computational methods in energy management (2012)

7/30/2019 Computational Methods in Energy Management (2012)

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Ninzl} Ebiblneniv Blnivp

^ifnzpvbifmil vhn Ninzl} @cip~enz

Ebvvhn| Jz~`hci! Nf|bzf J~zinaa!

Ebzimx Hcaabifnz

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Tznpnivbvmci C~vamin

Vhn Ninzl} Ebiblneniv Blniv (NEB-

Zcan mi vhn nwcawmil nan`vzm`mv} ebzonv

@~zzniv pvbvn

^ifnzpvbifmil vhn ninzl} `~pvcenz Vhn hcen

Ninzl} pvczbln

C``~tbivp jnhbwmcz

@abppmg}mil hc~pnhcaf ninzl} cip~etvmci

Metam`bvmcip cg Ninzl} Ebiblneniv Blnivp

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Zngnzni`n;

EMV Ninzl} Jcx Tzckn`v

Vhn Ninzl} Jcx; @cetbzmil Ac`baa} B~vcebvnf @civzcaPvzbvnlmnp cg Znpmfnivmba Nan`vzm`mv} @cip~etvmci ~ifnz^i`nzvbmiv} Fbi Amwnilccf! NPF ThF :422

Bfwmpczp; Zm`hbzf Abzpci! Pvnwn Lzbwnp! Kme Omzvan}! Pvnwn@ciiczp

[ciba bif C``~tbi`}%Ecfnzbvmci gcz ZnpmfnivmbaPtb`n%@cifmvmcimil ~ifnz Fnebif%Fzmwni Nan`vzm`mv}Tzm`mil \cnm Amil Anc|! NPF ThF :42:

Bfwmpczp; Zm`hbzf Abzpci! Kme Omzvan}! Zc} \nap`h! Pvnwn@ciiczp


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Vhn Ninzl} Ebiblneniv Blniv

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Ninzl} Ebiblneniv Blniv (NEB-

Tzc`nppcz fnfm`bvnf vc ~icjvz~pmwna} tzcwmfmil `civmi~c~pecimvczmil bif ctvmem{nf `civzca cg ninzl} `cip~etvmci Ac`ba hbzf|bzn cz znecvna} hcpvnf pcgv|bzn

Mpcabvnf cz `ciin`vnf

Fzct mi @civzca cg ninzl} ~pmil fnwm`np! bp |naa bp lninzbvmci

Tzmebz} lcba mp vc znf~`n ninzl} `cpv vhzc~lh; Acbf phmgvmil bif fnebif ebiblneniv

@cipvbiva} ctvmem{nf `civzca! mifntnifniv cg ~pnz Eb`hmin anbzimil

[ciba `civzca

C``~tbi`} tznfm`vmci

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Ninzl} Ebiblneniv Blniv (NEB-

Tzc`nppcz fnfm`bvnf vc ~icjvz~pmwna} tzcwmfmil `civmi~c~pecimvczmil bif ctvmem{nf `civzca cg ninzl} `cip~etvmci Ac`ba hbzf|bzn cz znecvna} hcpvnf pcgv|bzn

Mpcabvnf cz `ciin`vnf

Fzct mi @civzca cg ninzl} ~pmil fnwm`np! bp |naa bp lninzbvmci

Tzmebz} lcba mp vc znf~`n ninzl} `cpv vhzc~lh; Acbf phmgvmil bif fnebif ebiblneniv

@cipvbiva} ctvmem{nf `civzca! mifntnifniv cg ~pnz Eb`hmin anbzimil

[ciba `civzca

C``~tbi`} tznfm`vmci

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Nwca~vmci cg vhn lzmf ebzonv

Anlb`} P~tta} gcaac|p fnebif! pvbvm` tzm`mil @cczfmibvn tc|nz lninzbvmci bif fmpvzmj~vmci vc ctvmebaa}

ebv`h fnebif

J~maf `btb`mv} vc ebv`h tnbo fnebifp

Fnebif Znptcipn MPC `civzcap fnebif @znbvn pn`cifbz} ebzonv gcz inlb|bvvp vc znf~`n tnbomil

acbf gcz eczn nggm`mniv lninzbvmci

Fmzn`v p~tta} bif fnebif |mvh `cip~enzp @cip~enzp ebi~baa} ctvmem{n jnv|nni `cpv bif `cegczv

NEB; b~vcebvnf znptcipmwn `cip~enz fnebif Vn`hicacl} zntab`np b`vmwn ebi~ba mivnzwnivmci

