Ejemplo 3 – Rutas de varios días
Neste exemplo, temos uma requisição para resolver um problema logístico de uma empresa com uma frota de 1 veículo do tipo VUC, e há 15 ordens de serviços de entregas na região Nordeste do Brasil. O planejamento considera múltiplos dias, com regras de legislação para pausas de direção e trabalho diário.
Descrição do problema
Das 15 entregas, todas possuem uma janela de horário ampla abrangendo 3 dias, permitindo flexibilidade para o motorista respeitar pausas obrigatórias. Não há restrições específicas de volume ou peso além da capacidade do veículo, e cada entrega tem um tempo de manuseio no cliente de 900 segundos (15 minutos).
 15 LOCAIS DE ENTREGA |  1 DEPÓSITO |  1 CAMINHÕES DO TIPO VUC 3⁄4 |  15 PEDIDOS |
Descrição do problema logístico
Os 15 locais de entrega estão espalhados pela Bahia, no Nordeste do Brasil. O veículo deve iniciar e retornar ao depósito «Bahia Vidros», respeitando regras de legislação para direção contínua (máximo 3h45min antes de pausa de 1h), trabalho contínuo (máximo 8h antes de descanso de 15h), e pausas diárias.
Parâmetros utilizados
"optimizationProfile": "BRAZIL46"– Para essa simulação, foi usado o perfil de otimização BRAZIL46, adequado para rotas no Brasil com múltiplos veículos, mas aqui aplicado a um único"tripsProfile": "MAPLINKBR"– Utilizamos o perfilMAPLINKBRpor se tratar de uma rota localizada apenas no Brasil."startDate": 1519750219000– Horário de início de referência para o cálculo da otimização logística."legislationProfiles"– Parâmetro com o nome do perfil que se aplica ao tempo de direção, duração de um dia de trabalho ou intervalo. Neste caso não há nenhuma característica definida."logisticConstraints"– Restrições logísticas usadas para determinar o tempo fixo de carregamento e descarregamento da carga. Nesse exemplo, foi usado 1800 segundos (30 minutos) para o tempo de carregamento do caminhão e 300 segundos (5 minutos) para o descarregamento na entrega."products"– Nome para referenciar o produto."sites"– Localização onde ocorrerão as atividades de entregas, com definição do nome e a restrição logística com o tempo de entrega."depots"– Localização do centro de distribuição, com definição do nome e a restrição logística com o tempo de carregamento do caminhão."vehicleTypes"– Neste parâmetro especificamos a capacidade de carga dos veículos da frota, como volume e peso máximos e o tamanho num intervalo de 1 a 9, e o nome da tipologia."vehicles"– Foram especificados os veículos que estão disponíveis para executar a rota. Neste exemplo são quatro veículos, dois do tipo VUC e outros dois do tipo VUC 3/4. Se define também o período de trabalho e o perfil de legislação aplicável ao motorista. Foi definido que os veículos irão sair e retornar para o Centro de Distribuição e irão realizar uma rota cada um."operations"– São as características das operações de entregas, definindo o local, peso e volume, produto, tipo de atividade, centro de distribuição da origem do produto e o horário que o cliente irá receber. Neste exemplo, são 40 operações das quais 15 delas possuem janela de horário que só podem ser entregues entre 9:00 até 11:00 da manhã.
