Software para apoio ao projeto de ambientes RFID

Software para apoio ao projeto de ambientes RFID

Software para apoio ao projeto de ambientes
RFID aplicado a modelos de predição
>ĞŽŶĂƌĚŽƵŐƵƐƚŽ^ĄƉŝƌĂƐϭ | ǀĞƌƚŽŶ>ƵşƐĞƌnjϮ
Resumo
ƐƚĞĂƌƟŐŽĂƉƌĞƐĞŶƚĂŽƐƌĞƐƵůƚĂĚŽƐĚĞƵŵĂƉĞƐƋƵŝƐĂĞdžƉĞƌŝŵĞŶƚĂůƋƵĞƚĞǀĞƉŽƌ
ĮŶĂůŝĚĂĚĞĚĞƐĞŶǀŽůǀĞƌƵŵƐŽŌǁĂƌĞ͕ĚĞŶŽŵŝŶĂĚŽZ&ϯ͕ƋƵĞƉŽĚĞĂƵdžŝůŝĂƌŽƉƌŽũĞƚŽĚĞ
ĂŵďŝĞŶƚĞƐZ&/ĂƉůŝĐĂĚŽĂŵŽĚĞůŽƐĚĞƉƌĞĚŝĕĆŽ͕ƉĞƌŵŝƟŶĚŽĂƐƐŝŵ ƋƵĞŽƐƉƌŽďůĞŵĂƐ
ĞdžŝƐƚĞŶƚĞƐŶĂĄƌĞĂĚĞƉƌŽũĞƚŽĚĞĂŵďŝĞŶƚĞƐZ&/ƐĞũĂŵƌĞƐŽůǀŝĚŽƐĐŽŵŵĂŝŽƌĨĂĐŝůŝĚĂĚĞ
ĞĞŵŵĞŶŽƌƚĞŵƉŽ͘KƐŽďũĞƚŽƐ͕ďĞŵĐŽŵŽĂƐƐƵĂƐĐĂƌĂĐƚĞƌşƐƟĐĂƐ͕ĂƚƌŝďƵşĚŽƐĂŽƉƌŽũĞƚŽ
ĚĞĂŵďŝĞŶƚĞƉŽĚĞƌĆŽƐĞƌƉĞƌƐŽŶĂůŝnjĂĚŽƐ͕ĞƚŽĚĂƐĂƐŝŶĨŽƌŵĂĕƁĞƐĞdžŝƐƚĞŶƚĞƐƐĞƌĆŽĞŶǀŝĂdas para um tĞď^ĞƌǀŝĐĞ^KW͕ƋƵĞƉƌŽĐĞƐƐĂƌĄƚĂŝƐŝŶĨŽƌŵĂĕƁĞƐĞĚĞǀŽůǀĞƌĄĂŽZ&ϯŽƐ
ƌĞƐƵůƚĂĚŽƐŽďƟĚŽƐ͘
WĂůĂǀƌĂƐͲĐŚĂǀĞ͗Z&/͘tĞď͘^KW͘WƌŽũĞƚŽĚĞĂŵďŝĞŶƚĞƐ͘
ďƐƚƌĂĐƚ
dŚŝƐƉĂƉĞƌƉƌĞƐĞŶƚƐƚŚĞƌĞƐƵůƚƐŽĨĂŶĞdžƉĞƌŝŵĞŶƚĂůƌĞƐĞĂƌĐŚ͕ǁŚŝĐŚŐŽĂůǁĂƐƚŽĚĞǀĞůŽƉƐŽŌǁĂƌĞZ&ϯ͘^ƵĐŚĚĞǀŝĐĞƐŚŽƵůĚďĞƵƐĞĨƵůƚŽƚŚĞZ&/ĞŶǀŝƌŽŶŵĞŶƚƉƌŽũĞĐƚǁŚĞŶ
ĂƉƉůŝĞĚƚŽƉƌĞĚŝĐƟŽŶŵŽĚĞůƐĂƐŝƚĞŶĂďůĞƐĞdžŝƐƟŶŐƉƌŽďůĞŵƐŝŶƚŚĞĂƌĞĂŽĨZ&/ĞŶǀŝƌŽŶŵĞŶƚƉƌŽũĞĐƚƚŽďĞƐŽůǀĞĚŝŶĂŶĞĂƐŝĞƌĂŶĚĨĂƐƚĞƌǁĂLJ͘ůůŽďũĞĐƚƐĐŽŶŶĞĐƚĞĚƚŽƚŚĞĞŶǀŝƌŽŶŵĞŶƚƉƌŽũĞĐƚĂƐǁĞůůĂƐƚŚĞŝƌĨĞĂƚƵƌĞƐĐĂŶďĞĐƵƐƚŽŵŝnjĞĚ͕ĂŶĚĂůůĞdžŝƐƟŶŐŝŶĨŽƌŵĂƟŽŶ
ǁŝůůďĞƐĞŶƚƚŽĂ^KW^ĞƌǀŝĐĞ͕ǁŚŝĐŚǁŝůůƉƌŽĐĞƐƐŝƚĂŶĚƐĞŶĚƚŚĞƌĞƐƵůƚƐďĂĐŬƚŽZ&ϯ͘
<ĞLJǁŽƌĚƐ͗Z&/͘tĞď͘^KW͘ŶǀŝƌŽŶŵĞŶƚWƌŽũĞĐƚ͘
ϭ/ŶƚƌŽĚƵĕĆŽ
Z&/͕ ŽƵ /ĚĞŶƟĮĐĂĕĆŽ ƉŽƌ ZĄĚŝŽ &ƌĞƋƵġŶĐŝĂ͕ Ġ Ă ĚĞŶŽŵŝŶĂĕĆŽ ƉĂƌĂ ƐŝƐƚĞŵĂƐ
ĐŽŵƉŽƐƚŽƐĚĞĚŝƐƉŽƐŝƟǀŽƐĞůĞƚƌƀŶŝĐŽƐƋƵĞƉĞƌŵŝƚĞŵƌĞĂůŝnjĂƌŝĚĞŶƟĮĐĂĕƁĞƐ͕ƵƟůŝnjĂŶĚŽ
comunicação por radiofrequência entre os elementos básicos que compõem este sis'ƌĂĚƵĂĚŽĞŵ^ŝƐƚĞŵĂƐĚĞ/ŶĨŽƌŵĂĕĆŽƉĞůĂƐ&ĂĐƵůĚĂĚĞƐ/ŶƚĞŐƌĂĚĂƐĚĞdĂƋƵĂƌĂͲ&ĂĐĐĂƚͲdĂƋƵĂƌĂ͕Z^͘
[email protected]
&ĂĐƵůĚĂĚĞƐ/ŶƚĞŐƌĂĚĂƐĚĞdĂƋƵĂƌĂͲ&ĂĐĐĂƚͲdĂƋƵĂƌĂ͕Z^͘KƌŝĞŶƚĂĚŽƌ͘
ĞǀĞƌƚŽŶΛĨĂĐĐĂƚ͘ďƌͲŚƩƉ͗ͬͬůĂƩĞƐ͘ĐŶƉƋ͘ďƌͬϰϵϱϲϰϵϱϰϮϳϯϭϮϳϬϮ
ϭ
Ϯ
Universo Acadêmico, Taquara, v. 5, n. 1, jan./dez. 2012. | 199
ƚĞŵĂ͗ŽĞƋƵŝƉĂŵĞŶƚŽŝŶƚĞƌƌŽŐĂĚŽƌ;ŽƵůĞŝƚŽƌͿ͕ĂŶƚĞŶĂƐĞĂƐĞƟƋƵĞƚĂƐĚĞŝĚĞŶƟĮĐĂĕĆŽ͕
ƚĂŵďĠŵĐŽŶŚĞĐŝĚĂƐĐŽŵŽTAGs;,dd͖'>KsZ͕ϮϬϬϲͿ͘
WĞĚƌŽƐŽ͕ǁŝĐŬĞƌĞ^ŽƵnjĂ;ϮϬϬϵͿĂĮƌŵĂŵƋƵĞĂƚĞĐŶŽůŽŐŝĂZ&/ĞƐƚĄĞŵĐƌĞƐĐĞŶƚĞĞdžƉĂŶƐĆŽ͘EŽĞŶƚĂŶƚŽ͕ĂŝŶĚĂĞdžŝƐƚĞŵĚŝǀĞƌƐŽƐƉƌŽďůĞŵĂƐƋƵĞŝŵƉĞĚĞŵĂŝŵƉůĂŶƚĂĕĆŽ
ĚĞƐƚĂƐŽůƵĕĆŽ͕ĐŽŵŽŽĂůƚŽĐƵƐƚŽĞĂŶĞĐĞƐƐŝĚĂĚĞĚĞƚĞƐƚĞƐĚĞǀĞƌŝĮĐĂĕĆŽİƐŝĐĂƉĂƌĂĐŽŶĮŐƵƌĂƌĂĚĞƋƵĂĚĂŵĞŶƚĞŽĂŵďŝĞŶƚĞŽŶĚĞŽZ&/ƐĞƌĄƵƐĂĚŽ͘WĂƌĂƌĞƐŽůǀĞƌĞƐƐĞƉƌŽďůĞŵĂ͕ƉƌŽƉƀƐͲƐĞĂĐƌŝĂĕĆŽĚĞƵŵƐŽŌǁĂƌĞƉĂƌĂĂƉŽŝŽĂŽƉƌŽũĞƚŽĚĞĂŵďŝĞŶƚĞƐZ&/͕ƋƵĞ
ƉŽƐƐŝďŝůŝƚĞĂƌĞĂůŝnjĂĕĆŽĚĞƐŝŵƵůĂĕƁĞƐ͕ƉŽƌŵĞŝŽĚĞŵŽĚĞůŽƐĚĞƉƌĞĚŝĕĆŽ͘dĂůƐŽŌǁĂƌĞ foi
ĚĞŶŽŵŝŶĂĚŽZ&ϯ͕ĨĂnjĞŶĚŽƵŵĂĂŶĂůŽŐŝĂĂƐƉĂůĂǀƌĂƐZ&/Ğϯ;ƚƌġƐĚŝŵĞŶƐƁĞƐͿ͘
ƐƚĞĂƌƟŐŽĂƉƌĞƐĞŶƚĂŽƐƌĞƐƵůƚĂĚŽƐĚĞƵŵĂƉĞƐƋƵŝƐĂĞdžƉĞƌŝŵĞŶƚĂůƋƵĞƚĞǀĞƉŽƌ
ĮŶĂůŝĚĂĚĞĚĞƐĞŶǀŽůǀĞƌƵŵƐŽŌǁĂƌĞ͕ĚĞŶŽŵŝŶĂĚŽZ&ϯ͕ƋƵĞƉŽĚĞĂƵdžŝůŝĂƌŽƉƌŽũĞƚŽĚĞ
ĂŵďŝĞŶƚĞƐZ&/ĂƉůŝĐĂĚŽĂŵŽĚĞůŽƐĚĞƉƌĞĚŝĕĆŽ͕ƉĞƌŵŝƟŶĚŽĂƐƐŝŵ ƋƵĞŽƐƉƌŽďůĞŵĂƐ
ĞdžŝƐƚĞŶƚĞƐŶĂĄƌĞĂĚĞƉƌŽũĞƚŽĚĞĂŵďŝĞŶƚĞƐZ&/ƐĞũĂŵƌĞƐŽůǀŝĚŽƐĐŽŵŵĂŝŽƌĨĂĐŝůŝĚĂĚĞ
e em menor tempo.
KƚƌĂďĂůŚŽƉŽƐƐƵŝĂƐĞŐƵŝŶƚĞĞƐƚƌƵƚƵƌĂ͗ŶĂƐĞĕĆŽϮ͕ƚĞŵͲƐĞŽƌĞĨĞƌĞŶĐŝĂůƚĞſƌŝĐŽ͕
ĂƐĞĕĆŽϯĂƉƌĞƐĞŶƚĂĂŵĞƚŽĚŽůŽŐŝĂ͕ĂƐĞĕĆŽϰĂƉŽŶƚĂŽƐƌĞƐƵůƚĂĚŽƐŽďƟĚŽƐƉŽƌŵĞŝŽ
ĚĞĂůŐƵŶƐĞdžƉĞƌŝŵĞŶƚŽƐƋƵĞĨŽƌĂŵƌĞĂůŝnjĂĚŽƐĞĂƐĞĕĆŽϱƚƌĂnjĂƐĐŽŶĐůƵƐƁĞƐĚŽĞƐƚƵĚŽ͘
ϮZĞĨĞƌĞŶĐŝĂůƚĞſƌŝĐŽ
Ϯ͘ϭZ&/
ŶĞĐĞƐƐŝĚĂĚĞĚĞŝĚĞŶƟĮĐĂĕĆŽĂƵƚŽŵĄƟĐĂĚĞƉƌŽĚƵƚŽƐĞŝƚĞŶƐĞdžŝƐƚĞĞŵĚŝǀĞƌƐŽƐ
ƌĂŵŽƐĐŽŵĞƌĐŝĂŝƐĞŝŶĚƵƐƚƌŝĂŝƐ͘WŽƌŵĞŝŽĚĂŝĚĞŶƟĮĐĂĕĆŽĂƵƚŽŵĄƟĐĂ͕ĠƉŽƐƐşǀĞůŽďƚĞƌ
ĚŝǀĞƌƐĂƐŝŶĨŽƌŵĂĕƁĞƐƐŽďƌĞƉĞƐƐŽĂƐ͕ĂŶŝŵĂŝƐĞƉƌŽĚƵƚŽƐ͘WĂƌĂŝƐƐŽ͕ĨŽƌĂŵĚĞƐĞŶǀŽůǀŝĚĂƐ
ĚŝǀĞƌƐĂƐƚĞĐŶŽůŽŐŝĂƐƋƵĞƚġŵĐŽŵŽŽďũĞƟǀŽƌĞĂůŝnjĂƌƚĂůĂƟǀŝĚĂĚĞĚĞĨŽƌŵĂĞĮĐĂnj͘ůŐƵŵĂƐƐŽůƵĕƁĞƐƐĆŽ͗ŝͿſĚŝŐŽƐĚĞĂƌƌĂƐ͕ƵƟůŝnjĂĚŽŐůŽďĂůŵĞŶƚĞƉĂƌĂŝĚĞŶƟĮĐĂĕĆŽĚĞďĞŶƐ͕
ĂůĠŵĚĞƉŽƐƐƵŝƌĚŝǀĞƌƐŽƐĨŽƌŵĂƚŽƐĞƉĂĚƌƁĞƐĚĞĐſĚŝŐŽ͖ŝŝͿŝŽŵĞƚƌŝĂ͕ƋƵĞƌĞĂůŝnjĂĂŝĚĞŶƟĮĐĂĕĆŽĂƚƌĂǀĠƐĚŽƌĞĐŽŶŚĞĐŝŵĞŶƚŽĚĞŝŵƉƌĞƐƐƁĞƐĚŝŐŝƚĂŝƐ͕ǀŽnjŽƵşƌŝƐ͖ŝŝŝͿZĞĐŽŶŚĞĐŝŵĞŶƚŽ
ſƟĐŽĚĞĐĂƌĂĐƚĞƌĞƐ͕ƚĂŵďĠŵĐŽŶŚĞĐŝĚŽĐŽŵŽKZϯ͕ƋƵĞƉŽƐƐŝďŝůŝƚĂĂŝĚĞŶƟĮĐĂĕĆŽĚĞůĞƚƌĂƐŽƵƉĂůĂǀƌĂƐ͖ŝǀͿĂƌƚƁĞƐŝŶƚĞůŝŐĞŶƚĞƐ͕ƵƟůŝnjĂĚŽƐĞŵƚĞůĞĨŽŶĞƐƉƷďůŝĐŽƐ͕ĐĂƌƚƁĞƐŵĂŐŶĠƟĐŽƐ͕ƚĂŝƐĐŽŵŽĐĂƌƚƁĞƐĚĞĐƌĠĚŝƚŽ͕ƟĐŬĞƚƐĚĞƚƌĂŶƐƉŽƌƚĞƉƷďůŝĐŽ͖ǀͿƚĞĐŶŽůŽŐŝĂZ&/͘
dĞĐŶŽůŽŐŝĂƐĐŽŵŽĐſĚŝŐŽĚĞďĂƌƌĂƐƐĆŽĞĮĐŝĞŶƚĞƐ͕ŵĂƐŶĞĐĞƐƐŝƚĂŵƋƵĞŽĐſĚŝŐŽĞƐƚĞũĂ
ƉƌſdžŝŵŽĞĚŝƌĞƚĂŵĞŶƚĞĂƉŽŶƚĂĚŽƉĂƌĂŽĞƋƵŝƉĂŵĞŶƚŽůĞŝƚŽƌ͘ůĠŵĚŝƐƐŽ͕ƚĂůƐŽůƵĕĆŽŶĆŽ
ƉĞƌŵŝƚĞƋƵĞĂƐŝŶĨŽƌŵĂĕƁĞƐŐƌĂǀĂĚĂƐŶĂĞƟƋƵĞƚĂƐĞũĂŵĂůƚĞƌĂĚĂƐ͕ŽƋƵĞƉŽĚĞƌŝĂƐĞƌƷƟů
ĞŵĚĞƚĞƌŵŝŶĂĚĂƐƐŝƚƵĂĕƁĞƐ;D/ZK^K&d͕ϮϬϬϲͿ͘
^ĞŐƵŶĚŽŚĂƩĞ'ůŽǀĞƌ;ϮϬϬϲͿ͕ƵŵĂĚĂƐƉƌŝŶĐŝƉĂŝƐǀĂŶƚĂŐĞŶƐĚĂƚĞĐŶŽůŽŐŝĂZ&/
Ġ Ž ĨĂƚŽ ĚĞ Ă ĞƟƋƵĞƚĂ ŶĆŽ ƉƌĞĐŝƐĂƌ ĞƐƚĂƌ ĂƉŽŶƚĂĚĂ ĚŝƌĞƚĂŵĞŶƚĞ ƉĂƌĂ Ž ĞƋƵŝƉĂŵĞŶƚŽ
ůĞŝƚŽƌ͘ĞƐƐĂĨŽƌŵĂ͕ƉƌŽĚƵƚŽƐĞdžŝƐƚĞŶƚĞƐĚĞŶƚƌŽĚĞĐĂŝdžĂƐƉŽĚĞŵƐĞƌŝĚĞŶƟĮĐĂĚŽƐ͕ƐĞŵ
ƋƵĞ ƐĞũĂ ŶĞĐĞƐƐĄƌŝĂ Ă ĂďĞƌƚƵƌĂ ĚĞƐƚĂ ĐĂŝdžĂ͕ Ğ Ă ŝĚĞŶƟĮĐĂĕĆŽ ŝŶĚŝǀŝĚƵĂů ĚĞ ĐĂĚĂ ŝƚĞŵ͘
WĂƌĂƋƵĞĂŝŶĨŽƌŵĂĕĆŽĞdžŝƐƚĞŶƚĞŶĂĞƟƋƵĞƚĂZ&/ƐĞũĂůŝĚĂ͕ďĂƐƚĂƋƵĞĞůĂĞƐƚĞũĂĂƵŵĂ
ϯ
KƉƟĐĂůĐŚĂƌĂĐƚĞƌƌĞĐŽŐŶŝƟŽŶ.
