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SEMI-DEFINITE OPTIMIZATION  FOR  SECURITY CONSTRAINT INTELLIGENT  UNIT COMMITMENT Under the Esteemed guidance  of  Asst.Prof. Mr.  B.DURGA PRASAD Submitted  by M.RAMU
Objective ,[object Object],[object Object]
Unit Commitment ,[object Object],[object Object],[object Object],[object Object]
Limitations of conventional unit commitment ,[object Object],[object Object],[object Object],[object Object],[object Object]
WHY SDP ,[object Object],[object Object],[object Object],[object Object]
SDP to solve UC ,[object Object],[object Object],[object Object],[object Object]
Objective function Formation of SDP problem Primal: Dual: Min.A 0  .  X   max  .  b T y s.t.A t   .  X = b i  i = 1,
,m   X ≄0 L(X , y) = A 0   .  X − ” ln |X| − y i (b i  − A i   .  X) The Lagrangian function is
Unit commitment Objective function formation This objective function followed by various constraints 1.power balance constraints. 2.transmission flow constraints. 3.spinning and operating reserves. 4.ramp rate limitations. 5.start up and shut down characteristics of units. 6.active power limits. 7.Reactive power limits. 8.bus voltage limit.
SCUC reformulated as SDP Solution ,[object Object],[object Object],[object Object],[object Object]
Process of solving SDP based SCUC problem
Case study
Formulae ,[object Object],[object Object],[object Object],[object Object]
Work on possibilities ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Cont’ ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Cont’ ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Cont’ ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Securing un-Expected states ,[object Object],[object Object],[object Object],[object Object],[object Object]
Results ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],X =16875  16300  16300   Y = 1250  500  500     L = 13.6430  32.9574  32.9574 13.6348  32.9369  32.9369 13.6295  32.9237  32.9237 13.6263  32.9157  32.9157 13.6265  32.9163  32.9163 13.6310  32.9274  32.9274 13.6415  32.9537  32.9537 13.6586  32.9964  32.9964 13.6677  33.0193  33.0193 13.6788  33.0471  33.0471 13.6865  33.0664  33.0664 13.6926  33.0816  33.0816 13.6976  33.0941  33.0941 13.6988  33.0969  33.0969 13.7031  33.1077  33.1077 13.7167  33.1418  33.1418 13.7321  33.1802  33.1802 13.7013  33.1034  33.1034 13.7007  33.1018  33.1018 13.6937  33.0842  33.0842 13.6936  33.0841  33.0841 13.6853  33.0634  33.0634 13.6585  32.9961  32.9961 13.6526  32.9814  32.9814
Cont’ ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Cont’ ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Mat lab logic for SCUC ,[object Object],[object Object],[object Object]
Conclusion and future scope ,[object Object],[object Object],[object Object]
References ,[object Object],[object Object],[object Object],[object Object],[object Object]
Thank U

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Unit Commitment

  • 1. SEMI-DEFINITE OPTIMIZATION FOR SECURITY CONSTRAINT INTELLIGENT UNIT COMMITMENT Under the Esteemed guidance of Asst.Prof. Mr. B.DURGA PRASAD Submitted by M.RAMU
  • 2.
  • 3.
  • 4.
  • 5.
  • 6.
  • 7. Objective function Formation of SDP problem Primal: Dual: Min.A 0 . X max . b T y s.t.A t . X = b i i = 1,
,m X ≄0 L(X , y) = A 0 . X − ” ln |X| − y i (b i − A i . X) The Lagrangian function is
  • 8. Unit commitment Objective function formation This objective function followed by various constraints 1.power balance constraints. 2.transmission flow constraints. 3.spinning and operating reserves. 4.ramp rate limitations. 5.start up and shut down characteristics of units. 6.active power limits. 7.Reactive power limits. 8.bus voltage limit.
  • 9.
  • 10. Process of solving SDP based SCUC problem
  • 12.
  • 13.
  • 14.
  • 15.
  • 16.
  • 17.
  • 18.
  • 19.
  • 20.
  • 21.
  • 22.
  • 23.