Requisição completa
A requisição completa pode ser conferida abaixo:
{
"optimizationProfile": "BRAZIL46",
"tripsProfile": "MAPLINK",
"startDate": 1603364400000,
"products": [
{
"name": "Produtos",
"type": "1"
}
],
"legislationProfiles": [
{
"name": "perfil",
"maxContinuousDrivingTime": 13500,
"drivingPauseDuration": 3600,
"maxContinuousWorkingTime": 28800,
"workingPauseDuration": 54000
}
],
"logisticConstraints": [
{
"name": "DEFAULT",
"siteLoadingFixedTime": 0
}
],
"depots": [
{
"name": "Bahia Vidros",
"coordinates": {
"latitude": -12.9850539,
"longitude": -39.2946463
},
"logisticConstraints": "DEFAULT"
}
],
"vehicleTypes": [
{
"name": "VUC",
"maxVolume": 20,
"maxWeight": 1200,
"size": 1
}
],
"vehicles": [
{
"name": "TMP-3020",
"vehicleType": "VUC",
"legislationProfile": "perfil",
"availablePeriods": [
{
"departureSite": "Bahia Vidros",
"arrivalSite": "Bahia Vidros",
"timeWindow": {
"start": 1603364400000,
"end": 1603659600000
}
}
]
}
],
"sites": [
{
"name": "Penha vidros",
"coordinates": {
"latitude": -14.2805954,
"longitude": -38.9900972
},
"logisticConstraints": "DEFAULT"
},
{
"name": "Nadson Sena",
"coordinates": {
"latitude": -15.4168545,
"longitude": -39.4983672
},
"logisticConstraints": "DEFAULT"
},
{
"name": "Vidraçaria Cabral",
"coordinates": {
"latitude": -16.372485,
"longitude": -39.5867328
},
"logisticConstraints": "DEFAULT"
},
{
"name": "MUNDO DOS VIDROS",
"coordinates": {
"latitude": -16.4444137,
"longitude": -39.0698734
},
"logisticConstraints": "DEFAULT"
},
{
"name": "Vidros & Cia",
"coordinates": {
"latitude": -16.4511815,
"longitude": -39.065805
},
"logisticConstraints": "DEFAULT"
},
{
"name": "ESQUAVIDROS",
"coordinates": {
"latitude": -16.4443537,
"longitude": -39.0653656
},
"logisticConstraints": "DEFAULT"
},
{
"name": "MM CONSTRUTORA E INCORPORADORA LTDA",
"coordinates": {
"latitude": -16.4184717,
"longitude": -39.0883174
},
"logisticConstraints": "DEFAULT"
},
{
"name": "SERRALHERIA TRES IRMAOS",
"coordinates": {
"latitude": -15.8639043,
"longitude": -38.876611
},
"logisticConstraints": "DEFAULT"
},
{
"name": "MARCIO DOS SANTOS NASCIMENTO 9",
"coordinates": {
"latitude": -15.6655186,
"longitude": -38.9495478
},
"logisticConstraints": "DEFAULT"
},
{
"name": "JONES SANTOS BRAZ",
"coordinates": {
"latitude": -15.2895054,
"longitude": -39.0670267
},
"logisticConstraints": "DEFAULT"
},
{
"name": "UNA VIDROS",
"coordinates": {
"latitude": -15.2900986,
"longitude": -39.06667230000001
},
"logisticConstraints": "DEFAULT"
},
{
"name": "METALVIDROS",
"coordinates": {
"latitude": -14.785113,
"longitude": -39.2603036
},
"logisticConstraints": "DEFAULT"
},
{
"name": "VIDRACARIA IMPERIO",
"coordinates": {
"latitude": -14.7822245,
"longitude": -39.2835594
},
"logisticConstraints": "DEFAULT"
},
{
"name": "VIDRACARIA DIAMANTE (MENEZES )",
"coordinates": {
"latitude": -14.8094166,
"longitude": -39.2749927
},
"logisticConstraints": "DEFAULT"
},
{
"name": "IMPERIAL MARMORARIA E VIDRACARIA",
"coordinates": {
"latitude": -14.8180948,