200 | Faculdades Integradas de Taquara - Faccat
ĚĞƚĞƌŵŝŶĂĚĂĚŝƐƚąŶĐŝĂĚĂĂŶƚĞŶĂůĞŝƚŽƌĂ͘ĞǀŝĚŽĂƐƐƵĂƐǀĂŶƚĂŐĞŶƐ͕ŽƵƐŽĚĂƚĞĐŶŽůŽŐŝĂ
RFID está em crescente expansão. Diversos ramos de negócio estão fazendo uso dessa
ƚĞĐŶŽůŽŐŝĂ͕ĐŽŵĚĞƐƚĂƋƵĞƉĂƌĂŽŐĞƌĞŶĐŝĂŵĞŶƚŽĚĂĐĂĚĞŝĂĚĞƐƵƉƌŝŵĞŶƚŽƐ͕ƌĂƐƚƌĞĂŵĞŶƚŽĚĞĂŶŝŵĂŝƐĞĚĞŝƚĞŶƐ͕ƐĞŐƵƌĂŶĕĂ͕ƉŽŶƚŽƐĚĞǀĞŶĚĂ͕ƚƌĂŶƐƉŽƌƚĞ͕ƉĞĚĄŐŝŽƐĞďŝďůŝŽƚĞĐĂƐ
(PEDROSO͖t/<Z͖^Kh͕ϮϬϬϵͿ͘
ŽŶĨŽƌŵĞŚĂƩĞ'ůŽǀĞƌ;ϮϬϬϲͿ͕ƵŵƐŝƐƚĞŵĂZ&/ĠĐŽŵƉŽƐƚŽƉŽƌůĞŝƚŽƌĞƐĞĞƟƋƵĞƚĂƐ͕ƚĂŝƐĐŽŵƉŽŶĞŶƚĞƐƐĞƌĆŽĚĞƐĐƌŝƚŽƐŶĂƐƐƵďƐĞĕƁĞƐĂďĂŝdžŽ͘
Ϯ͘ϭ͘ϭ>ĞŝƚŽƌ
KůĞŝƚŽƌƚĞŵĐŽŵŽŽďũĞƟǀŽŽďƚĞƌĂƐŝŶĨŽƌŵĂĕƁĞƐĂƌŵĂnjĞŶĂĚĂƐŶĂƐĞƟƋƵĞƚĂƐ͕ƌĞalizando a integração com outros sistemas por meio de suas interfaces de comunicação.
KƐůĞŝƚŽƌĞƐƉŽĚĞŵƐĞƌƉŽƌƚĄƚĞŝƐ͕ĮdžŽƐ͕ŽƵƚĂŵďĠŵĞƐƚĂƌůŽĐĂůŝnjĂĚŽƐĞŵĚŝƐƉŽƐŝƟǀŽƐŵſǀĞŝƐ͕ĐŽŵŽĐĞůƵůĂƌĞƐŽƵWƐϰ;t/^͕ϮϬϬϯͿ͘KƐůĞŝƚŽƌĞƐƉŽĚĞŵƚĂŵďĠŵƉŽƐƐƵŝƌĂŶƚĞŶĂƐ
ĞdžƚĞƌŶĂƐ͘ ůŐƵŶƐ ůĞŝƚŽƌĞƐ ƉŽƐƐƵĞŵ ŝŶƚĞƌĨĂĐĞƐ ƉĂƌĂ ĐŽŶĞdžĆŽ ;Z^ ϮϯϮ͕ Z^ ϰϴϱ͕ ĞƚĐ͘Ϳ ƋƵĞ
ƉĞƌŵŝƚĞŵ ĂŽƐ ůĞŝƚŽƌĞƐ ƐĞ ĐŽŵƵŶŝĐĂƌ ĐŽŵ ŽƵƚƌŽƐ ƐŝƐƚĞŵĂƐ͕ ƚĂŝƐ ĐŽŵŽ ĐŽŵƉƵƚĂĚŽƌĞƐ Ğ
ƐŝƐƚĞŵĂƌŽďſƟĐŽƐ;,dd͖'>KsZ͕ϮϬϬϲͿ͘
Ϯ͘ϭ͘ϮƟƋƵĞƚĂ
Ɛ ĞƟƋƵĞƚĂƐ ĞůĞƚƌƀŶŝĐĂƐ͕ ƚĂŵďĠŵ ĐŽŶŚĞĐŝĚĂƐ ĐŽŵŽ d'Ɛ͕ ƐĆŽ ĐŽŵƉŽƐƚĂƐ ƉŽƌ
ƵŵĂĂŶƚĞŶĂĞƵŵĐŝƌĐƵŝƚŽŝŶƚĞŐƌĂĚŽĐŽŵŵĞŵſƌŝĂĞƵŵŵŝĐƌŽĐŚŝƉ͕ƋƵĞĠƌĞƐƉŽŶƐĄǀĞů
ƉŽƌƉƌŽĐĞƐƐĂƌĞĂƌŵĂnjĞŶĂƌŽƐĚĂĚŽƐ͘ƐĞƟƋƵĞƚĂƐƉŽĚĞŵƉĞƌŵŝƟƌĂƉĞŶĂƐůĞŝƚƵƌĂ;readͲŽŶůLJͿ͕ŽƵůĞŝƚƵƌĂĞĞƐĐƌŝƚĂ;ƌĞĂĚͲǁƌŝƚĞͿ͘ĐĂƉĂĐŝĚĂĚĞĚĞŵĞŵſƌŝĂĚĂƐĞƟƋƵĞƚĂƐƉŽĚĞ
ǀĂƌŝĂƌĞŶƚƌĞϭϲďŝƚƐĂĐĞŶƚĞŶĂƐĚĞ<ďŝƚƐĚĞĂƌŵĂnjĞŶĂŵĞŶƚŽ͘YƵĂŶĚŽƵŵĂĞƟƋƵĞƚĂƌĞĐĞďĞƵŵƐŝŶĂůĚĞŝŶƚĞƌƌŽŐĂĕĆŽĚĞƵŵĞƋƵŝƉĂŵĞŶƚŽůĞŝƚŽƌ͕ŽƐĚĂĚŽƐĂƌŵĂnjĞŶĂĚŽƐĞŵƐƵĂ
ŵĞŵſƌŝĂƐĆŽƌĞĐƵƉĞƌĂĚŽƐĞƚƌĂŶƐŵŝƟĚŽƐ;Dh:͕ϮϬϭϭͿ͘
^ĞŐƵŶĚŽ tĞŝƐ ;ϮϬϬϯͿ Ğ WƌĂĚŽ͕ WĞƌĞŝƌĂ Ğ WŽůŝƚĂŶŽ ;ϮϬϬϲͿ͕ ĂƐ ĞƟƋƵĞƚĂƐ ƚĂŵďĠŵ
ƉŽĚĞŵƐĞƌĐůĂƐƐŝĮĐĂĚĂƐĞŵƵŵĂŚŝĞƌĂƌƋƵŝĂĚĞĐŝŶĐŽĐůĂƐƐĞƐ͘ĐůĂƐƐĞϬ͕ĂŵĂŝƐƉƌŝŵŝƟǀĂ
ĚĂƐĞƟƋƵĞƚĂƐ͕ƉĞƌŵŝƚĞĂƉĞŶĂƐůĞŝƚƵƌĂĞĠŐĞƌĂůŵĞŶƚĞƵƐĂĚĂƉĂƌĂŝĚĞŶƟĮĐĂƌůŝǀƌŽƐ͘YƵĂŶƚŽăƐĞƟƋƵĞƚĂƐĚĂĐůĂƐƐĞϭ͕ƉĞƌŵŝƚĞŵĂƉĞŶĂƐĂůĞŝƚƵƌĂĚĞƐƵĂŵĞŵſƌŝĂĞƐĆŽŐĞƌĂůŵĞŶƚĞ
ƉĂƐƐŝǀĂƐ͕ŵĂƐƉŽĚĞŵƐĞƌƉĂƐƐŝǀĂƐŽƵƐĞŵŝƉĂƐƐŝǀĂƐ͘ƐĚĂĐůĂƐƐĞϮ͕ĂƉĞƐĂƌĚĞƉĞƌŵŝƟƌĞŵ
ĂƉĞŶĂƐůĞŝƚƵƌĂ͕ƉŽĚĞŵƐĞƌƌĞĐŝĐůĂĚĂƐ͕ƉŽĚĞŶĚŽƐĞƌƉĂƐƐŝǀĂƐ͕ƐĞŵŝƉĂƐƐŝǀĂƐŽƵĂƟǀĂƐ͘Ɛ
ĞƟƋƵĞƚĂƐĚĂĐůĂƐƐĞϯ͕ƉŽƌƐƵĂǀĞnj͕ƐĆŽĚŽƟƉŽůĞŝƚƵƌĂĞĞƐĐƌŝƚĂ͕ƉŽĚĞŶĚŽƐĞƌƉĂƐƐŝǀĂƐŽƵ
ƐĞŵŝƉĂƐƐŝǀĂƐ͕ ƐĂůŝĞŶƚĂŶĚŽͲƐĞ ƋƵĞ Ă ĐůĂƐƐĞ ϯ ƐƵƉŽƌƚĂ ůĞŝƚƵƌĂƐ Ă ŐƌĂŶĚĞƐ ĚŝƐƚąŶĐŝĂƐ͘ ŵ
ƌĞůĂĕĆŽăƐĞƟƋƵĞƚĂƐĚĂĐůĂƐƐĞϰ͕ĨƌŝƐĂͲƐĞƋƵĞƉŽƐƐƵĞŵĂƵƚŽŶŽŵŝĂƉĂƌĂŝŶŝĐŝĂƌĐŽŵƵŶŝĐĂĕƁĞƐ͘:ĄĂĐůĂƐƐĞϱƉŽƐƐƵŝĂƐĨƵŶĐŝŽŶĂůŝĚĂĚĞƐĚĂƐĐůĂƐƐĞƐĂŶƚĞƌŝŽƌĞƐ͘
ϰ
WĞƌƐŽŶĂůŝŐŝƚĂůƐƐŝƐƚĞŶƚ͕ŽƵƚĂŵďĠŵ͕ĂƐƐŝƐƚĞŶƚĞƉĞƐƐŽĂůĚŝŐŝƚĂů͘
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Ϯ͘ϭ͘ϯĂŵĂĚĂƐĚĞƵŵƐŝƐƚĞŵĂZ&/
ŵŚĂƩĞ'ůŽǀĞƌ;ϮϬϬϲͿ͕ĠĚĞƐĐƌŝƚĂĂĞdžŝƐƚġŶĐŝĂĚĞĚƵĂƐĐĂŵĂĚĂƐĞŵƵŵƐŝƐƚĞŵĂ
Z&/͗ĂĐĂŵĂĚĂİƐŝĐĂĞĂĐĂŵĂĚĂůſŐŝĐĂ͘ĐĂŵĂĚĂİƐŝĐĂĠĐŽŵƉŽƐƚĂƉĞůĂĂŶƚĞŶĂ͕ƉĞůŽ
ŚĂƌĚǁĂƌĞĚŽůĞŝƚŽƌĞƉĞůĂŝŶƚĞƌĨĂĐĞĚĞĐŽŵƵŶŝĐĂĕĆŽƋƵĞĞůĞƉŽƐƐƵŝ;Z^ϮϯϮ͕Z^ϰϴϱ͕Z:ϰϱ͕
ůƵĞƚŽŽƚŚ͕ĞƚĐ͘͘͘Ϳ͘
/^K;ϮϬϬϲͿŝŶĨŽƌŵĂƋƵĞĂƐĨĂŝdžĂƐĚĞĨƌĞƋƵġŶĐŝĂƵƟůŝnjĂĚĂƐƉĞůĂƐĞƟƋƵĞƚĂƐĞĂŶƚĞŶĂƐƐĆŽϲ͘ϳϴD,nj͕ϭϯ͘ϱϲD,nj͕Ϯϳ͘ϭϮϱD,nj͕ϰϬ͘ϲϴϬD,nj͕ϰϯϯ͘ϵϬϮD,nj͕ϴϲϵ͘ϬD,nj͕
ϵϭϱ͘ϬD,nj͕Ϯ͘ϰϱ',nj͕ϱ͘ϴ',njĞϮϰ͘ϭϮϱ',nj͘
ƉŽƚġŶĐŝĂŵĄdžŝŵĂƉŽĚĞĞƐƚĂƌĐŽŶĚŝĐŝŽŶĂĚĂăůĞŐŝƐůĂĕĆŽǀŝŐĞŶƚĞĚŽƉĂşƐŽƵƌĞŐŝĆŽ͘WŽƌĞdžĞŵƉůŽ͕ŶŽƌĂƐŝů͕ĂƉŽƚġŶĐŝĂŵĄdžŝŵĂĚĞƵŵĂĐŽŵƵŶŝĐĂĕĆŽZ&/ŶĆŽƉŽĚĞƵůƚƌĂƉĂƐƐĂƌϯϲĚŵ/ZWŶĂĨƌĞƋƵġŶĐŝĂĚĞϵϭϱDŚnj͘:ĄĞŵ/ƐƌĂĞů͕ŶĞƐƐĂŵĞƐŵĂĨƌĞƋƵġŶĐŝĂ͕
ĂƉŽƚġŶĐŝĂŵĄdžŝŵĂŶĆŽƉŽĚĞƐĞƌŵĂŝŽƌƋƵĞϯϯĚŵ/ZWϱ;W'>K>͕ϮϬϭϬͿ͘
ĐĂŵĂĚĂůſŐŝĐĂĚĞƵŵƐŝƐƚĞŵĂZ&/ĠĐŽŵƉŽƐƚĂƉŽƌƵŵĂW/;ƉƉůŝĐĂƟŽŶWƌŽŐƌĂŵŵŝŶŐ /ŶƚĞƌĨĂĐĞͿ ĚŽ ĞƋƵŝƉĂŵĞŶƚŽ ůĞŝƚŽƌ͕ Ƶŵ ƐŝƐƚĞŵĂ ĚĞ ĐŽŵƵŶŝĐĂĕĆŽ͕ Ƶŵ ŐĞƌĞŶciador de eventos e um subsistema para a antena. A API do leitor RFID permite outras
ĂƉůŝĐĂĕƁĞƐƌĞƋƵŝƐŝƚĂƌĞŵŽŝŶǀĞŶƚĄƌŝŽĚĞĞƟƋƵĞƚĂƐ͕ŵŽŶŝƚŽƌĂƌŽĨƵŶĐŝŽŶĂŵĞŶƚŽĚŽůĞŝƚŽƌ͕
ŐĞƌĞŶĐŝĂƌĐŽŶĮŐƵƌĂĕƁĞƐĐŽŵŽŶşǀĞŝƐĚĞĞŶĞƌŐŝĂĞƚĞŵƉŽĚĞůĞŝƚƵƌĂ͘:ĄŽƐŝƐƚĞŵĂĚĞĐŽŵƵŶŝĐĂĕĆŽĠƌĞƐƉŽŶƐĄǀĞůƉŽƌĐŽŶƚƌŽůĂƌŽƐƉƌŽƚŽĐŽůŽƐĚĞƚƌĂŶƐƉŽƌƚĞƋƵĞŽůĞŝƚŽƌĚĞǀĞƵƟůŝnjĂƌƉĂƌĂƋƵĞƐĞĐŽŵƵŶŝƋƵĞĐŽŵŽŵŝĚĚůĞǁĂƌĞ͘ƐƚĞĠŽĐŽŵƉŽŶĞŶƚĞƋƵĞŝŵƉůĞŵĞŶƚĂĂ
comunicação por ůƵĞƚŽŽƚŚ͕ƚŚĞƌŶĞƚ͕ŽƵĂůŐƵŵƉƌŽƚŽĐŽůŽƉƌŽƉƌŝĞƚĄƌŝŽƋƵĞŝƌĄĞŶǀŝĂƌĞ
ƌĞĐĞďĞƌŵĞŶƐĂŐĞŶƐĚĂW/;,dd͖'>KsZ͕ϮϬϬϲͿ͘
&ŝŶŬĞŶnjĞůůĞƌ ;ϮϬϬϯͿ ƚĂŵďĠŵ ĂĮƌŵĂ ƋƵĞ Ž ŐĞƌĞŶĐŝĂĚŽƌ ĚĞ ĞǀĞŶƚŽƐ ĚĞƚĞƌŵŝŶĂ
ƋƵĂŝƐƐĞƌĆŽŽƐƟƉŽƐĚĞĞǀĞŶƚŽƐƋƵĞŝƌĆŽŝŶŝĐŝĂƌƵŵĂĐŽŵƵŶŝĐĂĕĆŽĞŶƚƌĞŽůĞŝƚŽƌĞƵŵĂ
ĞƟƋƵĞƚĂ Z&/͘ ůŐƵŶƐ ůĞŝƚŽƌĞƐ ƉŽƐƐƵĞŵ ĂůŐŽƌŝƚŵŽƐ ĚĞ ŐĞƌĞŶĐŝĂŵĞŶƚŽ ĚĞ ĞǀĞŶƚŽƐ ƋƵĞ
reduzem o tráfego de rede. O subsistema da antena consiste de interfaces que habilitam
ŽƐůĞŝƚŽƌĞƐĂŝŶƚĞƌƌŽŐĂƌĂƐĞƟƋƵĞƚĂƐZ&/͕ĞĐŽŶƚƌŽůĂƌĮƐŝĐĂŵĞŶƚĞĂƐĂŶƚĞŶĂƐ͘
ŵƐŝƐƚĞŵĂƐZ&/͕ĞdžŝƐƚĞŵƐŝƚƵĂĕƁĞƐĞŵƋƵĞĚŝǀĞƌƐĂƐĞƟƋƵĞƚĂƐƐĆŽůŝĚĂƐĂŽŵĞƐŵŽƚĞŵƉŽƉŽƌƵŵŵĞƐŵŽĞƋƵŝƉĂŵĞŶƚŽůĞŝƚŽƌ͘/ƐƐŽƉŽĚĞŽĐĂƐŝŽŶĂƌƋƵĞƵŵĂĞƟƋƵĞƚĂ
ĂĐĂďĞŝŶƚĞƌĨĞƌŝŶĚŽŶŽƐŝŶĂůĚĂƐĚĞŵĂŝƐ͘ĐĂŵĂĚĂůſŐŝĐĂĠƌĞƐƉŽŶƐĄǀĞůƉŽƌĞǀŝƚĂƌƋƵĞ
ĞƐƐĞƐƉƌŽďůĞŵĂƐŽĐŽƌƌĂŵ͕ĨĂnjĞŶĚŽƵƐŽĚĞĂůŐŽƌŝƚŵŽƐĂŶƟĐŽůŝƐĆŽ͘ůŐƵŶƐĂůŐŽƌŝƚŵŽƐƵƟůŝnjĂĚŽƐƉĂƌĂŝƐƐŽƐĆŽŽ>K,ĞŽĚĞďƵƐĐĂďŝŶĄƌŝĂ;WWWK^dK>Kh͖,Kh,/͕ϮϬϭϭͿ͘
Ϯ͘ϭ͘ϰƉůŝĐĂĕĆŽ
KƉƌŽŐƌĂŵĂĚĞĂƉůŝĐĂĕĆŽŐĞƌĂůŵĞŶƚĞĐŽŶƚƌŽůĂƵŵĂĚĞƚĞƌŵŝŶĂĚĂƚĂƌĞĨĂƋƵĞĠƌĞĂůŝnjĂĚĂĂƉſƐĂůĞŝƚƵƌĂĚĂƐĞƟƋƵĞƚĂƐ͕ĐŽŵŽŵĂŶƚĞƌŽŝŶǀĞŶƚĄƌŝŽĚĞƵŵĚĞƉſƐŝƚŽ͘WŽƌĞdžĞŵƉůŽ͕ƋƵĂŶĚŽƵŵƉƌŽĚƵƚŽƋƵĞĐŽŶƚĠŵƵŵĂĞƟƋƵĞƚĂZ&/ĞŶƚƌĂŶŽĞƐƚŽƋƵĞĚĞƵŵĂĞŵƉƌĞƐĂƋƵĞƚĞŶŚĂŝŶƐƚĂůĂĚŽƵŵƐŝƐƚĞŵĂZ&/͕ŽůĞŝƚŽƌŽďƚĠŵĂƐŝŶĨŽƌŵĂĕƁĞƐĚĂĞƟƋƵĞƚĂ
