INTELIGENTNY SYSTEM PLANOWANIA PŁYNNOŚCI

INTELIGENTNY SYSTEM PLANOWANIA PŁYNNOŚCI

K#%[
%#+1%#%$$#+"%"%"
0$%%&C%"%-
)UA#
6WUHV]F]HQLH
+& +"
$ +- +,%& #
.
+"
*
.(&$"
&.-&..
&
& $ $/ + +& *" $!-
+-+,%&#
.6!++&.$)
%&$&'"&.&'++.(&&'+$%" +*!&'/
6/45 : . #$#?$' 4 #3#5 #(#"< 2'R/',# $', #;
2 2( < 0#'$- " "< ,.3 3+"##
/#5 /? 4A #/2 23 2.+ <*>
2R? 4 .? 2#= .$'# #+0## />- ',#>
/#*> ',#, /? = **+ $<= 2'R/',#A ';
*$,3.?/ =23'"+/#,+,#,#2( <0#'$-*,>;
#(+?' .*'2#/#*+,#0. A.2"*+$,*<=
2"###' ,+#$0#'$2'R/',A
: . 2> +,#, 2( < 0#'$- '3>" 2 2#*+
.#( 4 <4 2'R/',- $', (+?# ,.> 3+"## #;
"?<2*",>A##,*<=2 '*###,* 4<;
*>#0#'##(#"<2'R/',#A '*#'# ;
#$ ', ,+$ R, 4 3(> /#*>- #$ 0. .'$
#*$A #, 2 2#*+ ',R2## *" "*$ "/ *"+;
4*",>-B#, C2(#,*"*+4.32#=+,#,R2( ;
< 2'R/',#A ## , 2,/R 2 '$ , 0*#$
2,$#" 4/><*>2R? 4A
7 2( < 0#'$ .?# * ',#= ., ',#, #.A K, ',#, 2"3#$ # +',#"+ #,< '*#S*>
2( < 2#+ # /"#' , .#$,*+ /,3
[
.3 ?A- !' ,, "3>'*- & #( *. ###- +"A 3>#
G-QG;OQ"#J>#-.A"4ZA+A3#A2"
,"3, ' ',.2"###2( <0#'$D
FMI
/#5 /? 4 2>#+ 4 #,<#. 224 *'>A
:#*2 *(#.?# .='*#S*2( </?$',# "#$R
2.R .#$,*. /, . 2'R/',# #2#'#.- #"?<#.
<*#. 2R? . #/##. /? .A #,.#', ',+.;
$ #.$ 2( < 2'R/',# * ',# ',#$
0.#$22( #4<*>2R? 4A
2( 2R? .?# 2"##= * ',#. 2".## <;
*>2R? 4A:3#"#$#2/3#2#+#',R2+$,#2 8*;
<"23 2 4>'2#? -'##2( > #,*>-
*<" 2.+ <*> 2R? 4A 2 +#3R- ? ,. 3+;
"##/#5#"?'#.32'R/',#-42"##4+$
'R.$' .2..2<?2"##2( +#"?<A#;
, 2 2#*+ /#5 / ',#>- *,> ' <<" #
"*<'2#? #2#'>-,'#.2'R/',',#, +;
$ ,. 2(#,<A #,.#', 2'R/', .# # #$ 3# 2( # ,. 3+"## #"?< 2 /R ^F_A ,3 2+
#, *+" #?# $', * ',# 22#3 #R# '#;
##2( >A
+< 2 '*#. R, 4 S>( 0#'## # *',#.
, $3 2 '*## *#2,#(+ .2"*+$ ## 22##$ 2;
.<*>2R? 42#+2'##22'R/',#';
/ A & # 22 $ .# 2##.,> *> 2( #$ 4 #
22#R2( <.?',#='2#,,4*#.',+$,"3$2#;
, . 2A # '#4 + 4 2 2#*+ '+*## #"?<
3.# . 2 0.R #4+. # 4 /#4 . , 4
2 2#*+-3 2'##0.#$.#$4##*,2 $ A
8A9 >
%2#, ##$',*"#'#.#( 4<42'R/',4#" 4 ;
* ',+$#',##,3#' ',. 0.#, , 2+%A
#2( <=0#'2'R/',.#2( " *>-#
2 *(#8"*<='2#? -',+*,+#*",>-',#> *',>3>";
4A $R,#$.<=/+?,+'2#? # ',R2##'2#? *;
,$A+?,'2#? 2# # $',"#*#?3*"+3*",#
"##0.#$#,.#,22$.R '2#?3,>*;
+3"R.'*,##'2#? .,..3+"##
#"?<A
",>4+$.#,"<=2(#,#A
#2',#/# # 42'R/',##,<, 4,#'#*$
'2#? #',R2+$ #2 #3,.+'2( +#"?<-
#/ ',#,+',#"= #,<= 2( > *"$ 4 *'#4 4 ,+ 2"#;
##A $R,Q;.'R 4 ,2"###.'R .*'.