"longitude": -39.2928816
},
"logisticConstraints": "DEFAULT"
}
],
"operations": [
{
"id": "5f91c86c2774500fa36af00c",
"depotSite": "Bahia Vidros",
"priority": 0,
"customerSite": "Penha vidros",
"product": "Produtos",
"type": "DELIVERY",
"quantity": 0,
"volume": 0,
"weight": 0,
"customerHandlingDuration": 900,
"customerTimeWindows": [
{
"start": 1603364400000,
"end": 1603659600000
}
]
},
{
"id": "5f91c8c52774500fa36af00d",
"depotSite": "Bahia Vidros",
"priority": 0,
"customerSite": "Nadson Sena",
"product": "Produtos",
"type": "DELIVERY",
"quantity": 0,
"volume": 0,
"weight": 0,
"customerHandlingDuration": 900,
"customerTimeWindows": [
{
"start": 1603364400000,
"end": 1603659600000
}
]
},
{
"id": "5f91c8e02774500fa36af00e",
"depotSite": "Bahia Vidros",
"priority": 0,
"customerSite": "Vidraçaria Cabral",
"product": "Produtos",
"type": "DELIVERY",
"quantity": 0,
"volume": 0,
"weight": 0,
"customerHandlingDuration": 900,
"customerTimeWindows": [
{
"start": 1603364400000,
"end": 1603659600000
}
]
},
{
"id": "5f91c9002774500fa36af00f",
"depotSite": "Bahia Vidros",
"priority": 0,
"customerSite": "MUNDO DOS VIDROS",
"product": "Produtos",
"type": "DELIVERY",
"quantity": 0,
"volume": 0,
"weight": 0,
"customerHandlingDuration": 900,
"customerTimeWindows": [
{
"start": 1603364400000,
"end": 1603659600000
}
]
},
{
"id": "5f91c9312774500fa36af010",
"depotSite": "Bahia Vidros",
"priority": 0,
"customerSite": "Vidros & Cia",
"product": "Produtos",
"type": "DELIVERY",
"quantity": 0,
"volume": 0,
"weight": 0,
"customerHandlingDuration": 900,
"customerTimeWindows": [
{
"start": 1603364400000,
"end": 1603659600000
}
]
},
{
"id": "5f91c9512774500fa36af011",
"depotSite": "Bahia Vidros",
"priority": 0,
"customerSite": "ESQUAVIDROS",
"product": "Produtos",
"type": "DELIVERY",
"quantity": 0,
"volume": 0,
"weight": 0,
"customerHandlingDuration": 900,
"customerTimeWindows": [
{
"start": 1603364400000,
"end": 1603659600000
}
]
},
{
"id": "5f91c98b2774500fa36af012",
"depotSite": "Bahia Vidros",
"priority": 0,
"customerSite": "MM CONSTRUTORA E INCORPORADORA LTDA",
"product": "Produtos",
"type": "DELIVERY",
"quantity": 0,
"volume": 0,
"weight": 0,
"customerHandlingDuration": 900,
"customerTimeWindows": [
{
"start": 1603364400000,
"end": 1603659600000
}
]
},
{
"id": "5f91c9a02774500fa36af013",
"depotSite": "Bahia Vidros",
"priority": 0,
"customerSite": "SERRALHERIA TRES IRMAOS",
"product": "Produtos",
"type": "DELIVERY",
"quantity": 0,
"volume": 0,
"weight": 0,
"customerHandlingDuration": 900,
"customerTimeWindows": [
{
"start": 1603364400000,
"end": 1603659600000
}
]
},
{
"id": "5f91c9be2774500fa36af014",
"depotSite": "Bahia Vidros",
"priority": 0,
"customerSite": "MARCIO DOS SANTOS NASCIMENTO 9",
"product": "Produtos",
"type": "DELIVERY",
"quantity": 0,
"volume": 0,
"weight": 0,
"customerHandlingDuration": 900,
"customerTimeWindows": [
{
"start": 1603364400000,
"end": 1603659600000
}
]
},
{
"id": "5f91c9d72774500fa36af015",
"depotSite": "Bahia Vidros",