e as passa para a camada de ŵŝĚĚůĞǁĂƌĞ͕ƋƵĞĂƐƌĞƉĂƐƐĂƉĂƌĂĂĂƉůŝĐĂĕĆŽ͕ĐĂĚĂƐƚƌĂŶĚŽ
ĂƵƚŽŵĂƟĐĂŵĞŶƚĞŽŶŽǀŽƉƌŽĚƵƚŽĞŵĞƐƚŽƋƵĞŶĂďĂƐĞĚĞĚĂĚŽƐĚĂĞŵƉƌĞƐĂ͘ĐĂŵĂĚĂ
WŽƚġŶĐŝĂĞĨĞƟǀĂŝƌƌĂĚŝĂĚĂŝƐŽƚƌŽƉŝĐĂŵĞŶƚĞ͕ŽƵƐĞũĂ͕ĠĂƉŽƚġŶĐŝĂƚƌĂŶƐŵŝƟĚĂƉĞůŽůĞŝƚŽƌŵĞŶŽƐĂƐƉĞƌĚĂƐĚŽƐĐĂďŽƐŵĂŝƐŽ
ŐĂŶŚŽĚĂĂŶƚĞŶĂ;Z/͖zE'͖dEdZ/^͕ϮϬϭϬͿ͘
ϱ
202 | Faculdades Integradas de Taquara - Faccat
de ŵŝĚĚůĞǁĂƌĞ e a aplicação algumas vezes são descritas como um componente único
(JO et al͘ϮϬϬϵͿ͘
Ϯ͘ϮWƌŽũĞƚŽƐĚĞĂŵďŝĞŶƚĞƐZ&/
Jo et al͘;ϮϬϬϵͿĂĮƌŵĂŵƋƵĞ͕ŵƵŝƚĂƐǀĞnjĞƐ͕ƐŝƐƚĞŵĂƐZ&/ƉƌĞĐŝƐĂŵƐĞƌŝŵƉůĂŶƚĂĚŽƐĞŵĂŵďŝĞŶƚĞƐĞŵƋƵĞŽĐƵƐƚŽĚĞŝŶƐƚĂůĂĕĆŽƉŽĚĞƐĞƌŵƵŝƚŽĂůƚŽ͕ĞƵŵĂƐŝŵƵůĂĕĆŽĚĞƚĂŝƐĂŵďŝĞŶƚĞƐƚƌĂƌŝĂŵƵŝƚŽƐďĞŶĞİĐŝŽƐ͕ĐŽŵŽĞĐŽŶŽŵŝĂĚĞƚĞŵƉŽĞĚĞƌĞĐƵƌƐŽƐ
ĮŶĂŶĐĞŝƌŽƐ͘ hŵ ĚŽƐ ƉƌŝŶĐŝƉĂŝƐ ĚĞƐĂĮŽƐ ŶĂ ĄƌĞĂ ĚĞ Z&/ Ġ Ă ƐŝŵƵůĂĕĆŽ ĚĞ ĂŵďŝĞŶƚĞƐ
ŶŽƐƋƵĂŝƐĂƚĞĐŶŽůŽŐŝĂǀĞŶŚĂĂƐĞƌƵƟůŝnjĂĚĂ͕ƉŽŝƐŽƐŵĠƚŽĚŽƐĂƚƵĂŝƐĚĞǀĞƌŝĮĐĂĕĆŽĚĞ
funcionamento do sistema consistem na realização de experimentos de campo baseaĚŽƐŶĂƚĠĐŶŝĐĂĚĞƚĞŶƚĂƟǀĂĞĞƌƌŽ͕ƋƵĞĐŽŶƐŽŵĞŵŵƵŝƚŽƚĞŵƉŽĞƌĞĐƵƌƐŽƐĮŶĂŶĐĞŝƌŽƐ͘
ŶƚĞŶĚĞͲƐĞƉŽƌǀĞƌŝĮĐĂĕĆŽĚĞĨƵŶĐŝŽŶĂŵĞŶƚŽĂƉŽƐƐŝďŝůŝĚĂĚĞĚĞŽƐĐŽŵƉŽŶĞŶƚĞƐĚĞƵŵ
ƐŝƐƚĞŵĂZ&/ƐĞĐŽŵƵŶŝĐĂƌĞŵŽƵŶĆŽĂĚĞƋƵĂĚĂŵĞŶƚĞ͕ƚĞŶĚŽĐŽŵŽƉƌŝŶĐŝƉĂůĚŝĮĐƵůĚĂĚĞ
ĂĚĞƚĞĐĕĆŽĚĂĞƟƋƵĞƚĂZ&/ŶŽĂŵďŝĞŶƚĞ͘
ĚŝĮĐƵůĚĂĚĞĞŵĐŽŶĐĞďĞƌƵŵƉƌŽũĞƚŽĚĞĂŵďŝĞŶƚĞZ&/ƐĞĚĞǀĞĂƉƌŽďůĞŵĂƐ
ĐŽŵŽĂĚŝƐƚąŶĐŝĂŵĄdžŝŵĂĚĞůĞŝƚƵƌĂĚĂƐĞƟƋƵĞƚĂƐ͕ŝŶƚĞƌĨĞƌġŶĐŝĂĞůĞƚƌŽŵĂŐŶĠƟĐĂ͕ƌĞŇĞdžƁĞƐĞĐŽůŝƐƁĞƐĐĂƵƐĂĚĂƐƉĞůĂůĞŝƚƵƌĂĚĞǀĄƌŝĂƐĞƟƋƵĞƚĂƐƐŝŵƵůƚĂŶĞĂŵĞŶƚĞ͘ƉĂƌƟƌĚŝƐƐŽ͕
ĐŽŶĐůƵŝͲƐĞ ƋƵĞ͕ ƉĂƌĂ ƵŵĂ ƐŝŵƵůĂĕĆŽ ĚĞ ƐŝƐƚĞŵĂ Z&/ ƐĞƌ ĐŽŵƉůĞƚĂ͕ Ž ƐŝŵƵůĂĚŽƌ ĚĞǀĞ
atender todas as camadas da tecnologia (JO et al͕͘ϮϬϬϵͿ͘
Ϯ͘ϯŽŵƉƵƚĂĕĆŽŐƌĄĮĐĂ
^ĞŐƵŶĚŽ,ŝůů:ƌ͘Ğ<ĞůůĞLJ;ϮϬϬϲͿ͕ĂĐŽŵƉƵƚĂĕĆŽŐƌĄĮĐĂĠƵŵĂĄƌĞĂĚĂŝġŶĐŝĂĚĂ
Computação responsável pela criação de imagens bidimensionais e tridimensionais usaĚĂƐƉĂƌĂĂƉĞƐƋƵŝƐĂĐŝĞŶơĮĐĂ͕ĮŶƐĂƌơƐƟĐŽƐ͕ŝŶĚƷƐƚƌŝĂƐ͕ƉƌŽũĞƚŽƐĚĞĂŵďŝĞŶƚĞƐ͕ƌĞĂůŝnjĂĕĆŽĚĞƚĞƐƚĞƐĚĞƐŝŵƵůĂĕĆŽ͕ĞŶƚƌĞŽƵƚƌŽƐ͘ĐŽŵƉƵƚĂĕĆŽŐƌĄĮĐĂƐĞĚŝǀŝĚĞĞŵƚƌġƐŐƌĂŶĚĞƐƐƵďĄƌĞĂƐ͕ĐŽŶŚĞĐŝĚĂƐĐŽŵŽƐşŶƚĞƐĞĚĞŝŵĂŐĞŶƐ͕ƉƌŽĐĞƐƐĂŵĞŶƚŽĚĞŝŵĂŐĞŶƐĞǀŝƐĆŽ
ĐŽŵƉƵƚĂĐŝŽŶĂů͘KƉƌŽĚƵƚŽƌĞƐƵůƚĂŶƚĞĚĞƐƐĂƉĞƐƋƵŝƐĂĞĚĞƐĞŶǀŽůǀŝŵĞŶƚŽĠƵŵƐŽŌǁĂƌĞ
ƵƟůŝnjĂĚŽƉĂƌĂƌĞĂůŝnjĂƌƐşŶƚĞƐĞĚĞŝŵĂŐĞŶƐ͘
ƐŝŶƚĞƌĨĂĐĞƐŐƌĄĮĐĂƐĚĞƵƐƵĄƌŝŽĞƐŝƐƚĞŵĂƐŵƵůƟŵşĚŝĂƉĞƌŵŝƚĞŵĂŽƐƵƐƵĄƌŝŽƐĚĞ
ĐŽŵƉƵƚĂĚŽƌƐĞůĞĐŝŽŶĂƌŝŵĂŐĞŶƐƉĂƌĂĞdžĞĐƵƚĂƌŽƌĚĞŶƐ͕ĞůŝŵŝŶĂŶĚŽĂŶĞĐĞƐƐŝĚĂĚĞĚĞŵĞŵŽƌŝnjĂƌĐŽŵĂŶĚŽƐ͘hŵĂĚĂƐĨŽƌŵĂƐĚĞƌĞƉƌĞƐĞŶƚĂĕĆŽĚĂĐŽŵƉƵƚĂĕĆŽŐƌĄĮĐĂĠŽϲ.
Ɛ ĨĞƌƌĂŵĞŶƚĂƐ ƐĆŽ͕ Ğŵ ƐƵĂ ŐƌĂŶĚĞ ŵĂŝŽƌŝĂ͕ ƚƌŝĚŝŵĞŶƐŝŽŶĂŝƐ Ğ ƉŽƌ ŵĞŝŽ ĚĞůĂƐ Ġ
ƉŽƐƐşǀĞůƉƌŽũĞƚĂƌĐŽŵƉŽŶĞŶƚĞƐĞƐŝƐƚĞŵĂƐŵĞĐąŶŝĐŽƐ͕ĞůĠƚƌŝĐŽƐ͕ĚŝƐƉŽƐŝƟǀŽƐĞůĞƚƌƀŶŝĐŽƐ͕
ƉƌĠĚŝŽƐ͕ĐĂƐĂƐ͕ĂǀŝƁĞƐ͕ĐĂƌƌŽƐ͕ĐĞŶĄƌŝŽƐƌĞĂŝƐ͕ĞŶƚƌĞŽƵƚƌŽƐ;tdd͕ϮϬϬϬͿ͘
ϲ
Computer-aided design͕ŽƵĚĞƐĞŶŚŽĂƐƐŝƐƟĚŽƉŽƌĐŽŵƉƵƚĂĚŽƌ͘
Universo Acadêmico, Taquara, v. 5, n. 1, jan./dez. 2012. | 203
Ϯ͘ϰdƌĂďĂůŚŽƐƌĞůĂĐŝŽŶĂĚŽƐ
KƐƉŽƵĐŽƐƐŝŵƵůĂĚŽƌĞƐĞdžŝƐƚĞŶƚĞƐƋƵĞƉŽĚĞƌŝĂŵƐĞƌƵƟůŝnjĂĚŽƐƉĂƌĂƌĞƐŽůǀĞƌŽƐ
ƉƌŽďůĞŵĂƐĐŝƚĂĚŽƐĂĐŝŵĂƐĆŽĨŽĐĂĚŽƐĞŵƐŝŵƵůĂƌĂƉƌŽƉĂŐĂĕĆŽĚĞŽŶĚĂƐĞůĞƚƌŽŵĂŐŶĠƟĐĂƐ͕ŽƵŶĂƐŝŵƵůĂĕĆŽĚĂůĞŝƚƵƌĂĚŽƐĚĂĚŽƐĚĂƐĞƟƋƵĞƚĂƐ͘ůĠŵĚŝƐƐŽ͕ĞƐƐĞƐĂƉůŝĐĂƟǀŽƐ
ŶĆŽƉĞƌŵŝƚĞŵƋƵĞŽƐŵŽĚĞůŽƐĚĞƐŝŵƵůĂĕĆŽĚĞƐƐĂƐĨĞƌƌĂŵĞŶƚĂƐƐĞũĂŵƉĞƌƐŽŶĂůŝnjĂĚŽƐ͘
KŝŵƉĞĚŝŵĞŶƚŽĞŵƉĞƌƐŽŶĂůŝnjĂƌŽĂůŐŽƌŝƚŵŽĚĞƐŝŵƵůĂĕĆŽĨĂnjĐŽŵƋƵĞƉƌŽũĞƟƐƚĂƐZ&/
ŽƵĂƚĠŵĞƐŵŽƉĞƐƋƵŝƐĂĚŽƌĞƐƚĞŶŚĂŵƋƵĞĐƌŝĂƌĂƉůŝĐĂƟǀŽƐƉƌſƉƌŝŽƐƉĂƌĂƉŽĚĞƌĞŵƐŝŵƵůĂƌƐĞƵƐŵŽĚĞůŽƐ͕ĚĞŝdžĂŶĚŽĚĞĂŐƌĞŐĂƌŵĞůŚŽƌŝĂƐĂĂƉůŝĐĂƟǀŽƐƋƵĞũĄĞƐƚĆŽŵĂŝƐŵĂĚƵƌŽƐĞƉŽƐƐƵĞŵƌĞĐƵƌƐŽƐŐƌĄĮĐŽƐĚŝƐƉŽŶşǀĞŝƐ͘KƵƐĞũĂ͕ŽƐƉĞƐƋƵŝƐĂĚŽƌĞƐƐĆŽŽďƌŝŐĂĚŽƐĂ
ĐƌŝĂƌƵŵĂŝŶƚĞƌĨĂĐĞǀŝƐƵĂůƉĂƌĂĂƉƌĞƐĞŶƚĂƌƐĞƵƐƌĞƐƵůƚĂĚŽƐ;Dh:͕ϮϬϭϭͿ͘
hŵĂĚĂƐƉƌŽƉŽƐƚĂƐĞdžŝƐƚĞŶƚĞƐĠŽZ/&//͕ƋƵĞĠƵŵĂƐƵşƚĞĚĞĨĞƌƌĂŵĞŶƚĂƐĚĞĐſĚŝgo fonte aberto para desenvolvimento integrado de soluções RFID. Algumas ferramentas
ƋƵĞĐŽŵƉƁĞŵŽZ/&//ƐĆŽŽZ/&//ŵƵůĂƚŽƌĞŽZ/&//ĞƐŝŐŶĞƌ͘KZ/&//ŵƵůĂƚŽƌĠ
uma ferramenta que possibilita ao usuário a emulação de leitores baseados em leitores
Z&/ĐŽŵĞƌĐŝĂŝƐ͘ůĞƉŽƐƐƵŝƵŵĂŝŶƚĞƌĨĂĐĞŐƌĄĮĐĂŶĂƋƵĂůĠƉŽƐƐşǀĞůĐƌŝĂƌĞĂƌƌĂƐƚĂƌĞƟƋƵĞƚĂƐƉĂƌĂĂƐĂŶƚĞŶĂƐĚŽƐůĞŝƚŽƌĞƐ͘ƐĞƟƋƵĞƚĂƐƐĞƌĆŽŝĚĞŶƟĮĐĂĚĂƐĐŽŵŽůŝĚĂƐƉŽƌŵĞŝŽ
do raio de leitura do equipamento leitor RFID. Os modelos de simulação do RIFID não
ůĞǀĂŵĞŵĐŽŶƐŝĚĞƌĂĕĆŽĨĞŶƀŵĞŶŽƐŝŶƚĞƌĨĞƌĞŶƚĞƐĚĂĐĂŵĂĚĂİƐŝĐĂ;ĐŽŵŽŝŶƚĞƌĨĞƌġŶĐŝĂƐ
ĞůĞƚƌŽŵĂŐŶĠƟĐĂƐͿ͘KZ/&//ĠƵŵĂĂƉůŝĐĂĕĆŽdesktop͕ŽƵƐĞũĂ͕ƉƌĞĐŝƐĂƐĞƌŝŶƐƚĂůĂĚĂŶĂ
ŵĄƋƵŝŶĂĐůŝĞŶƚĞƉĂƌĂƐĞƌƵƐĂĚŽ͘ƐƐĂĨĞƌƌĂŵĞŶƚĂ͕ĂƉĞƐĂƌĚĞƚĞƌƐĞƵĐſĚŝŐŽĨŽŶƚĞĂďĞƌƚŽ͕
ŶĆŽƉĞƌŵŝƚĞĂƉĞƌƐŽŶĂůŝnjĂĕĆŽĞŵƚĞŵƉŽƌĞĂůĚĞƐĞƵƐŵŽĚĞůŽƐĚĞƉƌĞĚŝĕĆŽ͕ŽƵƐĞũĂ͕ƐĞ
ĂůŐƵŵƉĞƐƋƵŝƐĂĚŽƌƟǀĞƌŝŶƚĞƌĞƐƐĞĞŵƉĞƌƐŽŶĂůŝnjĂƌĂƐŝŵƵůĂĕĆŽ͕ƚĞƌĄƋƵĞĂůƚĞƌĂƌŽĐſĚŝŐŽ
ĨŽŶƚĞĚĂĂƉůŝĐĂĕĆŽ;W>/͖Z/>/͖DKEd͕ϮϬϬϵͿ͘
KƵƚƌĂƉƌŽƉŽƐƚĂĠŽCST DŝĐƌŽǁĂǀĞ^ƚƵĚŝŽ͘ƐƐĂĨĞƌƌĂŵĞŶƚĂĠƵŵƐŽŌǁĂƌĞ para
ƐŝŵƵůĂĕĆŽĞĂŶĄůŝƐĞĚĂƉƌŽƉĂŐĂĕĆŽĚĞŽŶĚĂƐĞůĞƚƌŽŵĂŐŶĠƟĐĂƐƉŽƌŵĞŝŽĚĞĞůĞŵĞŶƚŽƐ
İƐŝĐŽƐ͘KĂƉůŝĐĂƟǀŽCST StudioƚĂŵďĠŵĠƵƟůŝnjĂĚŽƉĂƌĂƉƌŽũĞƚŽƐĚĞĂŶƚĞŶĂƐ͕ĮůƚƌŽƐ͕ůŝŶŚĂƐ
ĚĞƚƌĂŶƐŵŝƐƐĆŽ͕ĞŽƵƚƌŽƐ͘hƟůŝnjĂĂƚĞĐŶŽůŽŐŝĂ&d;&ŝŶŝƚĞŝīĞƌĞŶĐĞdŝŵĞŽŵĂŝŶ͕ŽƵDĠƚŽĚŽĚĂƐŝĨĞƌĞŶĕĂƐ&ŝŶŝƚĂƐŶŽŽŵşŶŝŽĚŽdĞŵƉŽͿƉĂƌĂƌĞĂůŝnjĂƌƐƵĂƐƐŝŵƵůĂĕƁĞƐ͘K&d
ĠƵŵŵĠƚŽĚŽŶƵŵĠƌŝĐŽƉĂƌĂĂƐŽůƵĕĆŽĚĂƐĞƋƵĂĕƁĞƐĚŝĨĞƌĞŶĐŝĂŝƐƉĂƌĐŝĂŝƐĚĞDĂdžǁĞůůϳ.