E~pv mivnlzbvn |mvh h~ebi jnhbwmcz bif nxmpvmil migzbpvz~`v~zn


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Znlznppmci Ecfnamil Nxbetan

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B~vcznlznppmci Nxbetan

BZ(t- mp bi b~vcznlznppmwn pnzmnp vhbv accop tvmen pvntp jb`o

BZ(4- mp k~pv |hmvn icmpn

BZ(2- mp bi mivnlzbvmci mg4112! jac|p ~t mg92! bif cp`maabvnp mg14

Mi lninzba! BZ(t- `bi cp`maabvn bv tnzmcf t cz

anpp mg vhn `cnggm`mnivp hbwn fmggnzniv pmlip! bifjac|p ~t mg vhn zccvp cg vhn `hbzb`vnzmpvm`tca}icemba hbwn b eblimv~fn lznbvnz vhbi 2

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B~vcznlznppmci Ecfnamil

@bi jn pcawnf |mvh b phmgvnf gnbv~zn wn`vcz Gnbv~zn fmenipmcibamv} bp anilvh(x-t

Nzzcz fzctp cgg

r~m`oa}! vhnigabvvnip

2=B~vcZnlznppmci Biba}pmp! Tb~a Jc~zon; hvvt;tb~ajc~zon)invemp`naabinc~pbz


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B~vcznlznppmci Ecfnamil Nxbetan

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B~vcznlznppmci P~eebz}

Enecz} ebonp pnipn gcz b vhnzeba p}pvne

Ecfnamil bmz emxmil bif hnbvmil g~zimv~zn

B~vcznlznppmci `biv jn jb`opcawnf gcz ET@

bp nbpma}

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Ninzl} Pvczbln

Vhnzeba ebpp

Phmgvbjan acbfp

Jbvvnzmnp

Baa pvczbln znr~mznp vmen%wbzmbi`n mi vhn `cpv cgg~na! jn`b~pn vhn} `bi baa jn pnni bp vmen%phmgvmil acbfp

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Vhnzeba Ebpp

Hnbvmil {cinp

mi`a) bttambi`np amon zngzmlnzbvczp! hcv |bvnz

hnbvnzp! nv`)

Pac| vc pvczn

Anbo}

@cegczv `c~af jn bi mpp~n

B~vcebvm`baa} ctvmem{nf j} vhn ET@

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t5

4)7

t5

4)

2) Tab`n O mimvmba tcmivpzbifcea} mi vhn ptb`n(mimvmba `nivzcmfp-

:) Bppmli nb`h fbvb tcmiv

vc vhn `acpnpv `nivzcmf0) @ba`~abvn vhn `nivzcmf cg

nb`h lzc~t cg tcmivp vclnv vhn in| `nivzcmf

6) Zntnbv : bif 0 ~ivma`nivzcmf ic acilnzecwnp


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Cjpnzwbvmci ptb`n

Vhn O%enbip balczmvhe

7>!244!4-

Icfn inv|czo

Nb`h icfn `cipmpvp cg

vctcaclm`ba tcpmvmci (x! }`cczfmibvn- bif wn`vcz cg

|nmlhvp cg o fmenipmciZbifcea} lninzbvnf icfn

inv|czo |mvh o 5 0 fmenipmcip


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Jbpm` PCEp Balczmvhe

2) Mimvmbam{n icfn inv|czo

:) Zbifcea} pnan`v

cjpnzwbvmci bif gmif

`acpnpv icfn0) P`ban inmlhjczmil

icfnp

6) Zntnbv :%6


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:) Zbifcea} pnan`v


jnpv ebv`hmil icfn0) P`ban inmlhjczmil

icfnp

6) Zntnbv :%6 ~ivma


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:) Zbifcea} pnan`v



icfnp

6) Zntnbv :%6

Gzce cjpnzwbvmci pnv!zbifcea} pnan`v mit~v

wn`vcz W

Pnbz`h baa icfnp! \!~pmil N~`amfnbi

fmpvbi`n gcze~ab

emi :

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2) Mimvmbam{n icfn inv|czo:) Zbifcea} pnan`v

cjpnzwbvmci bif gmif`acpnpv icfn

0) P`ban inmlhjczmil icfnp6) Zntnbv :%6


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:) Zbifcea} pnan`v



icfnp

6) Zntnbv :%6


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^pmil à~pvnzmil vc àbppmg}

nan`vzm`mv} `~pvcenzp

Acbf tzcgman îfnzpvbif ~pbln tzcgmanp bif hbjmvp

Baac| NEB cz MPC vc mfnivmg} hmlh`cpv `~pvcenz b`vmwmv}

Pnv `civzca balczmvhep cz tzm`mil

pvz~`v~znp bttzctzmbvna} Mit~v mp wn`vcz cg ninzl} ~pbln


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@abppmg} `~pvcenzp migzbpvz~`v~zn