"priority": 0,
"customerSite": "JONES SANTOS BRAZ",
"product": "Produtos",
"type": "DELIVERY",
"quantity": 0,
"volume": 0,
"weight": 0,
"customerHandlingDuration": 900,
"customerTimeWindows": [
{
"start": 1603364400000,
"end": 1603659600000
}
]
},
{
"id": "5f91c9f02774500fa36af016",
"depotSite": "Bahia Vidros",
"priority": 0,
"customerSite": "UNA VIDROS",
"product": "Produtos",
"type": "DELIVERY",
"quantity": 0,
"volume": 0,
"weight": 0,
"customerHandlingDuration": 900,
"customerTimeWindows": [
{
"start": 1603364400000,
"end": 1603659600000
}
]
},
{
"id": "5f91ca102774500fa36af017",
"depotSite": "Bahia Vidros",
"priority": 0,
"customerSite": "METALVIDROS",
"product": "Produtos",
"type": "DELIVERY",
"quantity": 0,
"volume": 0,
"weight": 0,
"customerHandlingDuration": 900,
"customerTimeWindows": [
{
"start": 1603364400000,
"end": 1603659600000
}
]
},
{
"id": "5f91ca242774500fa36af018",
"depotSite": "Bahia Vidros",
"priority": 0,
"customerSite": "VIDRACARIA IMPERIO",
"product": "Produtos",
"type": "DELIVERY",
"quantity": 0,
"volume": 0,
"weight": 0,
"customerHandlingDuration": 900,
"customerTimeWindows": [
{
"start": 1603364400000,
"end": 1603659600000
}
]
},
{
"id": "5f91ca542774500fa36af019",
"depotSite": "Bahia Vidros",
"priority": 0,
"customerSite": "VIDRACARIA DIAMANTE (MENEZES )",
"product": "Produtos",
"type": "DELIVERY",
"quantity": 0,
"volume": 0,
"weight": 0,
"customerHandlingDuration": 900,
"customerTimeWindows": [
{
"start": 1603364400000,
"end": 1603659600000
}
]
},
{
"id": "5f91ca862774500fa36af01a",
"depotSite": "Bahia Vidros",
"priority": 0,
"customerSite": "IMPERIAL MARMORARIA E VIDRACARIA",
"product": "Produtos",
"type": "DELIVERY",
"quantity": 0,
"volume": 0,
"weight": 0,
"customerHandlingDuration": 900,
"customerTimeWindows": [
{
"start": 1603364400000,
"end": 1603659600000
}
]
}
]
}
Solução do problema logístico
A resposta da API retornará no formato JSON com o melhor sequenciamento das operações de entrega para o veículo, considerando pausas para almoço (após 3h45min de direção) e descanso noturno (após 8h de trabalho). Em um mapa, seria possível visualizar o sequenciamento das operações ao longo dos dias.
Os seguintes indicadores globais são retornados:
| Indicador | Resultado |
| Tempo total de serviço: | 03:45:00 |
| Tempo total de entrega: | 03:45:00 |
| Tempo total de trabalho diurno: | 22:45:38 |
| Tempo total de trabalho noturno: | 00:00:00 |
| Tempo total de descarregamento: | 00:00:00 |
| Tempo total de trabalho: | 22:45:38 |
| Tempo total de coleta: | 00:00:00 |
| Número de janelas de horário: | 1 |
| Tempo total de condução: | 19:00:38 |
| Tempo total de carregamento: | 00:00:00 |
| Tempo total: | 55:45:38 |
| Distância total: | 1206.92 km |
| Taxa de ocupação média em Volume: | 0.08 |
| Taxa de ocupação média em Peso: | 0.00 |
| Número de rejeições: | 0 |
| Tempo total de espera: | 00:00:00 |
| Tempo total de descanso: | 00:00:00 |
| Número de rotas: | 1 |
