 469 .
   Google Scholar
• Luh , P. B. , Xu , J. , Ni , E. and Karanam , R. An optimization-based approach for facility energy management with uncertainties . Proceedings of IFAC 2002 .
   Google Scholar
• Nagai , T. 2002 . Optimization method for minimizing annual energy, peak energy demand, and annual energy cost through use of building thermal storage . ASHRAE Transactions , 108 ( 1 ) : 43 – 53 .
   Google Scholar
• Nizet , J. L. , Lecomte , J. and Litt , F. X. 1984 . Optimal control applied to air conditioning in buildings . ASHRAE Transactions , 90 ( 1B ) : 587 – 600 .
   Google Scholar
• Pape , F. L. F. , Mitchell , J. W. and Beckman , W. A. 1991 . Optimal control and fault detection in heating, ventilating, and air-conditioning systems . ASHRAE Transactions , 97 ( 1 ) : 729 – 735 .
   Google Scholar
• Pegues , J. 2001 . White paper: The Benefits of 8760 Hour-By-Hour Building Energy Analysis
   Google Scholar
• So , A. T. P. , Chan , W. L. , Chow , T. T. and Tse , W. L. 1995 . A neural-network-based identifier/controller for modern HVAC control . ASHRAE Transactions , 101 ( 2 ) : 14 – 31 .
   Google Scholar
• Teeter , J. and Chow , M. 1998 . Application of function neural network to hvac thermal dynamic system identification . IEEE Trans. on Industrial Electronics , 45 ( 1 ) : 170 – 176 .
   Google Scholar
• Townsend , M. A. , Cherchas , D. B. and Abdelmessih , A. 1986 . Optimal control of a general environmental space . Journal of Dynamic System , 108 : 330 – 339 .
   Google Scholar
• Tse , W. L. and So , A. P. 2000 . Implementation of comfort-based air-handling unit control algorithms . ASHRAE Transactions , 106 ( 1 ) : 29 – 44 .
   Google Scholar
• Zaheer-uddin , M. and Zheng , G. R. 2001 . Multistage optimal operating strategies for HVAC systems . ASHRAE Transactions , 107 ( 1 ) : 346 – 352 .
   Google Scholar
• Zhang , L. and Luh , P. B. Confidence regions for cascaded neural network prediction in power markets . 2001 IEEE Power Engineering Society Winter Meeting . pp. 533 – 538 .
   Google Scholar