FMO
K#%"4
#*,+#"#$ 2"#+A 7# * ', # +# 2##3 ' ',.+
/$.+$F',#,4.'R A
+*##$',2S#2 ,#8 * ',#2##3' ',;
.++.?"#+ '*#232( <0#'$*(#<3;
' , 4#' * ', # 4 , . "+ 2$<=- "# R/$
*"#' 2 2#*>A
/ ;4! 9
7
& 22#$ ., '## 2( > / # 'R 22 ;
# #"?< ',R2+$ 4 /# # 4- #*(#$ 2.R #,<#. ,#'#*$ '2#? #2>S. 3+"#+ #"?<
2/RA*<",.>'2( +#"?<'2#? -2',#;
+ ,.#. #,*> 2#"# # #2.+ <*> 2;
R? 4## .4 2"###A
K,#,#'*(##'R#',R2+$ 4,#2>^-I_8
d * ',# ., *"#' 0*#$ /$ *<"# 3+(
2,* 42##.,>0+*$2 #"?</>. , 4-
d * ',# ' ',.+ . ,;+3 2 ## 2#;
#.,>0+*$2 #"?</>. , 4-
d * ',# R/$/# 3+(2"###2( <2;
223#2( >'2#? -
d * ',# #$ /# 3+( 3## 22 $
.# *>2( #$ 4#2( <=0#'A
& ',R2#',,$.<#2 *(#,"<2(#,$-.2";
*+$ * ',# 2$<#- *,>3 4 $', + 'R # 2',# #;
4 2.# 4 ##2,# .#A 3 , 2+ (#<< *#+$
',+'+^O-G_A
( 2 , 4 4 2$<. /> . , 4
#.#4 $3 ' ',.+ 4 / 3 +.?"# + 'R # 2',#
# 4 2.# 4- 2,## *.2",$ 2 $$
#,2,#$R, .# 4 *>A&,'2'>/".+$'R#R
2"3#$#/#*+.?"<,2,#$+',#" 42##.,>##R
' ',.>. , 4, . 0*#$2##.,>0+*$2 #"?<
2#+#2.#A
2$#,3#$22#3. ,;+3' ',.+',#(#
2',### 'AFA
,QWHOLJHQWQ\V\VWHPSODQRZDQLDSá\QQRĞFLILQDQVRZHM«
5\V2JyOQDNRQFHSFMDV\VWHPXUR]P\WRQHXURQRZHJR
ħUyGáRRSUDFRZDQLHZáDVQHQDSRGVWDZLH>@
1DMZDĪQLHMV]ą IXQNFMĊ ZV\VWHPLH SU]HGVWDZLRQ\P QD U\V VSHáQLD EORN
ZQLRVNRZDQLD NWyU\ GRNRQXMH ZQLRVNRZDQLD QD SRGVWDZLH ZLHONRĞFL ZHMĞFLR
Z\FKLED]\UHJXáNRU]\VWDMąF]ORJLNLUR]P\WHM
3U]HGVWDZLRQ\ V\VWHP GRNRQXMH SRSUDZQHJR ZQLRVNRZDQLD MHĪHOL UHJXá\
ZED]LH UHJXá VWDQRZLąFH ZLHG]Ċ V\VWHPX RUR]ZLą]\ZDQ\P SUREOHPLH Vą GR
EUDQHZVSRVyEZáDĞFLZ\5HJXá\WHPRJąE\üSR]\VNLZDQHRGHNVSHUWyZSR
GREQLH MDN ZV\VWHPDFK HNVSHUWRZ\FK OXE PRJą ]RVWDü Z\]QDF]RQH DXWRPD
W\F]QLH QD SRGVWDZLH FLąJX XF]ąFHJR ]DZLHUDMąFHJR Z]RUFRZH SDU\ ZDUWRĞFL
ZHMĞFLRZ\FKLZ\MĞFLRZ\FK-HĪHOLV\VWHPSRWUDILVDPRG]LHOQLHGRELHUDüUHJXá\
F]\OL]GRE\ZDüZLHG]ĊRUR]ZLą]\ZDQ\PSUREOHPLHQDSRGVWDZLHSU]\NáDGyZ
]FLąJX XF]ąFHJR WR PRĪQD PyZLü RSHZQHM LQWHOLJHQFML V\VWHPX 7DNLVSRVyE
SR]\VNLZDQLDZLHG]\RGE\ZDVLĊSRSU]H]XF]HQLHDXF]HQLHMHVWJáyZQ\PDWU\
EXWHPLQWHOLJHQFML>@
: V\VWHPLH SU]HGVWDZLRQ\P QD U\V XF]HQLHMHVW UHDOL]RZDQHSU]\ Z\NR
U]\VWDQLX VLHFL QHXURQRZ\FK LSROHJD QD XVWDOHQLX SDUDPHWUyZ IXQNFML SU]\QD
OHĪQRĞFL]ELRUyZUR]P\W\FKZ\VWĊSXMąF\FKZUHJXáDFK
:LHG]DZWDNLPV\VWHPLHMHVWUHSUH]HQWRZDQD]DUyZQRZVSRVyEV\PEROLF]
Q\ Z IRUPLH UHJXá MDN LQLH V\PEROLF]Q\ ± ZSRVWDFL ZDJ LSRáąF]HĔ 661
