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检索条件"主题词=Mixed integer linear programming"

共 3304 条记录，以下是131-140 订阅

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Multi-Intersection Traffic Management for Autonomous Vehicles via Distributed mixed integer linear programming

Multi-Intersection Traffic Management for Autonomous Vehicle...

引用

American Control Conference

作者： Ashtiani, Faraz Fayazi, S. Alireza Vahidi, Ardalan Clemson Univ Dept Mech Engn Clemson SC 29634 USA

ISBN: (纸本)9781538654286

This paper extends our previous work in I and [2] on optimal scheduling of autonomous vehicle arrivals at intersections, from one to a grid of intersections. A scalable distributed mixed integer linear Program (MILP) is devised that solves the scheduling problem for a grid of intersections. A computational control node is allocated to each intersection and regularly receives position and velocity information from subscribed vehicles. Each node assigns an intersection access time to every subscribed vehicle by solving a local MILP. Neighboring intersections will coordinate with each other in real-time by sharing their solutions for vehicles' access times with each other. Our proposed approach is applied to a grid of intersections and its positive impact on traffic flow and vehicles' fuel economy is demonstrated in comparison to conventional intersection control scenarios.

关键词： Safety Autonomous vehicles Real-time systems Acceleration mixed integer linear programming Optimal scheduling"

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A Prioritization Tool for SUDS Planning in Large Cities by Coupling an Urban Drainage Model with mixed integer linear programming 11th

A Prioritization Tool for SUDS Planning in Large Cities by C...

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11th International Conference on Urban Drainage Modelling (UDM)

作者： Narine Torres, Maria Zhu, Zhenduo Pablo Rodriguez, Juan Univ Andes CIIA Bogota Colombia SUNY Buffalo Dept Civil Struct & Environm Engn Buffalo NY 14260 USA

ISBN: (纸本)9783319998671;9783319998664

Decision making regarding Sustainable Urban Drainage Systems (SUDS) sitting is an analytical complex process, as it involves the evaluation of a high number of environmental, physical and technical considerations. Additionally, as the resources are always limited (e.g. budget and land availability), the prioritization of sub-catchments for SUDS placement would help decision makers to determine where is most beneficial to locate these infrastructures. This study proposes a methodology that couples an urban drainage model and mixed integer linear programming (MILP) to determine where is more beneficial to locate SUDS to reduce both runoff volumes and combined sewer overflows (CSOs). To achieve this goal, the City Drain model is used to model the runoff generation and the flows among sub-catchments. Three indexes are proposed to quantify the reduction on both CSO and runoff volumes, and a lexicographic multi-objective model is used to find the prioritized sub-catchments within a city. The methodology was applied to sub-catchments of Bogota (Colombia), comprising an area of 38 km(2). Preliminary results showed that the prioritized sub-catchments were highly dependent on land availability and the optimal solution did not necessarily involve the selection of the sub-catchments that yield most runoff. This study demonstrates the importance and usefulness of the prioritization tool for SUDS planning, which can be used by other large cities like Bogota.

关键词： Sustainable urban drainage systems Spatial allocation mixed integer linear programming

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Volt/Var Optimization of Unbalanced Distribution Feeders via mixed integer linear programming

Volt/Var Optimization of Unbalanced Distribution Feeders via...

引用

2014 Power Systems Computation Conference (PSCC)

作者： Borghetti, Alberto Napolitano, Fabio Nucci, Carlo Alberto Univ Bologna Dept Elect Elect & Informat Engn Bologna Italy

ISBN: (纸本)9788393580132

The paper presents a mixed integer linear programming (MILP) model for the solution of the three-phase volt/var optimization (VVO) of medium voltage unbalanced distribution feeders. The VVO of a distribution feeder is aimed at calculating the most efficient operating conditions by means of the scheduling of transformers equipped with an on-load tap changer and distributed reactive power resources (such as embedded generators and switchable capacitors banks). The proposed model allows the representation of feeders composed by three-phase, two-phase, and single-phase lines, by transformers with different winding connections, by unbalanced wye- and delta-connected loads, by three-phase and single phase capacitor banks and embedded generators. The accuracy of the results is verified by using IEEE Test Feeders.

