Exemplo 3 – Rotas de vários dias
Neste exemplo, temos uma requisição para resolver um problema logístico de uma empresa que possui uma frota composta por 1 veículo do tipo VUC e 15 ordens de serviço de entrega na região Nordeste do Brasil. O planejamento considera múltiplos dias, respeitando as regras da legislação referentes às pausas de direção e à jornada diária de trabalho.
Descrição do problema
Das 15 entregas, todas possuem uma janela de horário ampla, abrangendo 3 dias, o que permite flexibilidade para que o motorista cumpra as pausas obrigatórias. Não há restrições específicas de volume ou peso além da capacidade do veículo, e cada entrega possui 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 |
Os 15 locais de entrega estão distribuídos pelo estado da Bahia, na região Nordeste do Brasil. O veículo deve iniciar e retornar ao depósito “Bahia Vidros”, respeitando as regras da legislação relacionadas à condução e à jornada de trabalho.
O planejamento considera as seguintes restrições: direção contínua máxima de 3h45min antes de uma pausa obrigatória de 1h, trabalho contínuo máximo de 8h antes de um descanso de 15h, além das pausas diárias obrigatórias.
Parâmetros utilizados
"optimizationProfile": "BRAZIL46"– Para essa simulação, foi usado o perfil de otimização BRAZIL46. Para os tipos disponíveis, verifique emoptimizationProfile."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."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, tamanho 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.
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 será retornada no formato JSON, contendo 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).
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 |
No exemplo, o motorista inicia a jornada às 08:00 do dia 22/10, dirige por cerca de 3h45min, realiza algumas entregas e faz uma pausa de 1h para almoço. Em seguida, retoma as atividades até 17:00, quando encerra o dia de trabalho e inicia o período de descanso até 08:00 do dia seguinte.
Esse padrão se repete nos dias subsequentes, com as pausas devidamente incorporadas ao planejamento para garantir o cumprimento da 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",
"P33"
]
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