A resposta também retorna a sequência temporal de atividades do veículo. Esse é um exemplo do veículo de nome “TMP-3020”:
| VEÍCULO | ATIVIDADE | ID DO LOCAL DE PARTIDA | ID DO LOCAL DE DESTINO | DISTÂNCIA | DURAÇÃO NOMINAL | INÍCIO DA JANELA HORÁRIA | FIM DA JANELA HORÁRIA |
| TMP-3020 | ROUTE_START | Bahia Vidros | 22/10/2020 08:00 | 22/10/2020 08:00 | |||
| TMP-3020 | LOADING | Bahia Vidros | 22/10/2020 08:00 | 22/10/2020 08:00 | |||
| TMP-3020 | DRIVING | Bahia Vidros | Penha vidros | 198.90 km | 03:05:17 | 22/10/2020 08:00 | 22/10/2020 11:05:17 |
| TMP-3020 | DELIVERY | Penha vidros | 22/10/2020 11:05:17 | 22/10/2020 11:20:17 | |||
| TMP-3020 | DRIVING | Penha vidros | UNA VIDROS | 42.92 km | 00:39:43 | 22/10/2020 11:20:17 | 22/10/2020 12:00:00 |
| TMP-3020 | PAUSE | UNA VIDROS | 22/10/2020 12:00:00 | 22/10/2020 13:00:00 | |||
| TMP-3020 | DRIVING | UNA VIDROS | UNA VIDROS | 90.68 km | 01:23:54 | 22/10/2020 13:00:00 | 22/10/2020 14:23:54 |
| TMP-3020 | DELIVERY | UNA VIDROS | 22/10/2020 14:23:54 | 22/10/2020 14:38:54 | |||
| TMP-3020 | DRIVING | UNA VIDROS | JONES SANTOS BRAZ | 0.09 km | 00:00:16 | 22/10/2020 14:38:54 | 22/10/2020 14:39:10 |
| TMP-3020 | DELIVERY | JONES SANTOS BRAZ | 22/10/2020 14:39:10 | 22/10/2020 14:54:10 | |||
| TMP-3020 | DRIVING | JONES SANTOS BRAZ | MARCIO DOS SANTOS NASCIMENTO 9 | 55.34 km | 00:52:46 | 22/10/2020 14:54:10 | 22/10/2020 15:46:56 |
| TMP-3020 | DELIVERY | MARCIO DOS SANTOS NASCIMENTO 9 | 22/10/2020 15:46:56 | 22/10/2020 16:01:56 | |||
| TMP-3020 | DRIVING | MARCIO DOS SANTOS NASCIMENTO 9 | Vidraçaria Cabral | 49.60 km | 00:58:04 | 22/10/2020 16:01:56 | 22/10/2020 17:00:00 |
| TMP-3020 | PAUSE | Vidraçaria Cabral | 22/10/2020 17:00:00 | 23/10/2020 08:00:00 | |||
| TMP-3020 | DRIVING | Vidraçaria Cabral | Vidraçaria Cabral | 97.93 km | 01:54:39 | 23/10/2020 08:00:00 | 23/10/2020 09:54:39 |
| TMP-3020 | DELIVERY | Vidraçaria Cabral | 23/10/2020 09:54:39 | 23/10/2020 10:09:39 | |||
| TMP-3020 | DRIVING | Vidraçaria Cabral | MM CONSTRUTORA E INCORPORADORA LTDA | 60.75 km | 00:57:56 | 23/10/2020 10:09:39 | 23/10/2020 11:07:35 |
| TMP-3020 | DELIVERY | MM CONSTRUTORA E INCORPORADORA LTDA | 23/10/2020 11:07:35 | 23/10/2020 11:22:35 | |||
| TMP-3020 | DRIVING | MM CONSTRUTORA E INCORPORADORA LTDA | MUNDO DOS VIDROS | 6.95 km | 00:11:17 | 23/10/2020 11:22:35 | 23/10/2020 11:33:52 |
| TMP-3020 | DELIVERY | MUNDO DOS VIDROS | 23/10/2020 11:33:52 | 23/10/2020 11:48:52 | |||
| TMP-3020 | DRIVING | MUNDO DOS VIDROS | Vidros & Cia | 0.96 km | 00:02:52 | 23/10/2020 11:48:52 | 23/10/2020 11:51:44 |
| TMP-3020 | DELIVERY | Vidros & Cia | 23/10/2020 11:51:44 | 23/10/2020 12:06:44 | |||
| TMP-3020 | DRIVING | Vidros & Cia | ESQUAVIDROS | 1.07 km | 00:02:56 | 23/10/2020 12:06:44 | 23/10/2020 12:09:40 |
| TMP-3020 | DELIVERY | ESQUAVIDROS | 23/10/2020 12:09:40 | 23/10/2020 12:24:40 | |||
| TMP-3020 | DRIVING | ESQUAVIDROS | SERRALHERIA TRES IRMAOS | 29.46 km | 00:35:20 | 23/10/2020 12:24:40 | 23/10/2020 13:00:00 |