ƐƐĞŵĠƚŽĚŽƚĞŵƐŝĚŽƵƟůŝnjĂĚŽƉĂƌĂĂŶĂůŝƐĂƌĐŽŵŐƌĂŶĚĞƉƌĞĐŝƐĆŽƵŵĂŝŶĮŶŝĚĂĚĞĚĞ
ƉƌŽďůĞŵĂƐƋƵĞĞŶǀŽůǀĂŵĂƉƌŽƉĂŐĂĕĆŽĚĞŽŶĚĂƐĞůĞƚƌŽŵĂŐŶĠƟĐĂƐ͘K&dĠƵƟůŝnjĂĚŽ
ĚĞƐĚĞ ĂƉůŝĐĂĕƁĞƐ ƚƌĂĚŝĐŝŽŶĂŝƐ ƉĂƌĂ ĂŶĄůŝƐĞ Ğ ƉƌŽũĞƚŽ ĚĞ ĂŶƚĞŶĂƐ Ğ ŽƵƚƌŽƐ ĚŝƐƉŽƐŝƟǀŽƐ
ŵŝĐƌŽͲŽŶĚĂƐ͕ĂůĠŵĚĞĂƉůŝĐĂĕƁĞƐŶĂƐĄƌĞĂƐĨŽƚƀŶŝĐĂ͕ĚŝƐƉŽƐŝƟǀŽƐĞůĞƚƌƀŶŝĐŽƐĚĞĂůƚĂǀĞůŽĐŝĚĂĚĞĞĞƐƚƵĚŽĚĂŝŶƚĞƌĂĕĆŽĚĞŽŶĚĂƐĞůĞƚƌŽŵĂŐŶĠƟĐĂƐĞŵƚĞĐŝĚŽƐďŝŽůſŐŝĐŽƐ͕ĞŶƚƌĞ
ŽƵƚƌĂƐ;W/EK͕ϮϬϬϲͿ͘KCST StudioĠƵŵĂĨĞƌƌĂŵĞŶƚĂdesktopĞ͕ĂƉĞƐĂƌĚĞƉĞƌŵŝƟƌ
a criação de estruturas tridimensionais (CHEVALIER et al͕͘ϮϬϬϯͿ͕ŶĆŽƉŽĚĞƐĞƌƵƟůŝnjĂĚŽ
ĞŵƵŵŶĂǀĞŐĂĚŽƌtĞď͘EĆŽƉĞƌŵŝƚĞƋƵĞƐĞƵƐŵŽĚĞůŽƐĚĞƉƌĞĚŝĕĆŽƉŽƐƐĂŵƐĞƌŵŽĚŝĮĐĂĚŽƐ͕ƉŽŝƐĠƵŵĂĨĞƌƌĂŵĞŶƚĂƉƌŽƉƌŝĞƚĄƌŝĂĚĞĐſĚŝŐŽĨŽŶƚĞĨĞĐŚĂĚŽ͘
:Ą&ůŽĞƌŬĞŵĞŝĞƌĞ^ĂƌŵĂ;ϮϬϬϵͿƌĞůĂƚĂŵŽĚĞƐĞŶǀŽůǀŝŵĞŶƚŽĚĞƵŵĂĨĞƌƌĂŵĞŶƚĂ͕
ĐŚĂŵĂĚĂZ&/^ŝŵ͕ƋƵĞƐŝŵƵůĂĞŵƵŵĂŵĄƋƵŝŶĂĚĞĞǀĞŶƚŽƐĚŝƐĐƌĞƚŽƐŽĨƵŶĐŝŽŶĂŵĞŶƚŽ
ĚŽƐĂůŐŽƌŝƚŵŽƐĂŶƟĐŽůŝƐĆŽĞŽƐĂƐƉĞĐƚŽƐİƐŝĐŽƐĚĞĨƵŶĐŝŽŶĂŵĞŶƚŽĚĞƵŵƐŝƐƚĞŵĂZ&/͘
Ɛ ƋƵĂĕƁĞƐ ĚĞ DĂdžǁĞůů ƐĆŽ Ƶŵ ŐƌƵƉŽ ĚĞ ƋƵĂƚƌŽ ĞƋƵĂĕƁĞƐ͕ ĂƐƐŝŵ ĐŚĂŵĂĚĂƐ Ğŵ ŚŽŶƌĂ ĚĞ :ĂŵĞƐ ůĞƌŬ DĂdžǁĞůů͕ ƋƵĞ
ĚĞƐĐƌĞǀĞŵŽĐŽŵƉŽƌƚĂŵĞŶƚŽĚŽƐĐĂŵƉŽƐĞůĠƚƌŝĐŽĞŵĂŐŶĠƟĐŽ͕ďĞŵĐŽŵŽƐƵĂƐŝŶƚĞƌĂĕƁĞƐĐŽŵĂŵĂƚĠƌŝĂ;tZ͖WEZz͕
ϭϵϵϲͿ͘
ϳ
204 | Faculdades Integradas de Taquara - Faccat
ŶƚƌĞƚĂŶƚŽ͕ĂƐŝŵƵůĂĕĆŽĚŽƐĂƐƉĞĐƚŽƐİƐŝĐŽƐĠƌĞĂůŝnjĂĚĂĚĞĨŽƌŵĂƵŶŝĐĂŵĞŶƚĞƚĞſƌŝĐĂ͕
ƵƟůŝnjĂŶĚŽ Ƶŵ ƷŶŝĐŽ ŵŽĚĞůŽ ĞƐƚĂơƐƟĐŽ Ğ ƐĞŵ ƚĞƐƚĞƐ ƌĞĂŝƐ ĚĞ ǀĂůŝĚĂĕĆŽ͘ ŝĨĞƌĞŶƚĞ ĚĂ
ƉƌŽƉŽƐƚĂĚĞƐƚĞƚƌĂďĂůŚŽ͕ŽZ&/^ŝŵƉŽƐƐƵŝĂƉĞŶĂƐŵŽĚĞůŽƐ;ƉƌŽƚſƟƉŽƐͿĞŶĆŽƵŵƐŝƐƚĞŵĂĐŽŵŝŶƚĞƌĨĂĐĞŐƌĄĮĐĂ͕ĚŝƐƉŽŶşǀĞůƉĂƌĂƵƐŽĚĞƉĞƐƋƵŝƐĂĚŽƌĞƐĞƉƌŽũĞƟƐƚĂƐ͘ĂƐŽŽƐ
ŵŽĚĞůŽƐĚŽZ&/^ŝŵƐĞũĂŵŝŵƉůĞŵĞŶƚĂĚŽƐĐŽŶĨŽƌŵĞĂĂƌƋƵŝƚĞƚƵƌĂƉƌŽƉŽƐƚĂƉĞůŽZ&ϯ͕
ƉŽĚĞƌŝĂĞdžŝƐƟƌƵŵĂŝŶƚĞŐƌĂĕĆŽĞŶƚƌĞĂŵďŽƐŽƐƐŝƐƚĞŵĂƐ͘
Apesar de algumas dessas ferramentas de simulação RFID serem visuais e tridiŵĞŶƐŝŽŶĂŝƐ͕ĞůĂƐŶĆŽƐĆŽtĞď͕ŽƋƵĞŽďƌŝŐĂĂŽƉƌŽũĞƟƐƚĂZ&/ŽƵŽƉĞƐƋƵŝƐĂĚŽƌƐĞŵƉƌĞ
ůĞǀĂƌĞŵĐŽŶƐŝŐŽĂůŐƵŵĐŽŵƉƵƚĂĚŽƌĐŽŶƚĞŶĚŽƚĂŝƐĨĞƌƌĂŵĞŶƚĂƐŝŶƐƚĂůĂĚĂƐĞĐŽŶĮŐƵƌĂĚĂƐ͘KĨĂƚŽĚĞŶĆŽƐĞƌtĞďƚĂŵďĠŵĚŝĮĐƵůƚĂĂĐŽůĂďŽƌĂĕĆŽĚĞƵƐƵĄƌŝŽƐĐŽŵŶŽǀŽƐƌĞĐƵƌƐŽƐĨŽƌŶĞĐŝĚŽƐƉĞůŽĂƉůŝĐĂƟǀŽ͕ƚĂůĐŽŵŽĂƉĞƌƐŽŶĂůŝnjĂĕĆŽĚŽƐŵŽĚĞůŽƐĚĞƐŝŵƵůĂĕĆŽ͘
ϯDĞƚŽĚŽůŽŐŝĂ
ƉĂƌƟƌĚĂƉƌŽďůĞŵĂƟnjĂĕĆŽ͕ĚĂĂŶĄůŝƐĞĚĞĨĞƌƌĂŵĞŶƚĂƐĞĚĂƐĐĂƌĂĐƚĞƌşƐƟĐĂƐĚŽ
ƉƌŽũĞƚŽĚĞĂŵďŝĞŶƚĞƐZ&/͕ĨŽŝĚĞƐĞŶǀŽůǀŝĚŽƵŵ ƐŽŌǁĂƌĞƉĂƌĂŽĂƉŽŝŽĂŽƉƌŽũĞƚŽĚĞ
ambientes RFID aplicado a modelos de predição. Tal ƐŽŌǁĂƌĞĚĞŶŽŵŝŶŽƵͲƐĞZ&ϯ͘
WĂƌĂŽĚĞƐĞŶǀŽůǀŝŵĞŶƚŽĚŽZ&ϯ͕ĨŽŝĂĚŽƚĂĚĂĂŵĞƚŽĚŽůŽŐŝĂĚĞZϴ. Segundo
WƌĞƐƐŵĂŶ;ϮϬϬϮͿ͕ĞƐƐĞŵŽĚĞůŽĚĞĚĞƐĞŶǀŽůǀŝŵĞŶƚŽĚĞƐŽŌǁĂƌĞĠŝƚĞƌĂƟǀŽĞŝŶĐƌĞŵĞŶƚĂů͕ĐŽŵĐŝĐůŽƐĚĞĚĞƐĞŶǀŽůǀŝŵĞŶƚŽĐƵƌƚŽƐ͕ƋƵĞƐĞĚŝǀŝĚĞĞŵĐŝŶĐŽĞƚĂƉĂƐ͗ŝͿŵŽĚĞůĂŐĞŵ
ĚŽ ŶĞŐſĐŝŽ͖ ŝŝͿ ŵŽĚĞůĂŐĞŵ ĚŽƐ ĚĂĚŽƐ ƌĞůĞǀĂŶƚĞƐ ƉĂƌĂ Ă ĂƉůŝĐĂĕĆŽ͖ ŝŝŝͿ ŵŽĚĞůĂŐĞŵ ĚŽ
ŇƵdžŽĚĞƉƌŽĐĞƐƐŽƐ͖ŝǀͿĚĞƐĞŶǀŽůǀŝŵĞŶƚŽĚŽƐŽŌǁĂƌĞĞǀͿƚĞƐƚĞƐ͘dĂŝƐĞƚĂƉĂƐƐĆŽĚĞƐĐƌŝƚĂƐ
ŶĂƐƐĞĕƁĞƐĚĞĂŶĄůŝƐĞ͕ŵŽĚĞůĂŐĞŵĚŽƐŽŌǁĂƌĞ e desenvolvimento.
WĂƌĂĐƌŝĂƌŽƐĚŝĂŐƌĂŵĂƐĚĞĂŶĄůŝƐĞĚŽZ&ϯ͕ĨŽŝƵƟůŝnjĂĚĂƵŵĂĨĞƌƌĂŵĞŶƚĂĐŚĂŵĂda ƐƚĂŚŽŵŵƵŶŝƚLJ;,E's/^/KE͕ϮϬϭϭͿ͕ƋƵĞƉŽƐƐŝďŝůŝƚĂĂŵŽĚĞůĂŐĞŵhD>͘&ŽƌĂŵ
ĐƌŝĂĚŽƐĚŝĂŐƌĂŵĂƐĚĞĂƐŽƐĚĞhƐŽ͕ĚĞƉůŽLJŵĞŶƚ͕ĐůĂƐƐĞƐĞĐŽŵƉŽŶĞŶƚĞƐ͘
ϯ͘ϭŶĄůŝƐĞ
A análise desse ƐŽŌǁĂƌĞŝŶŝĐŝŽƵͲƐĞĐŽŵĐŽůĞƚĂĚĞƌĞƋƵŝƐŝƚŽƐ͕ƋƵĞƐĞŐƵŶĚŽWƌĞƐƐŵĂŶ;ϮϬϬϮͿĠƵŵĂĞƚĂƉĂŝŵƉŽƌƚĂŶƚĞ͕ƋƵĞƉĞƌŵŝƚĞŽďƚĞƌŝŶĨŽƌŵĂĕƁĞƐƋƵĞƌĞƐƵůƚĂŵŶĂ
ĞƐƉĞĐŝĮĐĂĕĆŽĚĂƐĐĂƌĂĐƚĞƌşƐƟĐĂƐŽƉĞƌĂĐŝŽŶĂŝƐĚĂĂƉůŝĐĂĕĆŽ͘ĂŶĄůŝƐĞĚĞƌĞƋƵŝƐŝƚŽƐƉĂƌƟƵ
ĚĞĞŶƚƌĞǀŝƐƚĂƐƌĞĂůŝnjĂĚĂƐŶŽ'ƌƵƉŽĚĞ^ŝƐƚĞŵĂƐŵďĂƌĐĂĚŽƐ;'^Ϳ͕ĚĂWŽŶƟİĐŝĂhŶŝǀĞƌƐŝĚĂĚĞĂƚſůŝĐĂĚŽZŝŽ'ƌĂŶĚĞĚŽ^Ƶů;WhZ^Ϳ͕ƋƵĞƌĞĂůŝnjĂĞƐƚƵĚŽƐƌĞůĂĐŝŽŶĂĚŽƐăƚĞĐŶŽůŽŐŝĂZ&/͘ƐƐĂƐĞŶƚƌĞǀŝƐƚĂƐƟǀĞƌĂŵĐŽŵŽŽďũĞƟǀŽŝĚĞŶƟĮĐĂƌŽƐƉƌŽďůĞŵĂƐĞdžŝƐƚĞŶƚĞƐ
ŶĂŝŵƉůĂŶƚĂĕĆŽĚĞƵŵĂŵďŝĞŶƚĞZ&/ĞƋƵĂŝƐĨƵŶĐŝŽŶĂůŝĚĂĚĞƐƐĞƌŝĂŵŝŵƉŽƌƚĂŶƚĞƐĞdžŝƐƟƌ
em um ƐŽŌǁĂƌĞ para resolver tais problemas.
ƉĂƌƟƌĚĂŶĞĐĞƐƐŝĚĂĚĞĚĞƐĞĞdžŝƐƟƌƵŵĂĂƉůŝĐĂĕĆŽƋƵĞƉŽƐƐŝďŝůŝƚĞĂŝŶƚĞŐƌĂĕĆŽ
ĞŶƚƌĞƉƌŽũĞƚŽĚĞĂŵďŝĞŶƚĞ͕ĐŽŵƵŵŵŽĚĞůŽĚĞƉƌĞĚŝĕĆŽ͕ĨŽŝŝĚĞŶƟĮĐĂĚŽƋƵĞƵŵƉĞƐƋƵŝƐĂĚŽƌƉƌĞĐŝƐĂ͕ŝŶŝĐŝĂůŵĞŶƚĞ͕ƚĞƌĂƉŽƐƐŝďŝůŝĚĂĚĞĚĞƉƌŽũĞƚĂƌƵŵĂŵďŝĞŶƚĞ͘YƵĂŶĚŽŽ
ϴ
ZĂƉŝĚƉƉůŝĐĂƟŽŶĞǀĞůŽƉŵĞŶƚ͕ŽƵĞƐĞŶǀŽůǀŝŵĞŶƚŽZĄƉŝĚŽĚĞƉůŝĐĂĕĆŽ͘
Universo Acadêmico, Taquara, v. 5, n. 1, jan./dez. 2012. | 205
ĂŵďŝĞŶƚĞĞƐƟǀĞƌƉƌŽŶƚŽ͕ĂƐƐƵĂƐĐŽŶĮŐƵƌĂĕƁĞƐ͕ƚĂŝƐĐŽŵŽůŽĐĂůŝnjĂĕĆŽĚŽƐĐŽŵƉŽŶĞŶƚĞƐ
ĞƐƵĂƐĐĂƌĂĐƚĞƌşƐƟĐĂƐ͕ĚĞǀĞŵƐĞƌĞŶǀŝĂĚĂƐƉĂƌĂƋƵĞƵŵŵŽĚĞůŽĚĞƉƌĞĚŝĕĆŽƌĞĂůŝnjĞĂ
ƐŝŵƵůĂĕĆŽĚĞƐĞũĂĚĂ͘&ŝŐƵƌĂϭĞdžŝďĞŽĚŝĂŐƌĂŵĂĚĞĐĂƐŽĚĞƵƐŽ͕ĞŵĂůƚŽŶşǀĞů͕ĚĂĂƉůŝĐĂção. Essa análise serviu como base para se fazer a modelagem do ƐŽŌǁĂƌĞ.
&ŝŐƵƌĂϭͲŝĂŐƌĂŵĂĚĞĂƐŽĚĞhƐŽ
&ŽŶƚĞ͗ůĂďŽƌĂĚŽƉĞůŽĂƵƚŽƌ;ϮϬϭϭͿ͘
KƵƐƵĄƌŝŽĚŽZ&ϯƉŽĚĞƌĄƉƌŽũĞƚĂƌƵŵĂŵďŝĞŶƚĞ͕ĞŵƐĞƵŶĂǀĞŐĂĚŽƌt͕ĂƚƌŝďƵŝŶĚŽĂŶƚĞŶĂƐĞĞƟƋƵĞƚĂƐ͕ďĞŵĐŽŵŽŽƵƚƌŽƐŽďũĞƚŽƐ͘ƉſƐŽƉƌŽũĞƚŽĞƐƚĂƌĐŽŶĐůƵşĚŽ͕Ž
ƵƐƵĄƌŝŽƉŽĚĞƌĄƐƵďŵĞƚĞƌĂĐŽŶĮŐƵƌĂĕĆŽĚŽĂŵďŝĞŶƚĞƉĂƌĂƐĞƌƐŝŵƵůĂĚĂƉŽƌƵŵŵŽĚĞůŽ
ĚĞƉƌĞĚŝĕĆŽ͘ƉſƐŽƉƌŽĐĞƐƐŽĚĞƐŝŵƵůĂĕĆŽĞƐƚĂƌĐŽŶĐůƵşĚŽ͕ŽŵŽĚĞůŽƋƵĞƌĞĂůŝnjŽƵĞƐƐĂ
ĂƟǀŝĚĂĚĞŝƌĄƌĞƚŽƌŶĂƌƉĂƌĂŽZ&ϯŽƌĞƐƵůƚĂĚŽ͕ƉĂƌĂƋƵĞĞůĞƐĞũĂǀŝƐƵĂůŝnjĂĚŽƉĞůŽƵƐƵĄƌŝŽ͘KƵƐƵĄƌŝŽŶĆŽƉƌĞĐŝƐĂŽďƌŝŐĂƚŽƌŝĂŵĞŶƚĞĐƌŝĂƌŽƐĞƵŵŽĚĞůŽĚĞƉƌĞĚŝĕĆŽ͕ǀŝƐƚŽƋƵĞ
ĞůĞƉŽĚĞĐŽŶĮŐƵƌĂƌŽZ&ϯƉĂƌĂƵƟůŝnjĂƌƵŵĞdžŝƐƚĞŶƚĞ͘
ϯ͘ϮDŽĚĞůĂŐĞŵĚŽƐŽŌǁĂƌĞ
A aplicação possui alguns componentes que são necessários para aos requisitos
ůĞǀĂŶƚĂĚŽƐ͗ŝͿhŵĂŝŶƚĞƌĨĂĐĞƋƵĞƐĞƌĄǀŝƐƵĂůŝnjĂĚĂĞŵƵŵŶĂǀĞŐĂĚŽƌt͖ŝŝͿhŵƐĞƌǀŝĚŽƌ
WEB rodando o ƐŽŌǁĂƌĞZ&ϯ͘ĐŽŵƵŶŝĐĂĕĆŽĞŶƚƌĞŽŶĂǀĞŐĂĚŽƌtĞĂĂƉůŝĐĂĕĆŽĠ
ĨĞŝƚĂƉŽƌĚĞƌĞƋƵŝƐŝĕƁĞƐ:y9. A aplicação possui uma classe cliente SOAPϭϬ͕ƋƵĞƚĞŵ
ĐŽŵŽŽďũĞƟǀŽĞŶǀŝĂƌĂĐŽŶĮŐƵƌĂĕĆŽĚŽĂŵďŝĞŶƚĞƉƌŽũĞƚĂĚŽƉĂƌĂƵŵŵŽĚĞůŽĚĞƉƌĞĚŝĕĆŽĞdžƚĞƌŶŽ͖ŝŝŝͿhŵƐĞƌǀŝĚŽƌƌŽĚĂŶĚŽƵŵŵŽĚĞůŽĚĞƉƌĞĚŝĕĆŽ͘KŵŽĚĞůŽĚĞƉƌĞĚŝĕĆŽ
9
ƐLJƐŶĐŚƌŽŶŽƵƐ:ĂǀĂ^ĐƌŝƉƚĂŶĚyD>͘
^ŝŵƉůĞKďũĞĐƚĐĐĞƐƐWƌŽƚŽĐŽů͕ŽƵWƌŽƚŽĐŽůŽ^ŝŵƉůĞƐĚĞĐĞƐƐŽĂKďũĞƚŽƐ͕ĠƵƟůŝnjĂĚŽƉĂƌĂƚƌŽĐĂĚĞŵĞŶƐĂŐĞŶƐŶŽĨŽƌŵĂƚŽyD>͘
ϭϬ
206 | Faculdades Integradas de Taquara - Faccat
ƉŽĚĞƐĞƌĞdžĞĐƵƚĂĚŽĞŵƋƵĂůƋƵĞƌůŝŶŐƵĂŐĞŵĚĞƉƌŽŐƌĂŵĂĕĆŽ͕ĚĞƐĚĞƋƵĞƉŽƐƐƵĂĐŽŵƵnicação via SOAP.