NEBp `bi ~pn migczebvmci ci j~mafmil v}tn!

vhnzeba tzctnzvmnp! bif ac`bvmci vc `abppmg}

Lbvhnznf migczebvmci `bi jn ~pnf vc tzcwmfn

zn`ceenifbvmcip bif metzcwnf `civzca

@cetbzmpci jnv|nni inbzj} hcenp tzcwmfnp

migczebvmci bif mi`nivmwn vc `~pvcenzp


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Pbac! Gmiabif pv~f}

Lcba |bp vc `znbvn `cetbzmpci lzc~tp jbpnf cij~mafmil `hbzb`vnzmpvm`p

8!444 nan`vzm`ba `~pvcenzp

:< mit~v wbzmbjanp J~mafmil `cipvz~`vmci }nbz

# Gacczp

# Zccep

Ebvnzmba; `ci`znvn! jzm`o! |ccf! cvhnz

Hnbvmil; |bvnz! bmz! nan`vzm`! |ccf! icin

Gnbv~znp; pcabz tbina! pb~ib! B@! nv`

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Zpini! V)! Z~~pobini! K)! ' Ocanhebmini! E) (:448-) Znf~`mil ninzl} `cip~etvmci j} ~pmil

pnag%czlbim{mil ebtp vc `znbvn eczn tnzpcibam{nf nan`vzm`mv} ~pn migczebvmci)Bttamnf Ninzl}!

8>(=-! 804%864) fcm;24)2427k)btninzl}):44


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Fbvb `hbmi

^pnf PCE vc `cetznpp

bif wmp~bam{n fbvb

Zbi o enbip `a~pvnz gcz

pnwnzba fmggnzniv o wba~np

@a~pvnznf `cetbzmpci

lzc~tp bif `cetbznf

ninzl} `cip~etvmci

82

f f a


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Mifmwmf~ba `cetbzmpci

8:

Zpini! V)! Z~~pobini! K)! ' Ocanhebmini! E) (:448-) Znf~`mil ninzl} `cip~etvmci j} ~pmil

pnag%czlbim{mil ebtp vc `znbvn eczn tnzpcibam{nf nan`vzm`mv} ~pn migczebvmci)Bttamnf Ninzl}!

8>(=-! 804%864) fcm;24)2427k)btninzl}):44


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@cetbzmpci lzc~tp

@cetbzmil 2: `a~pvnzp j} ninzl} ~pn j} gaccz

bznb

Baac|p NEB vc `cetbzn tnzgczebi`n vc vhcpn

lzc~tp cz bznbp |hm`h bzn anbpv cz ecpvnggm`mniv

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Ninzl} Ebiblneniv vn`hicacl} mp


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Ninzl} Ebiblneniv vn`hicacl} mp

`zmvm`ba vc metb`v cg pebzv lzmf

86

@zmvm`ba gb`vczp gcz ninzl} ebiblneniv


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@zmvm`ba gb`vczp gcz ninzl} ebiblneniv

blniv bfctvmci

Ninzl} Tzm`np Znba Vmen Tzm`mil (ZVT-

Migzbpvz~`v~zn znbfminpp

Fmpvzmj~vnf lninzbvmci `btbjmamv} Fnwm`nbttambi`n `ciin`vnfinpp

@~pvcenz jnhbwmcz bif mi`nivmwnp

Vmnf vc ninzl} tzm`np Nf~`bvmci bif |maamilinpp vc vzbfn `cegczv gcz

pbwmilp

8>

M am m mf


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Metam`bvmcip ci lzmf

Lninzbvmci Znf~`n tnbo bif cwnzbaa fnebif! pmlimgm`biva} znf~`mil migzbpvz~`v~zn

miwnpveniv

Jbabi`n fnebif |mvh ici%fmptbv`hbjan ninzl} pc~z`np

Tcvnivmba gcz cp`maabvmci mi tzm`n bif fnebif

Tzm`n nwniv vzmllnzp pme~avbinc~p fnebif `hbiln

Hc~pnhcaf Jnvvnz `civzca cg hcen ninzl} ~pn

Pbwmilp |mvhc~v `cpva} ~tlzbfnp

Nbpn mivnlzbvmci cg fmpvzmj~vnf znin|bjanp

Eb`hmin anbzimil hbp vhn tcvnivmba vc metzcwn vhn tnzgczebi`n cgNEBp bif znf~`n cwnzbaa pvzbmi ci vhn nan`vzm`ba lzmf

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J o


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Jb`o~t

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computational methods in energy management (2012)

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