| TMP-3020 | PAUSE | SERRALHERIA TRES IRMAOS | 23/10/2020 13:00:00 | 23/10/2020 14:00:00 | |||
| TMP-3020 | DRIVING | SERRALHERIA TRES IRMAOS | SERRALHERIA TRES IRMAOS | 45.31 km | 00:54:21 | 23/10/2020 14:00:00 | 23/10/2020 14:54:21 |
| TMP-3020 | DELIVERY | SERRALHERIA TRES IRMAOS | 23/10/2020 14:54:21 | 23/10/2020 15:09:21 | |||
| TMP-3020 | DRIVING | SERRALHERIA TRES IRMAOS | Nadson Sena | 122.35 km | 01:50:39 | 23/10/2020 15:09:21 | 23/10/2020 17:00:00 |
| TMP-3020 | PAUSE | Nadson Sena | 23/10/2020 17:00:00 | 24/10/2020 08:00:00 | |||
| TMP-3020 | DRIVING | Nadson Sena | Nadson Sena | 69.57 km | 01:02:55 | 24/10/2020 08:00:00 | 24/10/2020 09:02:55 |
| TMP-3020 | DELIVERY | Nadson Sena | 24/10/2020 09:02:55 | 24/10/2020 09:17:55 | |||
| TMP-3020 | DRIVING | Nadson Sena | IMPERIAL MARMORARIA E VIDRACARIA | 82.92 km | 01:08:06 | 24/10/2020 09:17:55 | 24/10/2020 10:26:01 |
| TMP-3020 | DELIVERY | IMPERIAL MARMORARIA E VIDRACARIA | 24/10/2020 10:26:01 | 24/10/2020 10:41:01 | |||
| TMP-3020 | DRIVING | IMPERIAL MARMORARIA E VIDRACARIA | VIDRACARIA DIAMANTE (MENEZES ) | 2.83 km | 00:04:44 | 24/10/2020 10:41:01 | 24/10/2020 10:45:45 |
| TMP-3020 | DELIVERY | VIDRACARIA DIAMANTE (MENEZES ) | 24/10/2020 10:45:45 | 24/10/2020 11:00:45 | |||
| TMP-3020 | DRIVING | VIDRACARIA DIAMANTE (MENEZES ) | METALVIDROS | 5.51 km | 00:07:56 | 24/10/2020 11:00:45 | 24/10/2020 11:08:41 |
| TMP-3020 | DELIVERY | METALVIDROS | 24/10/2020 11:08:41 | 24/10/2020 11:23:41 | |||
| TMP-3020 | DRIVING | METALVIDROS | VIDRACARIA IMPERIO | 3.66 km | 00:05:31 | 24/10/2020 11:23:41 | 24/10/2020 11:29:12 |
| TMP-3020 | DELIVERY | VIDRACARIA IMPERIO | 24/10/2020 11:29:12 | 24/10/2020 11:44:12 | |||
| TMP-3020 | DRIVING | VIDRACARIA IMPERIO | Bahia Vidros | 100.33 km | 01:15:48 | 24/10/2020 11:44:12 | 24/10/2020 13:00:00 |
| TMP-3020 | PAUSE | Bahia Vidros | 24/10/2020 13:00:00 | 24/10/2020 14:00:00 | |||
| TMP-3020 | DRIVING | Bahia Vidros | Bahia Vidros | 139.82 km | 01:45:38 | 24/10/2020 14:00:00 | 24/10/2020 15:45:38 |
| TMP-3020 | ROUTE_END | Bahia Vidros | 24/10/2020 15:45:38 | 24/10/2020 15:45:38 |
Descrição das atividades de um dos veículos
No exemplo, o motorista inicia às 08:00 do dia 22/10, dirige por cerca de 3h45min, faz entregas, pausa 1h para almoço, continua até 17:00, e descansa até 08:00 do dia seguinte. Isso se repete nos dias subsequentes, com pausas incorporadas para cumprir a legislação.
Resposta completa
{
"id": "60940c9dd7cb173bfb2b7798",
"clientId": "0wfdGfgEOFpME1RcsrBj4U5yAAJjeqFG",
"vehicleRoutes": [
{
"routes": [
{
"id": "NewRoute_1_1",
"activities": [
{
"activity": "ROUTE_START",
"timeWindow": {
"start": 1620298800000,
"end": 1620298800000
},
"type": "SITE",
"site": "CD",
"operations": []
},
{
"activity": "LOADING",
"timeWindow": {
"start": 1620298800000,
"end": 1620300600000
},
"type": "SITE",
"site": "CD",
"fixedTimeSite": 1800,
"operations": [
"P27",
"P21",
"P2",
"P25",
"P17",
"P7",
"P14",
"P39",
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