ƉĂƌƟƌĚĂƐŝŶĨŽƌŵĂĕƁĞƐĞŶǀŝĂĚĂƐƉĞůĂŝŶƚĞƌĨĂĐĞŐƌĄĮĐĂǀŝĂ:y͕ŽZ&ϯĐƌŝĂƵŵĂ
ŵĞŶƐĂŐĞŵŶŽĨŽƌŵĂƚŽyD>;tϯ͕ϮϬϭϭĂͿĞĞŶǀŝĂĞƐƐĂŵĞŶƐĂŐĞŵƉĂƌĂƐĞƌƉƌŽĐĞƐƐĂĚĂ
ƉĞůŽŵŽĚĞůŽĚĞƉƌĞĚŝĕĆŽ͘WĂƌĂŝƐƐŽ͕ŽZ&ϯƉŽƐƐƵŝƵŵĐůŝĞŶƚĞ^KWƋƵĞƚĞŵŽŽďũĞƟǀŽ
de se comunicar com o um servidor SOAP externo.
ϯ͘ϯĞƐĞŶǀŽůǀŝŵĞŶƚŽ
O desenvolvimento desse ƐŽŌǁĂƌĞ ĨŽŝ ƌĞĂůŝnjĂĚŽ ĐŽŵ ĂƐ ƚĞĐŶŽůŽŐŝĂƐ ,dD> ϱ
;tϯ͕ ϮϬϭϭďͿ͕ :ĂǀĂƐĐƌŝƉƚ͕ W,W ;E͕ ϮϬϭϭͿ Ğ ^KW ;tϯ͕ ϮϬϭϭĚͿ͘ ůŐƵŵĂƐ ďŝďůŝŽƚĞĐĂƐĨŽƌĂŵƵƟůŝnjĂĚĂƐƉĂƌĂĨĂĐŝůŝƚĂƌŽĚĞƐĞŶǀŽůǀŝŵĞŶƚŽĚĂĂƉůŝĐĂĕĆŽ͕ĐŽŵĚĞƐƚĂƋƵĞƉĂƌĂĂ
dŚƌĞĞ͘ũƐ;ϮϬϭϭͿ͘ƐƐĂW/ƉŽƐƐŝďŝůŝƚĂĂƌĞŶĚĞƌŝnjĂĕĆŽĚĞŽďũĞƚŽƐƚƌŝĚŝŵĞŶƐŝŽŶĂŝƐƵƟůŝnjĂŶĚŽ
o componente Canvas.
K Z&ϯ ƌŽĚĂ Ğŵ Ƶŵ ƐĞƌǀŝĚŽƌ ƉĂĐŚĞ ,ddW ;W,͕ ϮϬϭϭͿ͕ Ğ͕ ƉŽƌ ƐĞƌ tĞď͕
esse ƐŽŌǁĂƌĞĠŵƵůƟƉůĂƚĂĨŽƌŵĂ͘WĂƌĂƐĞƌƵƟůŝnjĂĚŽ͕ŽƵƐƵĄƌŝŽĮŶĂůƉƌĞĐŝƐĂĂƉĞŶĂƐƚĞƌ
ƵŵŶĂǀĞŐĂĚŽƌĂƚƵĂůŝnjĂĚŽ͕ŶĆŽƐĞŶĚŽŶĞĐĞƐƐĄƌŝŽŝŶƐƚĂůĂƌƉůƵŐŝŶƐϭϭŽƵŽƵƚƌŽƐĂƉůŝĐĂƟǀŽƐ͘
ϯ͘ϯ͘ϭ,dD>ϱ
K,dD>ϱ;,LJƉĞƌƚĞdžƚDĂƌŬƵƉ>ĂŶŐƵĂŐĞͿĠƵŵĂǀĞƌƐĆŽŵĂŝƐƌĞĐĞŶƚĞĚŽ,dD>͕
ƋƵĞƉŽƐƐƵŝŶŽǀŽƐƌĞĐƵƌƐŽƐĞĨƵŶĐŝŽŶĂůŝĚĂĚĞƐ͘^ĞŐƵŶĚŽĂtϯ;ϮϬϭϭĐͿ͕ĞƐƐĂůŝŶŐƵĂŐĞŵ
ĚĞŵĂƌĐĂĕĆŽĂŝŶĚĂŶĆŽĞƐƚĄƚŽƚĂůŵĞŶƚĞĮŶĂůŝnjĂĚĂ͕ŵĂƐũĄƉŽƐƐƵŝƐƵƉŽƌƚĞƉĂƌĂŽƐŶĂǀĞŐĂĚŽƌĞƐĂƚƵĂŝƐ͘ƉĞƐĂƌĚĞĞdžŝƐƟƌĞŵĂůŐƵŶƐĐŽŵƉŽŶĞŶƚĞƐƋƵĞŶĆŽƉŽƐƐƵĞŵƐƵƉŽƌƚĞƉĂƌĂ
ĂůŐƵŶƐĚĞƐƐĞƐŶĂǀĞŐĂĚŽƌĞƐ͕ŽƐƚĞƐƚĞƐƌĞĂůŝnjĂĚŽƐŶĆŽŵŽƐƚƌĂƌĂŵŶĞŶŚƵŵƉƌŽďůĞŵĂĚĞ
ĐŽŵƉĂƟďŝůŝĚĂĚĞ͕ŽƵƐĞũĂ͕ƉĂƌĂŽĚĞƐĞŶǀŽůǀŝŵĞŶƚŽĚŽZ&ϯ͕ƉƌŽĐƵƌŽƵͲƐĞƵƟůŝnjĂƌĐŽŶƚĞdžtos suportados nesses quatro ďƌŽǁƐĞƌƐ͕ƐĞŵƋƵĞĞdžŝƐƚĂĂŶĞĐĞƐƐŝĚĂĚĞĚĞŝŶƐƚĂůĂĕĆŽĚĞ
algum plugin.
ĞŶƚƌĞ ĂƐ ŶŽǀŝĚĂĚĞƐ͕ ĞƐƚĆŽ Ă ƉŽƐƐŝďŝůŝĚĂĚĞ ĚĞ ƐĞ ĐƌŝĂƌ ĞůĞŵĞŶƚŽƐ ŐƌĄĮĐŽƐ ƉŽƌ
meio de WEBGLϭϮ͕^s'ϭϯ e Canvas. Em virtude de o contexto Canvas não precisar de um
ĚŝƐƉŽƐŝƟǀŽĚĞƉƌŽĐĞƐƐĂŵĞŶƚŽŐƌĄĮĐŽĚĞĚŝĐĂĚŽ͕ŽƉƚŽƵͲƐĞƉŽƌƵƐĄͲůŽƉĂƌĂĐƌŝĂƌĂŝŶƚĞƌĨĂĐĞĚĞƉƌŽũĞƚŽĚĞĂŵďŝĞŶƚĞĚŽZ&ϯ͘KĂŶǀĂƐƉŽƐƐŝďŝůŝƚĂĂŽƐĚĞƐĞŶǀŽůǀĞĚŽƌĞƐĐƌŝĂƌĞŵĚĞƐĞŶŚŽƐĞŐƌĄĮĐŽƐƵƟůŝnjĂŶĚŽĂůŝŶŐƵĂŐĞŵ:ĂǀĂ^ĐƌŝƉƚ͘EŽĞŶƚĂŶƚŽ͕ƚŽĚĂƐĂƐĨƵŶĕƁĞƐ
ĚĞĚĞƐĞŶŚŽƐĆŽĞŵďĂŝdžŽŶşǀĞů͕ŽƵƐĞũĂ͕ƉĂƌĂƋƵĞƵŵƐŝŵƉůĞƐĚĞƐĞŶŚŽƐĞũĂƉůŽƚĂĚŽ͕Ġ
ŶĞĐĞƐƐĄƌŝŽƐĞĚĞƐĞŶŚĂƌƉŽŶƚŽĂƉŽŶƚŽ͘WĂƌĂĂŐŝůŝnjĂƌŽĚĞƐĞŶǀŽůǀŝŵĞŶƚŽĞƐŝŵƉůŝĮĐĂƌŽ
ĐſĚŝŐŽĚŽZ&ϯ͕ĨĞnjͲƐĞƵƐŽĚĞƵŵĂW/:ĂǀĂ^ĐƌŝƉƚĐŚĂŵĂĚĂdŚƌĞĞ͘ũƐ͘ƐƐĂďŝďůŝŽƚĞĐĂĠ
open sourceĞƉĞƌŵŝƚĞŶĆŽĂƉĞŶĂƐĂƌĞŶĚĞƌŝnjĂĕĆŽĚĞŽďũĞƚŽƐƚƌŝĚŝŵĞŶƐŝŽŶĂŝƐƵƟůŝnjĂŶĚŽ
ĂŶǀĂƐ͕ŵĂƐƚĂŵďĠŵŽƵƐŽĚĂƚĞĐŶŽůŽŐŝĂt'>͘
Módulo de extensão de algum ƐŽŌǁĂƌĞ.
tĞďͲďĂƐĞĚ'ƌĂƉŚŝĐƐ>ŝďƌĂƌLJ͕ŽƵďŝďůŝŽƚĞĐĂŐƌĄĮĐĂďĂƐĞĂĚĂŶĂt;<,ZKEK^'ZKhW/E͕͘ϮϬϭϭͿ͘
ϭϯ
^ĐĂůĂďůĞsĞĐƚŽƌ'ƌĂƉŚŝĐƐ͕ŽƵŐƌĄĮĐŽƐǀĞƚŽƌŝĂŝƐĞƐĐĂůĄǀĞŝƐ;tϯ͕ϮϬϭϭĂͿ͘
ϭϭ
ϭϮ
Universo Acadêmico, Taquara, v. 5, n. 1, jan./dez. 2012. | 207
ϯ͘ϯ͘ϮtĞď^ĞƌǀŝĐĞ
ŚĂƉƉĞůů Ğ :ĞǁĞůů ;ϮϬϬϮͿ ĚĞƐĐƌĞǀĞŵ Ž tĞď ^ĞƌǀŝĐĞ ĐŽŵŽ ƐĞŶĚŽ ƵŵĂ ƉĂƌƚĞ ĚĂ
ůſŐŝĐĂĚĞŶĞŐſĐŝŽƐůŽĐĂůŝnjĂĚĂĞŵĂůŐƵŵůƵŐĂƌŶĂŝŶƚĞƌŶĞƚ͕ƋƵĞƉŽĚĞƌĄƐĞƌĂĐĞƐƐĂĚĂƉŽƌ
ŵĞŝŽĚĞƉƌŽƚŽĐŽůŽƐĚĞŝŶƚĞƌŶĞƚƚĂŝƐĐŽŵŽ,ddWŽƵ^DdW͘ŵ^ŶĞůů͕dŝĚǁĞůůĞ<ƵůĐŚĞŶŬŽ
;ϮϬϬϮͿ͕ĂƚĞĐŶŽůŽŐŝĂtĞď^ĞƌǀŝĐĞĐŽŶƚĠŵĂůŐƵŵĂƐĐĂƌĂĐƚĞƌşƐƟĐĂƐ͕ƚĂŝƐĐŽŵŽ͗;ŝͿƐĞƌďĂƐĞĂĚŽĞŵyD>͖;ŝŝͿƉŽƐƐƵŝƌĨƌĂĐŽĂĐŽƉůĂŵĞŶƚŽ͕ŽƋƵĞƉĞƌŵŝƚĞĂƚƌŽĐĂĚĞŵĞŶƐĂŐĞŶƐĞŶƚƌĞ
ƐŝƐƚĞŵĂƐĚŝĨĞƌĞŶƚĞƐ͖;ŝŝŝͿ ƉŽĚĞƌ ƐĞƌƐşŶĐƌŽŶŽ ŽƵ ĂƐƐşŶĐƌŽŶŽ͖ ;ŝǀͿ ƐƵƉŽƌƚĂƌĐŚĂŵĂĚĂƐ ĚĞ
ƉƌŽĐĞĚŝŵĞŶƚŽƐƌĞŵŽƚŽƐ;ZWͿ͖;ǀͿƉĞƌŵŝƟƌĂƚƌŽĐĂĚĞĚŽĐƵŵĞŶƚŽƐ͘
^ĞŐƵŶĚŽDŽŶƐŽŶͲ,ĂĞĨĞů;ϮϬϬϰͿ͕dŚĞdžƚĞŶƐŝďůĞDĂƌŬƵƉ>ĂŶŐƵĂŐĞ;yD>ͿĠƵŵĂ
ŵĞƚĂůŝŶŐƵĂŐĞŵ͕ŽƵƐĞũĂ͕ƵŵĂůŝŶŐƵĂŐĞŵƉĂƌĂĚĞĮŶŝĕĆŽĚĞŽƵƚƌĂƐůŝŶŐƵĂŐĞŶƐ͕ĚĞĮŶŝĚĂ
ƉŽƌ ƵŵĂ ĞƐƉĞĐŝĮĐĂĕĆŽ͘ ŽŵŽ ƵŵĂ ĞƐƉĞĐŝĮĐĂĕĆŽ͕ Ž yD> ĚĞĮŶĞ ĂůŐƵŵĂƐ ƚĂŐƐ ;ŵĂƌĐĂĕƁĞƐͿƋƵĞƐĆŽƵƐĂĚĂƐƉĂƌĂŽƌŐĂŶŝnjĂƌŽƵĚĞƐĐƌĞǀĞƌƵŵƚĞdžƚŽ͘ƐƚĂŐƐŐĞƌĂůŵĞŶƚĞƉŽƐƐƵĞŵ
ƵŵŝŶşĐŝŽĞƵŵĮŵ͕ĞŽƋƵĞĞƐƟǀĞƌĚĞŶƚƌŽĚĞůĂƐĠĐŚĂŵĂĚŽĞůĞŵĞŶƚŽ͘
Para padronizar a forma como são trocadas mensagens entre os o cliente e o
ƐĞƌǀŝĚŽƌ͕ĨŽŝĐƌŝĂĚŽƵŵĂƌƋƵŝǀŽt^>;tĞď^ĞƌǀŝĐĞƐĞƐĐƌŝƉƟŽŶ>ĂŶŐƵĂŐĞͿ͘ŽŶĨŽƌŵĞ
Ătϯ;ϮϬϭϭĞͿ͕ĞƐƐĞĠƵŵĂƌƋƵŝǀŽĞƐĐƌŝƚŽƵƐĂŶĚŽĂůŝŶŐƵĂŐĞŵyD>͕ƋƵĞĚĞƐĐƌĞǀĞƵŵĂ
ĨŽƌŵĂƉĂĚƌĆŽĚĞĐŽŵƵŶŝĐĂĕĆŽĞŶƚƌĞƐŝƐƚĞŵĂƐĚŝĨĞƌĞŶƚĞƐ͘ůĞďĂƐŝĐĂŵĞŶƚĞĐŽŶƚĠŵƵŵ
ƟƉŽĂďƐƚƌĂƚŽĚĞŵĞŶƐĂŐĞŵ͕ĂƐŽƉĞƌĂĕƁĞƐƋƵĞƐĞƌĆŽƌĞĂůŝnjĂĚĂƐ͕ƵŵƉƌŽƚŽĐŽůŽĞŽƐƐĞƌǀŝĕŽƐƵƟůŝnjĂĚŽƐ͘KƉĞƐƋƵŝƐĂĚŽƌƋƵĞĚĞƐĞũĂƌŝŶƚĞŐƌĂƌƐĞƵŵŽĚĞůŽĚĞƉƌĞĚŝĕĆŽĐŽŵŽZ&ϯ
ĚĞǀĞƌĄĨĂnjĞƌƵƐŽĚŽĂƌƋƵŝǀŽt^>ĚŝƐƉŽŶŝďŝůŝnjĂĚŽƉĞůŽZ&ϯ͘
ŵĞŶƐĂŐĞŵyD>ĞŶǀŝĂĚĂƉĞůŽZ&ϯƉŽƐƐƵŝĂůŐƵŶƐĂƚƌŝďƵƚŽƐďĄƐŝĐŽƐƋƵĞƐĆŽ
ĞŶǀŝĂĚŽƐƉĂƌĂŽŵŽĚĞůŽĚĞƉƌĞĚŝĕĆŽ;dĂďĞůĂϭͿ͕ĂůĠŵĚŽƐĂƚƌŝďƵƚŽƐĞƐƉĞĐşĮĐŽƐĚĞůĞŝƚŽƌĞƐĞĂŶƚĞŶĂƐ;dĂďĞůĂϮͿĞƉĂƌĂĞƟƋƵĞƚĂƐ;dĂďĞůĂϯͿ͘
d>ϭʹ/ŶĨŽƌŵĂĕƁĞƐďĄƐŝĐĂƐĞŶǀŝĂĚĂƐƉĂƌĂĐĂĚĂĐŽŵƉŽŶĞŶƚĞ
Tag xml
Descrição
idComponente
/ĚĞŶƟĮĐĂĕĆŽĚŽĐŽŵƉŽŶĞŶƚĞŶŽĂŵďŝĞŶƚĞŐƌĄĮĐŽ͘ƐƚĂŝĚĞŶƟĮĐĂĕĆŽĠŐĞƌĂĚĂĞŵƚĞŵƉŽ
ĚĞĞdžĞĐƵĕĆŽƉĂƌĂĐĂĚĂĐŽŵƉŽŶĞŶƚĞĂƚƌŝďƵşĚŽĂŽƉƌŽũĞƚŽ͘
ĐŽŽƌĚĞŶĂĚĂy
WŽƐŝĕĆŽĚŽĐŽŵƉŽŶĞŶƚĞŶĂĐŽŽƌĚĞŶĂĚĂy͘
ĐŽŽƌĚĞŶĂĚĂz
WŽƐŝĕĆŽĚŽĐŽŵƉŽŶĞŶƚĞŶĂĐŽŽƌĚĞŶĂĚĂz͘
ĐŽŽƌĚĞŶĂĚĂ
WŽƐŝĕĆŽĚŽĐŽŵƉŽŶĞŶƚĞŶĂĐŽŽƌĚĞŶĂĚĂ͘
zenite
ůĞǀĂĕĆŽĚŽŽďũĞƚŽ͘
azimute
^ĞŶƟĚŽĚĞƌŽƚĂĕĆŽĚŽĐŽŵƉŽŶĞŶƚĞ͘
ƟƉŽ
dŝƉŽĚŽĐŽŵƉŽŶĞŶƚĞ͕ŽƵƐĞũĂ͕ƐĞĞůĞĠƵŵĂĞƟƋƵĞƚĂ͕ƵŵĂĂŶƚĞŶĂ͕ŽƵŽƵƚƌŽƟƉŽĚĞŵĂƚĞƌŝĂů͘
escala
ƐĐĂůĂĚĂĚŝƐƚąŶĐŝĂĞŶƚƌĞŽƐĐŽŵƉŽŶĞŶƚĞƐ͘
d>Ϯʹ/ŶĨŽƌŵĂĕƁĞƐĞƐƉĞĐşĮĐĂƐƉĂƌĂůĞŝƚŽƌĞƐĞĂŶƚĞŶĂƐ
Tag xml
Descrição
potenciaLeitor
Potência do leitor.