6\VWHP áąF]ąF\ FHFK\ V\VWHPyZ UR]P\W\FK RUD] 661 FKDUDNWHU\]XMąF\ VLĊ
]GROQRĞFLą XF]HQLD RUD] UHJXáRZą UHSUH]HQWDFMą ZLHG]\ SU]HGVWDZLRQHM
ZVSRVyEV\PEROLF]Q\OLQJZLVW\F]Q\ PRĪQDQD]ZDüV\VWHPHPLQWHOLJHQWQ\P
>@
3U]\NáDG
3RQLĪV]\ SU]\NáDG ]RVWDá ]QDF]ąFR XSURV]F]RQ\ ]H Z]JOĊGX QD GRVWĊSQRĞü
PLHMVFDLSU]HMU]\VWRĞü'HPRQVWUXMHRQPRĪOLZRĞFL]ZLą]DQH]Z\NRU]\VWDQLHP
SURSRQRZDQHJR SRGHMĞFLD ,PSOHPHQWDFMD NRPSXWHURZD SU]HGVWDZLRQHM Z\ĪHM
FMQ
K#%"4
., -<'*+23#.', .K#,"#/}-2#(#2',##
,"3,3 ',.+"###( <X#'$XA
&"+ ##23 2( >2#+22#.,R-
/# # 42'R/',#',#$#.2,##, ,#'#*;
$ '2#? A # $< ' ',.+ ',#$ 2#8 (+3<= * ,+ *+;
2*3 0#3 *",- "*<= '*,#-#,<= ,#'#*$ '2#;
? -, 2,#+-2>S',#,#+*",#\# $<' ',.+;
2>S2(#,<#"?<2/RA
!? ,** .? #= . 4 ?$ . 4 >? *- #/ '2#= ',R2# ,+#" 4 #"?< 2.R ;
. *#.#2>S.2(#,<#"?<2*",#A
## 2( > 22# . 2$<+ 2# 'R # +',#"+
(+3<2>S#'2( #"?<*",# * ',#.' ',.+
. ,;+3A#',R2,$#,<###$',(+3<=* ,+
*+2*3-#/ ',#, # =#,<=2( >A
X +.?"# 23# 2.+ <*> 2R? 4
* ',#. 22#3 # *"#' 3 2$<#- ##',R2 2;
>#$#*<23 3#'( 42A 'AA
4/8/"##2( <0#'$X
e>(82##(#'
2> ## 23 <*> 2R? 4- '+*# #"?<
#2'# /# 3+(- ' >? * ', # *<"# 22 $
.# *>22##$ 42( <=0#'A3, 2+0.#$'
'3>"',,' ,+#$23#3/+<*>2R? 4
/#*+.?"<2 '*##R, 4*#2,#(>A *(#. .?/ =
3# (+3< * ,+ *+2*3 "# /# 4 />A
&' ,+#$-3 *"#"? ,3'#.3, 2+3+"+$'$#"?<
2/ .2>S.-#,.#',2'##$>?$(+3<* ,*+2*-
22+$'R$.+4'*>$3(+3<^I_A3#$+22;
$.#(+3<* ,+*+2*3'#',R2',##/,#.
,"3, ' ',.2"###2( <0#'$D
FMM
#3 *",#- #/ + '*#= 0.#$ 23#$ #,< <$;
' 4 2( >A &, '2'>/ ',#$ *<" #*' 22# 2( <
0#'$A
F/4
& 2# ',#( #22# * ',# ' ',.+ . ,;
+3 2"### 2( < 0#'$ 2'R/',A !? ;
,<=2',#$., $','3>"#2 2#*+#;
$.<',+*,+ '2#? (+3*",>4,"<2(#,$-
* *"#' 2$<#+',#"##2( <#A#2,# ' ',.
2"### 2( < #$ 'R '3>" #,#* $ '*, .#( 4
<42'R/',#4-*,>#(#$# #$2 '"$**+$-
.+' ' #*2,## (+? 4 ,.> 3+"## #"?<
', '4*",>2 '*###,* 4S>(0#'##';
$$#(#"<A
$EVWUDFW
'
+++
'#)-
$+--K"'
/
'
$
'-
"
#+
/'2$+-+
"
'
++ -
' $ "- &&
&1- +$/
'
-"'&$+
#'&1-++&'
-
''
++
-++&'
-
/""-'
'
'-
6'&
$+1'-K"-1-/
A>:B
^F_%"4KA-
"+3A7A-&#?#A-'++-&#"$&'K
'&
'#-+--8$++-$
+
$$- A :A #'*- 'A QQ;MI- & A ",4* )>*$-
)>SMA
^_%"4KA-
&'"(!"&'"++,)
-!%&+"
*
-8##+*', ,+,+3##$
###",4*&(#'*$-I-'AG;EM-&(#MA
^I_ %"4 KA- ' # #)- $ $ " &- #
-K"
$--
-K##3.,-"AFIA
^O_%+,*'*#7A-"5'*KA-%+,*'*A-&6-$)
&
$$-&-&#'##-FEEEA
^G_"5'*:AA--
$("/+-&-
&#'##-A
%,8
',0 #