frequencia
&ƌĞƋƵġŶĐŝĂƵƟůŝnjĂĚĂĚƵƌĂŶƚĞĂƐŝŵƵůĂĕĆŽ͘
208 | Faculdades Integradas de Taquara - Faccat
d>ϯʹ/ŶĨŽƌŵĂĕƁĞƐĞƐƉĞĐşĮĐĂƐƉĂƌĂĞƟƋƵĞƚĂƐ
Tag xml
Descrição
ŐĂŶŚŽƟƋƵĞƚĂ
'ĂŶŚŽĚĂĞƟƋƵĞƚĂ͘
ďĂĐŬƐĐĂƩĞƌŝŶŐ>ŽƐƐďŵ
WĞƌĚĂĚĞŝŶƚĞŶƐŝĚĂĚĞĞŶƚƌĞĂƉŽƚġŶĐŝĂƌĞĐĞďŝĚĂƉĞůĂĞƟƋƵĞƚĂĞĂƉŽƚġŶĐŝĂ
ƌĞŇĞƟĚĂ͘
ƉĂƌƟƌĚĞƐƐĂƐŝŶĨŽƌŵĂĕƁĞƐ͕ŽŵŽĚĞůŽĚĞƉƌĞĚŝĕĆŽƉŽĚĞĐĂůĐƵůĂƌĂůŽĐĂůŝnjĂĕĆŽĞ
ŽƐĞŶƟĚŽ;ƌŽƚĂĕĆŽ͕ąŶŐƵůŽͿĚĞĐĂĚĂĐŽŵƉŽŶĞŶƚĞ͘ĞƉŽƐƐĞĚĞƐƐĂƐŝŶĨŽƌŵĂĕƁĞƐ͕ĞũƵŶƚŽ
ĐŽŵĂĞƐĐĂůĂ͕ĞůĞƉŽĚĞĐĂůĐƵůĂƌƚĂŵďĠŵĂƐĚŝƐƚąŶĐŝĂƐĞŶƚƌĞŽƐŽďũĞƚŽƐ͘
ƉſƐƉƌŽĐĞƐƐĂƌĂƐŝŶĨŽƌŵĂĕƁĞƐ͕ŽŵŽĚĞůŽĚĞƉƌĞĚŝĕĆŽĐƌŝĂƵŵĂŵĞŶƐĂŐĞŵyD>
ĞĂĞŶǀŝĂĐŽŵŽƌĞƐƉŽƐƚĂƉĂƌĂŽZ&ϯ͘dĂďĞůĂϰĚĞƐĐƌĞǀĞĂƐŝŶĨŽƌŵĂĕƁĞƐƋƵĞƐĆŽĞŶǀŝĂdas como resposta pelo modelo de predição.
d>ϰʹdžĞŵƉůŽĚĞŝŶĨŽƌŵĂĕƁĞƐƌĞƚŽƌŶĂĚĂƐƉĞůŽŵŽĚĞůŽĚĞƉƌĞĚŝĕĆŽ
Tag xml
Descrição
KďƌŝŐĂƚſƌŝŽ
ůŝƐƚĂĞƟƋƵĞƚĂƐ
>ŝƐƚĂĚĂƐĞƟƋƵĞƚĂƐ͘ƐƚĂůŝƐƚĂƉŽƐƐƵŝĂŝĚĞŶƟĮĐĂĕĆŽĚĂƐ
ĞƟƋƵĞƚĂƐĞĂƉŽƚġŶĐŝĂƌĞĐĞďŝĚĂƉĞůŽůĞŝƚŽƌĚƵƌĂŶƚĞĂůĞŝƚƵƌĂ͘
Sim
dataHora
Data e hora em que a simulação foi realizada.
Sim
informacoes
Texto descrevendo algumas informações a respeito de quem
criou o modelo de predição.
Sim
autor
Autor do modelo de predição
Sim
listaDeMensagens
Lista de mensagens retornadas pelo modelo de predição.
Não
simulacaoRealizada
Informa se a simulação foi realizada com sucesso ou não.
Sim
versao
Versão do modelo de predição.
Sim
WĂƌĂƐĂďĞƌƐĞĂŵĞŶƐĂŐĞŵĚĞƌĞƚŽƌŶŽĠĐŽŵƉĂơǀĞůĐŽŵŽZ&ϯ͕ĞƐƚĞŝƌĄǀĂůŝĚĂƌ
ĂŵĞŶƐĂŐĞŵƉŽƌŵĞŝŽĚĞƵŵĂƌƋƵŝǀŽy^͘^ĞŐƵŶĚŽĂtϯ;ϮϬϭϭĨͿ͕Žy^;yD>^ĐŚĞŵĂ
ĞĮŶŝƟŽŶͿĠƵŵĂůŝŶŐƵĂŐĞŵĚĞǀĂůŝĚĂĕĆŽĞƐĐƌŝƚĂŶŽĨŽƌŵĂƚŽyD>͕ƵƟůŝnjĂĚĂƉĂƌĂĂĐƌŝĂĕĆŽĚĞƌĞŐƌĂƐĚĞǀĂůŝĚĂĕĆŽƉĂƌĂĚŽĐƵŵĞŶƚŽƐyD>͘ƚƌĂǀĠƐĚŽy^͕ĠƉŽƐƐşǀĞůĚĞĮŶŝƌƋƵĞ
ƵŵĂŵĞŶƐĂŐĞŵyD>ĚĞǀĞĐŽŶƚĞƌŽďƌŝŐĂƚŽƌŝĂŵĞŶƚĞĚĞƚĞƌŵŝŶĂĚŽƐĞůĞŵĞŶƚŽƐĞĂƚƌŝďƵƚŽƐĞƋƵĞŽƐǀĂůŽƌĞƐĚĞǀĞŵƐĞƌĚĞĚĞƚĞƌŵŝŶĂĚŽƐƟƉŽƐ͘
ŽŵŽĂŝŶƚĞŐƌĂĕĆŽĞŶƚƌĞŽZ&ϯĞŽƐŵŽĚĞůŽƐĚĞƉƌĞĚŝĕĆŽĠĨĞŝƚĂƉŽƌŵĞŝŽĚĞ
ŵĞŶƐĂŐĞŶƐyD>͕ŶĆŽĠŶĞĐĞƐƐĄƌŝŽƋƵĞŽŵŽĚĞůŽĚĞƉƌĞĚŝĕĆŽƐĞũĂĚĞƐĞŶǀŽůǀŝĚŽĐŽŵĂ
mesma linguagem desse ƐŽŌǁĂƌĞ͕ŶĞƐƚĞĐĂƐŽW,W͘KƵƐĞũĂ͕ŽŵŽĚĞůŽĚĞƉƌĞĚŝĕĆŽƉŽĚĞ
ƐĞƌĐŽŶƐƚƌƵşĚŽĞŵƋƵĂůƋƵĞƌůŝŶŐƵĂŐĞŵĚĞƉƌŽŐƌĂŵĂĕĆŽĞƚĂŵďĠŵƉŽĚĞƐĞƌĞdžĞĐƵƚĂĚŽ
em qualquer arquitetura.
4 Resultados
A pesquisa e desenvolvimento teve como resultado um ƐŽŌǁĂƌĞt͕ĚĞŶŽŵŝŶĂĚŽZ&ϯ͘&ŝŐƵƌĂϮĞdžŝďĞŽŇƵdžŽĚĞĨƵŶĐŝŽŶĂŵĞŶƚŽĚĂĂƉůŝĐĂĕĆŽĞŵŶşǀĞůĚĞƵƐƵĄƌŝŽ
Universo Acadêmico, Taquara, v. 5, n. 1, jan./dez. 2012. | 209
bem como a troca de dados que será realizada entre os componentes do sistema.
&ŝŐƵƌĂϮͲƌƋƵŝƚĞƚƵƌĂĚŽZ&ϯŶĂǀŝƐĆŽĚŽƵƐƵĄƌŝŽ
&ŽŶƚĞ͗ůĂďŽƌĂĚŽƉĞůŽĂƵƚŽƌ;ϮϬϭϭͿ͘
O funcionamento pode ser descrito da seguinte forma: um pesquisador cria um
ŵŽĚĞůŽĚĞƐŝŵƵůĂĕĆŽ͕ƋƵĞƉŽƐƐŝďŝůŝƚĂŝĚĞŶƟĮĐĂƌƐĞƵŵĂĞƟƋƵĞƚĂĨŽŝůŝĚĂŽƵŶĆŽ͕ƚĞŶĚŽ
como base algumas informações. Podemos supor que tais informações são a potência
ĚĂĂŶƚĞŶĂĚŽůĞŝƚŽƌZ&/͕ĂĨƌĞƋƵġŶĐŝĂƵƟůŝnjĂĚĂ͕ŽŐĂŶŚŽĚĂĞƟƋƵĞƚĂĞĂĚŝƐƚąŶĐŝĂĞŵ
ůŝŶŚĂƌĞƚĂ͕ŶŽĞƐƉĂĕŽůŝǀƌĞ͕ĞŶƚƌĞƵŵĂĞƟƋƵĞƚĂĞƵŵĂĂŶƚĞŶĂ͘EĞƐƐĞĞdžĞŵƉůŽŚŝƉŽƚĠƟĐŽ͕
ƐĆŽĚĞƐƉƌĞnjĂĚŽƐŽƵƚƌŽƐĨĂƚŽƌĞƐ͕ĐŽŵŽĂƐĚŝƌĞĕƁĞƐĞĂƉŽůĂƌŝĚĂĚĞĚĂĂŶƚĞŶĂĞĚĂĞƟƋƵĞƚĂ
e a existência de outros materiais no cenário. O modelo de simulação desenvolvido deve
ƐĞƌĐŽĚŝĮĐĂĚŽĞĚŝƐƉŽŶŝďŝůŝnjĂĚŽĞŵĨŽƌŵĂĚĞƐĞƌǀŝĚŽƌ^KW;tĞď^ĞƌǀŝĐĞͿ͘
KƵƐƵĄƌŝŽ͕ĞŶƚĆŽ͕ĚĞƐĞŶŚĂŶŽĂŵďŝĞŶƚĞĚŽZ&ϯŽƐĞůĞŵĞŶƚŽƐĞŶǀŽůǀŝĚŽƐŶŽ
ĐĞŶĄƌŝŽƋƵĞƐĞĚĞƐĞũĂƉƌŽũĞƚĂƌ͘&ĞŝƚŽŝƐƐŽ͕ŽƵƐƵĄƌŝŽŝŶĨŽƌŵĂĂŽZ&ϯĂůŽĐĂůŝnjĂĕĆŽĚŽƐĞƌǀŝĚŽƌ^KWĚŽŵŽĚĞůŽĚĞƐŝŵƵůĂĕĆŽ͕ƌĞƐƉŽŶƐĄǀĞůƉŽƌŝĚĞŶƟĮĐĂƌƐĞŽƐĚĂĚŽƐĞdžŝƐƚĞŶƚĞƐ
ŶĂĞƟƋƵĞƚĂƐĞƌĆŽůŝĚŽƐŽƵŶĆŽ͘KŵŽĚĞůŽĚĞƐŝŵƵůĂĕĆŽĞƐƚĂƌĄƉƌĞƐĞŶƚĞƐŽŵĞŶƚĞŶŽtĞď
^ĞƌǀŝĐĞŝŶĨŽƌŵĂĚŽ͕ĞŶĆŽŶŽZ&ϯ͕ĚĞƐƐĂĨŽƌŵĂƵŵŵĞƐŵŽƉƌŽũĞƚŽĚĞĂŵďŝĞŶƚĞƉŽĚĞ
ƐĞƌǀŝƌĐŽŵŽďĂƐĞƉĂƌĂǀĄƌŝŽƐŵŽĚĞůŽƐ͘ƉſƐƐƵďŵĞƚĞƌĞƐƐĂƐŝŶĨŽƌŵĂĕƁĞƐ͕ŽZ&ϯĐƌŝĂ
ƵŵĂŵĞŶƐĂŐĞŵyD>;ƉĂĚƌĆŽ^KWͿĞĂĞŶǀŝĂƉĂƌĂŽƐĞƌǀŝĚŽƌŝŶĨŽƌŵĂĚŽ͘ƐƐĞƐĞƌǀŝĚŽƌ͕
ƉŽƌƐƵĂǀĞnj͕ƉƌŽĐĞƐƐĂĂƐŝŶĨŽƌŵĂĕƁĞƐĞŶǀŝĂĚĂƐĞƌĞƐƉŽŶĚĞĂŽZ&ϯ͕ƚĂŵďĠŵǀŝĂyD>͕Ă
ŝĚĞŶƟĮĐĂĕĆŽŽƵŶĆŽĚĂƐĞƟƋƵĞƚĂƐ͘dĂŶƚŽŽZ&ϯƋƵĂŶƚŽŽtĞď^ĞƌǀŝĐĞĚŽŵŽĚĞůŽĚĞ
ƐŝŵƵůĂĕĆŽǀĞƌŝĮĐĂŵƐĞĂƐŵĞŶƐĂŐĞŶƐƚƌŽĐĂĚĂƐƐĆŽǀĄůŝĚĂƐĂƉĂƌƟƌĚĞƵŵĂƌƋƵŝǀŽy^ϭϰ.
KZ&ϯĞdžŝďĞŶŽŶĂǀĞŐĂĚŽƌĚŽƵƐƵĄƌŝŽŽƌĞƐƵůƚĂĚŽƐƵďŵĞƟĚŽƉĞůŽtĞď^ĞƌǀŝĐĞ.
ŵĞŶƐĂŐĞŵyD>͕ĞŶǀŝĂĚĂƉĂƌĂŽƐĞƌǀŝĚŽƌƌĞƐƉŽŶƐĄǀĞůƉŽƌĞĨĞƚƵĂƌĂƐŝŵƵůĂĕĆŽ͕
ĐŽŶƚĠŵĂĚĞƐĐƌŝĕĆŽĚĞƚŽĚŽƐŽƐŽďũĞƚŽƐĚŽĐĞŶĄƌŝŽ͕ŝŶĐůƵŝŶĚŽƐĞƵƐĂƚƌŝďƵƚŽƐŝŶĨŽƌŵĂĚŽƐ
ŶŽ ĂŵďŝĞŶƚĞ ǀŝƐƵĂů͘ K ƵƐƵĄƌŝŽ ƉŽĚĞ ŝŶĐůƵƐŝǀĞ ĂĚŝĐŝŽŶĂƌ ŶŽǀŽƐ ŽďũĞƚŽƐ ŽƵ ĐƌŝĂƌ ŶŽǀĂƐ
ĐĂƌĂĐƚĞƌşƐƟĐĂƐƉĂƌĂŽƐŝƚĞŶƐƉƌĞǀŝĂŵĞŶƚĞĚĞĮŶŝĚŽƐ͘
ϭϰ
^ĐŚĞŵĂĞĮŶŝƟŽŶ͕ŽƵĂƌƋƵŝǀŽĚĞĚĞĮŶŝĕĆŽĚĞyD>͘
210 | Faculdades Integradas de Taquara - Faccat
KĂƉůŝĐĂƟǀŽĂƉŽŝĂŽƉƌŽũĞƚŽĚĞƐŝƐƚĞŵĂƐZ&/ƉŽƌŵĞŝŽĚĞƵŵĂĨĞƌƌĂŵĞŶƚĂƉĂƌĂ
ĚĞƐĞŶŚŽŐƌĄĮĐŽĚĞĂŵďŝĞŶƚĞƐĞŵƋƵĞƚĂůƚĞĐŶŽůŽŐŝĂƉŽƐƐĂǀŝƌĂƐĞƌŝŵƉůĂŶƚĂĚĂ͘KĂƉůŝĐĂƟǀŽƚĂŵďĠŵĨŽƌŶĞĐĞƵŵĂĐĂŵĂĚĂĚĞŝŶƚĞŐƌĂĕĆŽ͕ƉŽƐƐŝďŝůŝƚĂŶĚŽƌĞĂůŝnjĂƌƐŝŵƵůĂĕƁĞƐ
ƵƟůŝnjĂŶĚŽŵŽĚĞůŽƐĚĞƉƌĞĚŝĕĆŽĂƉůŝĐĂĚŽƐĂĂŵďŝĞŶƚĞƐZ&/͘
No ƐŽŌǁĂƌĞZ&ϯ͕ŽƵƐƵĄƌŝŽƚĞŵĂƉŽƐƐŝďŝůŝĚĂĚĞĚĞĐƌŝĂƌƵŵĂŵďŝĞŶƚĞƋƵĞƉŽƐƐĂ
ƌĞƉƌĞƐĞŶƚĂƌƵŵĐĞŶĄƌŝŽİƐŝĐŽƌĞĂů͕ŝŶĨŽƌŵĂŶĚŽĂŶƚĞŶĂƐĞĞƟƋƵĞƚĂƐZ&/ĞƐƵĂƐĐĂƌĂĐƚĞƌşƐƟĐĂƐĚĞĨƵŶĐŝŽŶĂŵĞŶƚŽ͘KZ&ϯĨŽƌŶĞĐĞƵŵĂĨĞƌƌĂŵĞŶƚĂƚƌŝĚŝŵĞŶƐŝŽŶĂů͕ĞŵƋƵĞ
ŽƵƐƵĄƌŝŽƉŽĚĞĚŝŵĞŶƐŝŽŶĂƌ͕ĂƌƌĂƐƚĂƌĞǀŝƐƵĂůŝnjĂƌĐĂĚĂŽďũĞƚŽĚŽĐĞŶĄƌŝŽ͘
KƵƐƵĄƌŝŽƉŽĚĞƚĂŵďĠŵƉƌŽũĞƚĂƌƵŵĂŵďŝĞŶƚĞƋƵĞĐŽŶƚĞŶŚĂŽƐŵĂŝƐĚŝǀĞƌƐŽƐ
ƟƉŽƐĚĞŽďũĞƚŽƐ͕ĂůĠŵĚĞĐŽŶĮŐƵƌĂƌƐĞƵƐĂƚƌŝďƵƚŽƐ͕ƚĂŝƐĐŽŵŽ͗ĂůƚƵƌĂ͕ůĂƌŐƵƌĂ͕ĐŽƌ͕ŵĂƚĞƌŝĂů͕ ĚĞŶƐŝĚĂĚĞ͕ ƉŽƐŝĕĆŽ͕ ĚŝƌĞĕĆŽ Ğ ŽƵƚƌĂƐ ĐĂƌĂĐƚĞƌşƐƟĐĂƐ ƋƵĞ ƉŽƐƐĂŵ ŝŶŇƵĞŶĐŝĂƌ ŶŽ
resultado da simulação.
/ŶŝĐŝĂůŵĞŶƚĞ͕ŶŽƉƌŝŵĞŝƌŽƉƌŽƚſƟƉŽ͕ŽƐĐŽŵƉŽŶĞŶƚĞƐĞdžŝƐƚĞŶƚĞƐŶŽĂŵďŝĞŶƚĞƐĆŽ
ŽƐŵĂŝƐŝŵƉŽƌƚĂŶƚĞƐĚĞƵŵƐŝƐƚĞŵĂZ&/͕ŽƵƐĞũĂ͕ůĞŝƚŽƌĞƐĞĞƟƋƵĞƚĂƐ͘KƐĂƚƌŝďƵƚŽƐƚĂŵďĠŵƐĆŽůŝŵŝƚĂĚŽƐƐŽŵĞŶƚĞĂŽƐŵĂŝƐƌĞůĞǀĂŶƚĞƐĚĂƚĞĐŶŽůŽŐŝĂ͕ĞƋƵĞƉŽĚĞŵŝŶŇƵĞŶĐŝĂƌ
ŶƵŵĂƐŝŵƵůĂĕĆŽ;E/</d/E͖ZK͕ϮϬϬϴͿ͘
Alguns dos atributos que foram considerados durante o desenvolvimento desse
ƉƌŽũĞƚŽƉĂƌĂĞƟƋƵĞƚĂƐĨŽƌĂŵŽŐĂŶŚŽ͕ĂĚŝƐƚąŶĐŝĂĞŶƚƌĞĞůĂƐĞĂĂŶƚĞŶĂ͕ĞŽƉŽƐŝĐŝŽŶĂŵĞŶƚŽ͘:ĄƉĂƌĂůĞŝƚŽƌĞƐZ&/͕ĨŽƌĂŵĐŽŶƐŝĚĞƌĂĚŽƐƉŽƚġŶĐŝĂ͕ŐĂŶŚŽĞƉŽƐŝĐŝŽŶĂŵĞŶƚŽĚĂ
ĂŶƚĞŶĂ͘ĨƌĞƋƵġŶĐŝĂĚĞŽƉĞƌĂĕĆŽƚĂŵďĠŵĨŽŝƵŵŝŵƉŽƌƚĂŶƚĞƉĂƌąŵĞƚƌŽĐŽŶƐŝĚĞƌĂĚŽ
ĚƵƌĂŶƚĞŽĚĞƐĞŶǀŽůǀŝŵĞŶƚŽĚŽZ&ϯ͘
KƐĞdžƉĞƌŝŵĞŶƚŽƐƌĞĂůŝnjĂĚŽƐĂƚĠŽŵŽŵĞŶƚŽĨŽƌĂŵĨĞŝƚŽƐƵƟůŝnjĂŶĚŽƵŵŵŽĚĞůŽ
que realiza uma simulação por meio de uma equação de espaço livre. A equação de
&Z//^ĠƵŵŵŽĚĞůŽĚĞƉƌŽƉĂŐĂĕĆŽƵƟůŝnjĂĚŽƉĂƌĂĞƐƟŵĂƌĂŝŶƚĞŶƐŝĚĂĚĞĚŽƐŝŶĂůƌĞĐĞďŝĚŽ͕
ƋƵĂŶĚŽŽƚƌĂŶƐŵŝƐƐŽƌĞŽƌĞĐĞƉƚŽƌƉŽƐƐƵĞŵƵŵĐĂŵŝŶŚŽĚĞůŝŶŚĂĚĞǀŝƐĆŽůŝŵƉĂ͕ƐĞŵ
ŽďƐƚƌƵĕƁĞƐĞŶƚƌĞĞůĞƐ͘ŵƵŵĞƐƉĂĕŽůŝǀƌĞ͕ŽƵƐĞũĂ͕ƐĞŵƋƵĞĞdžŝƐƚĂŵŽďƐƚĄĐƵůŽƐŶŽĂŵďŝĞŶƚĞ͕ĂƉŽƚġŶĐŝĂƌĞĐĞďŝĚĂĠŽďƟĚĂĂƚƌĂǀĠƐĚĂĞƋƵĂĕĆŽ;ϭͿ;'hd,D͕ϮϬϬϴͿ͘
;ϭͿ
Onde PϭƌĠĂƉŽƚġŶĐŝĂƌĞĐĞďŝĚĂƉĞůŽĞƋƵŝƉĂŵĞŶƚŽůĞŝƚŽƌ͕WϭƚĠĂƉŽƚġŶĐŝĂƚƌĂŶƐŵŝƟĚĂ͕'ϭ e GϮƐĆŽŽƐŐĂŶŚŽƐĚĂĂŶƚĞŶĂĞŵŝƐƐŽƌĂĞĚĂĂŶƚĞŶĂĚĂĞƟƋƵĞƚĂ͕ƌĞƐƉĞĐƟǀĂmente. BL representa o ĂĐŬƐĐĂƩĞƌŝŶŐ>ŽƐƐĚĂĞƟƋƵĞƚĂ͘ůĠŵĚŝƐƐŽ͕ŽůĂŵďĚĂ;ʄͿĠŽ
ĐŽŵƉƌŝŵĞŶƚŽĚĞŽŶĚĂĚĂĨƌĞƋƵġŶĐŝĂĚĞƚƌĂŶƐŵŝƐƐĆŽ͕ĞƌĠĂĚŝƐƚąŶĐŝĂĞŵŵĞƚƌŽƐĞŶƚƌĞĂ
ĂŶƚĞŶĂĚŽƚƌĂŶƐŵŝƐƐŽƌĞĂĂŶƚĞŶĂĚŽƌĞĐĞƉƚŽƌ;&ŝŐƵƌĂϯͿ͘KƐŐĂŶŚŽƐĚĂƐĂŶƚĞŶĂƐƐĆŽŵĞĚŝĚŽƐĞŵƌĞůĂĕĆŽĂĂŶƚĞŶĂƐŝƐŽƚƌſƉŝĐĂƐ;ĞŵƵŶŝĚĂĚĞƐůŝŶĞĂƌĞƐĞŶĆŽĞŵĚĞĐŝďĠŝƐͿ͕ĞĐŽŵ
ŽĐŽŵƉƌŝŵĞŶƚŽĚĞŽŶĚĂĞĂĚŝƐƚąŶĐŝĂƚĞŶĚŽĂƐŵĞƐŵĂƐƵŶŝĚĂĚĞƐ;'hd,D͕ϮϬϬϴͿ͘
Universo Acadêmico, Taquara, v. 5, n. 1, jan./dez. 2012. | 211
&ŝŐƵƌĂϯͲZĞƉƌĞƐĞŶƚĂĕĆŽĚĂƉĞƌĚĂĚŽƐŝŶĂůĞŵŝƟĚŽƉĞůŽĞƋƵŝƉĂŵĞŶƚŽůĞŝƚŽƌ
&ŽŶƚĞ͗ĚĂƉƚĂĚŽĚĞ'ĂƵƚŚĂŵ;ϮϬϬϴͿ
&ĂnjĞŶĚŽ ƵƐŽ ĚĞƐƐĂ ĞƋƵĂĕĆŽ͕ ĨŽŝ ĚĞƐĞŶǀŽůǀŝĚŽ Ƶŵ tĞď ^ĞƌǀŝĐĞ que teve como
ŽďũĞƟǀŽƉƌŽĐĞƐƐĂƌĂƐƌĞƋƵŝƐŝĕƁĞƐĨĞŝƚĂƐƉĞůŽZ&ϯ͘&Žŝ͕ĞŶƚĆŽ͕ƉƌŽũĞƚĂĚŽƵŵĐĞŶĄƌŝŽĐŽŶƚĞŶĚŽƵŵĂĂŶƚĞŶĂĞƵŵĂĞƟƋƵĞƚĂ͕ŝŶŝĐŝĂůŵĞŶƚĞĂƵŵĂĚĞƚĞƌŵŝŶĂĚĂĚŝƐƚąŶĐŝĂƵŵĂĚĂ
ŽƵƚƌĂ͕ƐĞŵƋƵĞĞdžŝƐƟƐƐĞŵŽďƐƚĄĐƵůŽƐĞŶƚƌĞĞƐƐĞƐĐŽŵƉŽŶĞŶƚĞƐ͘ůŽĐĂůŝnjĂĕĆŽĚŽƐĞƌǀŝĚŽƌ^KWĨŽŝŝŶĨŽƌŵĂĚĂĂŽZ&ϯ͕ďĞŵĐŽŵŽĂŽƐŽƵƚƌŽƐƉĂƌąŵĞƚƌŽƐĂĐĞŝƚŽƐƉĞůĂĞƋƵĂĕĆŽ
ĚĞ&Z//^ƋƵĞĨĂnjŝĂŵƉĂƌƚĞĚŽĐĞŶĄƌŝŽ͘KƐĞƌǀŝĚŽƌ^KWĞŶƚĆŽƉƌŽĐĞƐƐŽƵŽƐƉĂƌąŵĞƚƌŽƐ
ĞŶǀŝĂĚŽƐƉĞůŽZ&ϯ͕ĞƌĞƚŽƌŶŽƵĂƉŽƚġŶĐŝĂƌĞĐĞďŝĚĂƉĞůĂĂŶƚĞŶĂƌĞĐĞƉƚŽƌĂ͘
ƌĞƐƉŽƐƚĂĚŽƐĞƌǀŝĚŽƌ^KWƉŽĚĞƐĞƌĞdžŝďŝĚĂŶĂşŶƚĞŐƌĂƉĞůŽZ&ϯ͕ŽƵƐĞũĂ͕Ž
ƉĞƐƋƵŝƐĂĚŽƌƉŽĚĞĐŽŶĮŐƵƌĂƌƋƵĂŝƐǀĂůŽƌĞƐĚĞƐĞũĂĞdžŝďŝƌ͘ůĠŵĚŝƐƐŽ͕ŽZ&ϯƉŽĚĞĂůƚĞƌĂƌ͕ĚĞĨŽƌŵĂǀŝƐƵĂů͕ĂƐĐĂƌĂĐƚĞƌşƐƟĐĂƐĚŽƐĐŽŵƉŽŶĞŶƚĞƐƉƌŽũĞƚĂĚŽƐŶŽĂŵďŝĞŶƚĞ͕ĐŽŵ
base na resposta do tĞď^ĞƌǀŝĐĞ͘ŽŵŽŵŽƐƚƌĂĚŽŶĂ&ŝŐƵƌĂϰ͕ĂƉſƐƵŵĂƐŝŵƵůĂĕĆŽƐĞƌ
ƌĞĂůŝnjĂĚĂ͕ĂƐĞƟƋƵĞƚĂƐyĞz͕ĚŝƐƚĂŶƚĞƐϮ͕ϮϵĞϮ͕ϰϱŵĞƚƌŽƐĚĂĂŶƚĞŶĂ͕ƌĞƐƉĞĐƟǀĂŵĞŶƚĞ͕
ĨŽƌĂŵůŝĚĂƐĞƟǀĞƌĂŵƐƵĂƉƌŽƉƌŝĞĚĂĚĞĚĞĐŽƌĂůƚĞƌĂĚĂƉĂƌĂǀĞƌĚĞ͕ĞŶƋƵĂŶƚŽƋƵĞĂĞƟƋƵĞƚĂ͕ĚŝƐƚĂŶƚĞϴ͕ϱϰŵĞƚƌŽƐĚĂĂŶƚĞŶĂ͕ŶĆŽĨŽŝůŝĚĂƉĞůŽůĞŝƚŽƌĞƚĞǀĞƐƵĂĐŽƌĂůƚĞƌĂĚĂ
para vermelho.
&ŝŐƵƌĂϰͲůƚĞƌĂĕĆŽĚĂƐĐĂƌĂĐƚĞƌşƐƟĐĂƐǀŝƐƵĂŝƐĚŽƐĐŽŵƉŽŶĞŶƚĞƐĂƉĂƌƟƌĚĂƌĞƐƉŽƐƚĂĚŽŵŽĚĞůŽĚĞƐŝŵƵůĂĕĆŽ
&ŽŶƚĞ͗ůĂďŽƌĂĚŽƉĞůŽĂƵƚŽƌ;ϮϬϭϭͿ͘
212 | Faculdades Integradas de Taquara - Faccat
5 Conclusão
KƚƌĂďĂůŚŽĚĞƉĞƐƋƵŝƐĂĞĚĞƐĞŶǀŽůǀŝŵĞŶƚŽĐŽŶƐŝƐƟƵŶĂĐƌŝĂĕĆŽĚĞƵŵƐŽŌǁĂƌĞ
tĞďƉĂƌĂƉƌŽũĞƚĂƌĂŵďŝĞŶƚĞƐƋƵĞƵƟůŝnjĞŵƐŝƐƚĞŵĂƐZ&/͘ŽŵĞƐƐĞĂƉůŝĐĂƟǀŽ͕ƐĞƌĄƉŽƐƐşǀĞůĚĂƌĂƉŽŝŽĂŽƉƌŽũĞƚŽĚĞƐŝƐƚĞŵĂƐZ&/͕ƉŽƌŵĞŝŽĚĞƵŵĂĨĞƌƌĂŵĞŶƚĂƉĂƌĂĚĞƐĞŶŚŽ
ŐƌĄĮĐŽĚĞĂŵďŝĞŶƚĞƐĞŵƋƵĞƚĂůƚĞĐŶŽůŽŐŝĂƉŽƐƐĂǀŝƌĂƐĞƌŝŵƉůĂŶƚĂĚĂ͘KĂƉůŝĐĂƟǀŽƚĂŵďĠŵĨŽƌŶĞĐĞƵŵĂĐĂŵĂĚĂĚĞŝŶƚĞŐƌĂĕĆŽ͕ƉŽƐƐŝďŝůŝƚĂŶĚŽƌĞĂůŝnjĂƌƐŝŵƵůĂĕƁĞƐƵƟůŝnjĂŶĚŽ
modelos de predição aplicados a ambientes RFID.
KZ&ϯĠƵŵƐŽŌǁĂƌĞtĞďĐƵũŽŽďũĞƟǀŽĠƌĞƐŽůǀĞƌŽƐƉƌŽďůĞŵĂƐĚĞƐĐƌŝƚŽƐŶĞƐƚĞ
ĂƌƟŐŽ͘ƐƐĞƐŽŌǁĂƌĞƉŽƐƐŝďŝůŝƚĂŽĂƉŽŝŽăĐƌŝĂĕĆŽĚŽƉƌŽũĞƚŽĚĞĂŵďŝĞŶƚĞƐZ&/͕ƉŽĚĞŶdo ser integrado diretamente a modelos de simulação. No ƐŽŌǁĂƌĞ Z&ϯ͕ Ž ƵƐƵĄƌŝŽ
ƚĞŵĂƉŽƐƐŝďŝůŝĚĂĚĞĚĞĐƌŝĂƌƵŵĂŵďŝĞŶƚĞƋƵĞƉŽƐƐĂƌĞƉƌĞƐĞŶƚĂƌƵŵĐĞŶĄƌŝŽİƐŝĐŽƌĞĂů͕
ŝŶĨŽƌŵĂŶĚŽĂŶƚĞŶĂƐĞĞƟƋƵĞƚĂƐZ&/ĞƐƵĂƐĐĂƌĂĐƚĞƌşƐƟĐĂƐĚĞĨƵŶĐŝŽŶĂŵĞŶƚŽ͘KZ&ϯ
ĨŽƌŶĞĐĞƵŵĂĨĞƌƌĂŵĞŶƚĂƚƌŝĚŝŵĞŶƐŝŽŶĂů͕ĞŵƋƵĞŽƵƐƵĄƌŝŽƉŽĚĞĚŝŵĞŶƐŝŽŶĂƌ͕ĂƌƌĂƐƚĂƌĞǀŝƐƵĂůŝnjĂƌĐĂĚĂŽďũĞƚŽĚŽĐĞŶĄƌŝŽ͘KƵƐƵĄƌŝŽƉŽĚĞƚĂŵďĠŵƉƌŽũĞƚĂƌƵŵĂŵďŝĞŶƚĞ
ƋƵĞĐŽŶƚĞŶŚĂŽƐŵĂŝƐĚŝǀĞƌƐŽƐƟƉŽƐĚĞŽďũĞƚŽƐ͕ĂůĠŵĚĞĐŽŶĮŐƵƌĂƌƐĞƵƐĂƚƌŝďƵƚŽƐ͕ƚĂŝƐ
ĐŽŵŽ͗ĂůƚƵƌĂ͕ůĂƌŐƵƌĂ͕ĐŽƌ͕ŵĂƚĞƌŝĂů͕ĚĞŶƐŝĚĂĚĞ͕ƉŽƐŝĕĆŽ͕ĚŝƌĞĕĆŽĞŽƵƚƌĂƐĐĂƌĂĐƚĞƌşƐƟĐĂƐ
ƋƵĞƉŽƐƐĂŵŝŶŇƵĞŶĐŝĂƌŶŽƌĞƐƵůƚĂĚŽĚĂƐŝŵƵůĂĕĆŽ͘
A aplicação pode funcionar em qualquer navegador WEB atual que tenha suporte
ĂƚĞĐŶŽůŽŐŝĂ,dD>ϱ͕ƋƵĞ͕ĂƉĞƐĂƌĚĞŶĆŽĞƐƚĂƌŚŽŵŽůŽŐĂĚĂƉĞůĂtϯ͕ƐĞŵŽƐƚƌŽƵĞĮĐŝĞŶƚĞƉĂƌĂĂĐƌŝĂĕĆŽĚĞŽďũĞƚŽƐƚƌŝĚŝŵĞŶƐŝŽŶĂŝƐ͘&ŽƌĂŵĞŶĐŽŶƚƌĂĚĂƐĂůŐƵŵĂƐĚŝĮĐƵůĚĂĚĞƐĂŽůŽŶŐŽĚŽĚĞƐĞŶǀŽůǀŝŵĞŶƚŽĚŽƉƌŽũĞƚŽ͕ĐŽŵŽ͕ƉŽƌĞdžĞŵƉůŽ͕ĂĞƐĐŽůŚĂĚĞƵŵĂW/
:ĂǀĂ^ĐƌŝƉƚƉĂƌĂĨĂĐŝůŝƚĂƌŽƚƌĂďĂůŚŽĚĞĐŽĚŝĮĐĂĕĆŽ͘W/ĞƐĐŽůŚŝĚĂ͕dŚƌĞĞ͘ũƐ͕ĂŝŶĚĂĞƐƚĄ
ĞŵĨĂƐĞĚĞĂŵĂĚƵƌĞĐŝŵĞŶƚŽ͕ŵĂƐĂĚŽĐƵŵĞŶƚĂĕĆŽĞŽƐĞdžĞŵƉůŽƐĞŶĐŽŶƚƌĂĚŽƐĨŽƌĂŵĚĞ
ŐƌĂŶĚĞƵƟůŝĚĂĚĞƉĂƌĂŽĚĞƐĞŶǀŽůǀŝŵĞŶƚŽĚĞƐƐĂĂƉůŝĐĂĕĆŽ͘
ƐƐĂĂƉůŝĐĂĕĆŽŶĆŽĞƐƚĄƚŽƚĂůŵĞŶƚĞĐŽŶĐůƵşĚĂ͕ĂŝŶĚĂĠŶĞĐĞƐƐĄƌŝĂĂŝŵƉůĞŵĞŶƚĂção de outros recursos que possibilitem ao ƐŽŌǁĂƌĞ a criação de cenários completos e
ĂĐŽŶĮŐƵƌĂĕĆŽĚĞƚŽĚŽƐŽƐŽďũĞƚŽƐƉƌĞƐĞŶƚĞƐŶŽĂŵďŝĞŶƚĞ͘WƌĞƚĞŶĚĞͲƐĞ͕ĐŽŵŽƚƌĂďĂůŚŽƐĨƵƚƵƌŽƐ͕ĂƵŵĞŶƚĂƌĂƉĞƌƐŽŶĂůŝnjĂĕĆŽĚĞƉƌŽũĞƚŽĚŽĂŵďŝĞŶƚĞĞĚĞƚƌĂƚĂŵĞŶƚŽĚĂƐ
ƌĞƐƉŽƐƚĂƐǀŝŶĚĂƐĚŽƐŵŽĚĞůŽƐĚĞƐŝŵƵůĂĕĆŽ͘dĂŵďĠŵƐĞƉƌĞƚĞŶĚĞŝŶƐĞƌŝƌŶŽĂŵďŝĞŶƚĞ
ŽƵƚƌŽƐĐŽŵƉŽŶĞŶƚĞƐ͕ƚĂŝƐĐŽŵŽŽƐŵĂƚĞƌŝĂŝƐĞŵƋƵĞĂƐĞƟƋƵĞƚĂƐĞƐƚĆŽĮdžĂĚĂƐ͕ƉĂƌĞĚĞƐ͕
ŽďƐƚĄĐƵůŽƐ͕ďĞŵĐŽŵŽĂƐĐĂƌĂĐƚĞƌşƐƟĐĂƐĚĞƐƚĞƐĐŽŵƉŽŶĞŶƚĞƐ͕ĐŽŵŽĂƉŽůĂƌŝnjĂĕĆŽĚĂƐ
ĂŶƚĞŶĂƐ͕ƉŽƌĞdžĞŵƉůŽ͘EŽĞŶƚĂŶƚŽ͕ƵƟůŝnjĂŶĚŽĂƉĞŶĂƐƵŵŵŽĚĞůŽĚĞƐŝŵƵůĂĕĆŽďĄƐŝĐŽ͕
ĮĐŽƵǀŝƐşǀĞůƋƵĞŽZ&/ƉŽĚĞƌĄĨĂĐŝůŝƚĂƌŽƚƌĂďĂůŚŽĚĞƉĞƐƋƵŝƐĂĚŽƌĞƐƋƵĞƚƌĂďĂůŚĂŵĚĞƐĞŶǀŽůǀĞŶĚŽŵŽĚĞůŽƐĚĞƐŝŵƵůĂĕĆŽĞŵĞŝŽƐĚĞŝĚĞŶƟĮĐĂƌĞƉƌĞǀĞƌŽĐŽŵƉŽƌƚĂŵĞŶƚŽĞ
ĂƐŵƵĚĂŶĕĂƐĞŵƵŵĂŵďŝĞŶƚĞZ&/͕ƐĞŵƋƵĞŽƐŵĞƐŵŽƐƐĞũĂŵŽďƌŝŐĂĚŽƐĂŝŵƉůĞŵĞŶtar uma interface visual para a apresentação de seus resultados. O sistema desenvolvido
ƚĂŵďĠŵƉŽĚĞƌĄǀŝƌĂƐĞƌĂƉůŝĐĂĚŽĚĞĨŽƌŵĂĚŝĚĄƟĐĂ͕ĚĞŵŽŶƐƚƌĂŶĚŽŵŽĚĞůŽƐĚĞƉƌŽƉĂŐĂĕĆŽĞƐƵĂƐǀĂƌŝĄǀĞŝƐĚĞĨŽƌŵĂǀŝƐƵĂů͕ŶŽĂŵďŝĞŶƚĞŐƌĄĮĐŽĚŽZ&ϯ͘
Universo Acadêmico, Taquara, v. 5, n. 1, jan./dez. 2012. | 213
Referências
W,^ŽŌǁĂƌĞ&ŽƵŶĚĂƟŽŶ͘ƉĂĐŚĞ,ddW^ĞƌǀĞƌWƌŽũĞĐƚ͘ϮϬϭϭ͘ŝƐƉŽnível em:
фŚƩƉ͗ͬͬŚƩƉĚ͘ĂƉĂĐŚĞ͘ŽƌŐͬх͘ĐĞƐƐŽĞŵ͗ϭŵĂƌ͘ϮϬϭϭ͘
Dh:͕DĂƌĐĞůŽƵŶŚĂĚĞ͘DŽĚĞůŽƐĞdĠĐŶŝĐĂƐƉĂƌĂ^ŝŵƵůĂĕĆŽĚĞ^ŝƐƚĞŵĂƐh,&
ĚĞ/ĚĞŶƟĮĐĂĕĆŽƉŽƌZĄĚŝŽ&ƌĞƋƵġŶĐŝĂ;Z&/Ϳ. Tese (Doutorado em Ciências da
ŽŵƉƵƚĂĕĆŽͿʹ&ĂĐƵůĚĂĚĞĚĞ/ŶĨŽƌŵĄƟĐĂ͕WŽŶƟİĐŝĂhŶŝǀĞƌƐŝĚĂĚĞĂƚſůŝĐĂĚŽZŝŽ
'ƌĂŶĚĞĚŽ^Ƶů͕WŽƌƚŽůĞŐƌĞ͕ϮϬϭϭ͘
,dd͕,͖͘'>KsZ͕ŝůů͘Z&/ƐƐĞŶƟĂůƐ͘^ĞďĂƐƚŽƉŽů͗K͛ZĞŝůůLJ͕ϮϬϬϲ͘
CHANGE VISION. Astah Community͘ϮϬϭϭ͘ŝƐƉŽŶşǀĞůĞŵ͗фŚƩƉ͗ͬͬĂƐƚĂŚ͘ŶĞƚх͘ĐĞƐƐŽ
Ğŵ͗ϭϬĨĞǀ͘ϮϬϭϭ͘
,WW>>͕͖͘͘:t>>͕d͘:ĂǀĂtĞď^ĞƌǀŝĐĞƐ͘^ĞďĂƐƚŽƉŽů͗K͛ZĞŝůůLJΘƐƐŽĐŝĂƚĞƐ͕ϮϬϬϮ͘
,s>/Z͕͘d͘et al. dŚƌĞĞͲŝŵĞŶƐŝŽŶĂů^ŝŵƵůĂƟŽŶŽĨdƌĂǀĞůŝŶŐͲtĂǀĞdƵďĞ
ŽůĚͲdĞƐƚŚĂƌĂĐƚĞƌŝƐƟĐƐhƐŝŶŐ^dD/ZKts^dh/K͘ϮϬϬϯ͘ŝƐƉŽŶşǀĞůĞŵ͗
фŚƩƉ͗ͬͬŐůƚƌƐ͘ŐƌĐ͘ŶĂƐĂ͘ŐŽǀх͘ĐĞƐƐŽĞŵ͗ϭϬĂďƌ͘ϮϬϭϭ͘
EPCGLOBAL. ZĞŐƵůĂƚŽƌLJƐƚĂƚƵƐĨŽƌƵƐŝŶŐZ&/ŝŶƚŚĞh,&ƐƉĞĐƚƌƵŵ. Disponível em:
фŚƩƉ͗ͬͬǁǁǁ͘ĞƉĐŐůŽďĂůŝŶĐ͘ŽƌŐͬƚĞĐŚͬĨƌĞƋͺƌĞŐͬZ&/ͺĂƚͺh,&ͺZĞŐƵůĂƟŽŶƐͺϮϬϭϬϬϴϮϰ͘
ƉĚĨх͘ĐĞƐƐŽĞŵ͗ϭϬŶŽǀ͘ϮϬϭϬ͘
&/E<E>>Z͕<͘RFID Handbook͘Ϯ͘ĞĚ͘EĞǁzŽƌŬ͗:ŽŚŶtŝůĞLJĂŶĚ^ŽŶ>d͕ϮϬϬϯ͘
&>KZ<D/Z͕͖͘^ZD͕^͘Z&/^ŝŵͲWŚLJƐŝĐĂůĂŶĚ>ŽŐŝĐĂů>ĂLJĞƌ^ŝŵƵůĂƟŽŶŶŐŝŶĞ
for Passive RFID. /dƌĂŶƐĂĐƟŽŶƐŽŶƵƚŽŵĂƟŽŶ^ĐŝĞŶĐĞĂŶĚŶŐŝŶĞĞƌŝŶŐ͕ǀ͘ϲ͕Ŷ͘ϭ͕
Ɖ͘ϯϯͲϰϯ͕ϮϬϬϵ͘
GAUTHAM A. WƌĂĐƟĐĂůǀĂůƵĂƟŽŶĂŶĚŶĂůLJƐŝƐŽĨWĂƐƐŝǀĞh,&Z&/dĂŐƐ͕DĂƐƚĞƌ
dŚĞƐŝƐŽĨ^ĐŝĞŶĐĞŝŶůĞĐƚƌŝĐĂůŶŐŝŶĞĞƌŝŶŐ͕hŶŝǀĞƌƐŝƚLJŽĨdĞdžĂƐĂƚƌůŝŶŐƚŽŶ͕ϮϬϬϴ͘
HILL JR͕&͘^͖<>>z^͘D͘ŽŵƉƵƚĞƌ'ƌĂƉŚŝĐƐƵƐŝŶŐKƉĞŶ'>͘ϯ͘ĞĚ͘EĞǁ:ĞƌƐĞLJ͗
WƌĞŶƟĐĞ,Ăůů͕ϮϬϬϲ͘
/^K͘/EdZEd/KE>KZ'E/d/KE&KZ^dEZ/d/KE͘/^Kͬ/ϭϴϬϬϬͲϲ:
/ŶĨŽƌŵĂƟŽŶƚĞĐŚŶŽůŽŐLJʹZĂĚŝŽĨƌĞƋƵĞŶĐLJŝĚĞŶƟĮĐĂƟŽŶĨŽƌŝƚĞŵŵĂŶĂŐĞŵĞŶƚʹWĂƌƚϲ͗
WĂƌĂŵĞƚĞƌƐĨŽƌĂŝƌŝŶƚĞƌĨĂĐĞĐŽŵŵƵŶŝĐĂƟŽŶƐĂƚϴϲϬD,njƚŽϵϲϬD,nj͘ϮϬϬϲ͘
:K͕DŝŶŚŽ et al͘DŽďŝůĞZ&/dĂŐĞƚĞĐƟŽŶ/ŶŇƵĞŶĐĞ&ĂĐƚŽƌƐĂŶĚWƌĞĚŝĐƟŽŶŽĨdĂŐ
ĞƚĞĐƚĂďŝůŝƚLJ͘/^ĞŶƐŽƌƐ:ŽƵƌŶĂů͕ǀ͘ϵ͕Ŷ͘Ϯ͕Ɖ͘ϭϭϮͲϭϭϵ͕ϮϬϬϵ͘
KHRONOS GROUP INC. t'>͘ϮϬϭϭ͘ŝƐƉŽŶşǀĞůĞŵ͗фŚƩƉ͗ͬͬǁǁǁ͘ŬŚƌŽŶŽƐ͘ŽƌŐͬх͘
ĐĞƐƐŽĞŵ͗ϭϰũĂŶ͘ϮϬϭϭ͘
MICROSOFT CORPORATION. KǀĂůŽƌĚĞŶĞŐſĐŝŽĚĂƚĞĐŶŽůŽŐŝĂZ&/;ZĂĚŝŽ&ƌĞƋƵĞŶĐLJ
/ĚĞŶƟĮĐĂƟŽŶ͕ŽƵ/ĚĞŶƟĮĐĂĕĆŽƉŽƌZĄĚŝŽ&ƌĞƋƵġŶĐŝĂͿ͘ϮϬϬϲ͘
DKE^KEͲ,&>͕Z͘:ϮtĞď^ĞƌǀŝĐĞƐ͘ŽƐƚŽŶ͗ĚĚŝƐŽŶͲtĞƐůĞLJ͕ϮϬϬϰ͘
E/</d/E͕W͘s͖͘ZK͕<͘s͘^͘ŶƚĞŶŶĂƐĂŶĚWƌŽƉĂŐĂƟŽŶŝŶh,&Z&/^LJƐƚĞŵƐ͘ϮϬϬϴ/
/ŶƚĞƌŶĂƟŽŶĂůŽŶĨĞƌĞŶĐĞŽŶZ&/͕Ɖ͘ϮϳϳͲϮϴϴ͕ϮϬϬϴ͘
214 | Faculdades Integradas de Taquara - Faccat
W>/͕͖͘͘Z/>/͕͖͘DKEd͕D͘͘Z&/ŵƵůĂƟŽŶŝŶZŝĮĚŝŶǀŝƌŽŶŵĞŶƚ͘
/ŶƚĞƌŶĂƟŽŶĂů^LJŵƉŽƐŝƵŵŽŶKďŝƋƵŝƚŽƵƐŽŵƉƵƟŶŐ͕ĞŝũŝŶŐ͕ϮϬϬϵ͘
WWWK^dK>Kh͕͖͘,Kh,/͕,͘Z&/ͲĂƐƐŝƐƚĞĚŝŶĚŽŽƌůŽĐĂůŝnjĂƟŽŶĂŶĚƚŚĞŝŵƉĂĐƚŽĨ
interference on its performance. :ŽƵƌŶĂůŽĨEĞƚǁŽƌŬĂŶĚŽŵƉƵƚĞƌƉƉůŝĐĂƟŽŶƐ͕
ǀ͘ϯϰ͕Ŷ͘ϯ͕Ɖ͘ϵϬϮͲϵϭϯ͕ϮϬϭϭ͘
WZK^K͕D͖͘͘t/<Z͕Z͖͘^Kh͕͘͘ĚŽĕĆŽĚĞZ&/ŶŽƌĂƐŝů͗ƵŵĞƐƚƵĚŽ
exploratório. ZĞǀŝƐƚĂĚĞĚŵŝŶŝƐƚƌĂĕĆŽDĂĐŬĞŶnjŝĞ͕ǀ͘ϭϬ͕Ŷ͘ϭ͘ϮϬϬϵ͘
W/EK͕Z͘W͘ĞƐĞŶǀŽůǀŝŵĞŶƚŽĚĞƵŵĂ/ŶƚĞƌĨĂĐĞ/ŶƚĞŐƌĂĚĂƉĂƌĂŽWƌŽũĞƚŽĞ Análise de
ŶƚĞŶĂƐhƟůŝnjĂŶĚŽŽDĠƚŽĚŽĚĂƐŝĨĞƌĞŶĕĂƐ&ŝŶŝƚĂƐŶŽŽŵşŶŝŽĚŽdĞŵƉŽ;&dͿ.
ŝƐƐĞƌƚĂĕĆŽ;DĞƐƚƌĂĚŽĞŵŶŐĞŶŚĂƌŝĂůĠƚƌŝĐĂͿͲhŶŝǀĞƌƐŝĚĂĚĞĚĞƌĂƐşůŝĂ͕ƌĂƐşůŝĂ͕ϮϬϬϲ͘
WZK͕E͘Z͘Ě^͖͘͘WZ/Z͕E͖͘͘WK>/dEK͕W͘Z͘ŝĮĐƵůĚĂĚĞƐƉĂƌĂĂĂĚŽĕĆŽĚĞ
Z&/ŶĂƐŽƉĞƌĂĕƁĞƐĚĞƵŵĂĐĂĚĞŝĂĚĞƐƵƉƌŝŵĞŶƚŽƐ͘yys/E'WͲŶĐŽŶƚƌŽEĂĐŝŽŶĂů
de Engenharia de Produção. Anais͘Ɖ͘ϭͲϴ͘&ŽƌƚĂůĞnjĂ͕ϮϬϬϲ͘
WZ^^DE͕Z͘^͘ŶŐĞŶŚĂƌŝĂĚĞ^ŽŌǁĂƌĞ͘ϱ͘ĞĚ͘ZŝŽĚĞ:ĂŶĞŝƌŽ͗DĐ'ƌĂǁͲ,ŝůů͕ϮϬϬϮ͘
Z/͕͖zE'͕>͖͘dEdZ/^͕D͘Z&/ͲŶĂďůĞĚ^ĞŶƐŽƌĞƐŝŐŶĂŶĚƉƉůŝĐĂƟŽŶƐ.
ŽƐƚŽŶ͗ƌƚĞĐŚ,ŽƵƐĞ͕ϮϬϭϬ͘
^E>>͕:͘d/t>>͕͖͘<h>,E<K͕W͘WƌŽŐƌĂŵŵŝŶŐtĞď^ĞƌǀŝĐĞƐǁŝƚŚ^KW.
^ĞďĂƐƚŽƉŽů͗K͛ZĞŝůůLJΘƐƐŽĐŝĂƚĞƐ͕ϮϬϬϮ͘
THREE.JS͘ŝƐƉŽŶşǀĞůĞŵ͗фŚƩƉƐ͗ͬͬŐŝƚŚƵď͘ĐŽŵͬŵƌĚŽŽďͬƚŚƌĞĞ͘ũƐх͘ĐĞƐƐŽĞŵ͗ϮϬŵĂŝŽ
ϮϬϭϭ͘
tϯtKZ>t/tKE^KZd/hD͘^s'͘ŝƐƉŽŶşǀĞůĞŵ͗фŚƩƉ͗ͬͬǁǁǁ͘ǁϯ͘ŽƌŐͬdZͬ
^s'ͬх͘ĐĞƐƐŽĞŵ͗ϭϬŵĂƌ͘ϮϬϭϭĂ͘
______. yD>͘ŝƐƉŽŶşǀĞůĞŵ͗фŚƩƉ͗ͬͬǁǁǁ͘ǁϯ͘ŽƌŐͬyD>ͬх͘ĐĞƐƐŽĞŵ͗ϭϬŵĂƌ͘ϮϬϭϭď͘
______. ,dD>ϱ͘ŝƐƉŽŶşǀĞůĞŵ͗фŚƩƉ͗ͬͬǁǁǁ͘ǁϯ͘ŽƌŐͬdZͬŚƚŵůϱͬх͘ĐĞƐƐŽĞŵ͗ϭϳĂďƌ͘
ϮϬϭϭĐ͘
______. ^KW͘ŝƐƉŽŶşǀĞůĞŵ͗фŚƩƉ͗ͬͬǁǁǁ͘ǁϯ͘ŽƌŐͬdZͬƐŽĂƉͬх͘ĐĞƐƐŽĞŵ͗ϭϬŵĂŝŽ͘
ϮϬϭϭĚ͘
______. t^>͘ŝƐƉŽŶşǀĞůĞŵ͗фŚƩƉ͗ͬͬǁǁǁ͘ǁϯ͘ŽƌŐͬdZͬǁƐĚůх͘ĐĞƐƐŽĞŵ͗ϭϱŵĂŝŽϮϬϭϭĞ͘
______. y^͘ŝƐƉŽŶşǀĞůĞŵ͗фŚƩƉ͗ͬͬǁǁǁ͘ǁϯ͘ŽƌŐͬyD>ͬ^ĐŚĞŵĂх͘ĐĞƐƐŽĞŵ͗ϭũƵŶ͘ϮϬϭϭĨ͘
tZ͕͘:͖͘WEZz͕͘:͘ZĞĨƌĂĐƟŽŶĂŶĚŐĞŽŵĞƚƌLJŝŶDĂdžǁĞůů͛ƐĞƋƵĂƟŽŶ͘Journal of
DŽĚĞƌŶKƉƟĐƐ͕ǀ͘ϰϯ͕Ŷ͘ϰ͕Ɖ͘ϳϳϯͲϳϵϯ͕ϭϵϵϲ͘
tdd͕͘3D Computer Graphics͘ϯ͘ĞĚ͘ŽƐƚŽŶ͗ĚĚŝƐŽŶͲtĞƐůĞLJ͕ϮϬϬϬ͘
t/^͕^͘͘^ĞĐƵƌŝƚLJĂŶĚWƌŝǀĂĐLJŝŶZĂĚŝŽͲ&ƌĞƋƵĞŶĐLJ/ĚĞŶƟĮĐĂƟŽŶĞǀŝĐĞƐ^ĞĐƵƌŝƚLJ.
DĂƐƐĂĐŚƵƐĞƩƐ/ŶƐƟƚƵƚĞĚĨdĞĐŚŶŽůŽŐLJ͕ϮϬϬϯ͘
E͘PHP Hipertext Preprocessor͘ϮϬϭϭ͘ŝƐƉŽŶşǀĞůĞŵ͗фŚƩƉ͗ͬͬǁǁǁ͘ƉŚƉ͘ŶĞƚх͘
ĐĞƐƐŽĞŵ͗ϭϬŽƵƚ͘ϮϬϭϭ͘
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