关键词： power distribution feeders unbalanced networks volt/var optimization mixed integer linear programming

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A mixed integer linear programming approach to schedule the operating room

A mixed integer linear programming approach to schedule the ...

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IEEE International Conference on Systems, Man, and Cybernetics (SMC)

作者： Maaroufi, F. Camus, H. Korbaa, O. ENSI Manouba MARS Equipe OSS Manouba Tunisia Ecole Cent Lille LAGIS Equipe OSL Villeneuve Dascq France ISITCom Hamam Sousse MARS Equipe OSS Sousse Tunisia

ISBN: (纸本)9781509018970

the problem studied in this paper is to allocate and to sequence the elective operation on operating rooms (ORs). We develop a mixed integer linear programming (MILP) model to solve this problem. Decisions in this model include the allocation of operations to material resources and human resources, the starting time of them and the starting time for each surgeon. To show the efficiency of this model, we decide to compare it with a constraints programming (CP) approach. The performance of these models is tested using a benchmark of the literature. The results indicate the efficiency of the MILP model compared with the CP model in terms of computational time.

关键词： health care operating rooms mixed integer linear programming constraint programming

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Airline Network Design by mixed integer linear programming: The Case of Small Size Airlines

Airline Network Design by Mixed Integer Linear Programming: ...

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ASCE International Conference on Transportation and Development (ICTD)

作者： Seghayati, Majid Nickkar, Amirreza Khaksar, Hasan Iran Univ Sci & Technol Dept Civil Engn Tehran Iran Morgan State Univ Ctr Built Environm & Infrastruct Studies Baltimore MD 21239 USA

ISBN: (数字)9780784482582

ISBN: (纸本)9780784482582

In this paper, two categories have been considered: optimizing economic issues in long-term planning of regional airline network structure;and the importance of changes in demand in different months of the year in airline network design. A mixed integer linear programming model has been provided in this study which, compared to previous models, considers issues such as capacity constraints and network planning issues. Moreover, the most important initiative of this article is entering two parameters: cost (non-profit) due to losing customers and expenditures of the unused capacity. These two parameters will help the model identify the best supply in each path. Various demand functions have been used in solving the model. Based on conducted analyses, using the expected value of monthly demand in comparison with high and low demand and seasonal changes in the network is optimized. The results of study also show that in times of high demand, the airline tends to aggregate passengers and increase density in hub paths.

关键词： Airline network design Small size airlines Hub and spoke mixed integer linear programming

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Smart Residential Energy Scheduling Utilizing Two Stage mixed integer linear programming

Smart Residential Energy Scheduling Utilizing Two Stage Mixe...

引用

North American Power Symposium (NAPS)

作者： Amini, M. H. Frye, Justin Ilic, Marija D. Karabasoglu, O. Carnegie Mellon Univ Dept Elect & Comp Engn Pittsburgh PA 15213 USA Sun Yat Sen Univ Carnegie Mellon Univ Joint Inst Pittsburgh PA USA Delft Univ Technol Fac Technol Policy & Management Delft Netherlands Shunde Int SYSU CMU Joint Res Inst Shunde Guangdong Peoples R China

ISBN: (纸本)9781467373890

In this paper, we design and evaluate the feasibility of a system which minimizes residential electricity cost of individual homes by shifting demand over a daily forecast price cycle. Ideally, our system will accept use-time preferences from consumers and optimize their appliances' operation around those given patterns. However, using the system to recommend optimum use-times to consumers is also possible by accepting ideal use preferences from an external load manager and computing the cost savings of these preferences relative to the cost of the consumer's current use patterns. We implement the optimization problem in two stages by using mixed integer linear programming (MILP). In the first stage, we obtain the optimum scheduling for appliances to be connected to the outlet;the output of this stage only shows the hours that we can use the appliance and does not reflect the actual consumption hours of each appliance. In the second stage, we model the random behavior of users via Monte Carlo simulation by running the appliances within the times they receive power, specified in the first stage. Finally, we evaluate the effectiveness of the proposed model in terms of cost savings by considering three appliances and four pricing schemes.

关键词： Monte Carlo methods domestic appliances integer programming linear programming pricing MILP Monte Carlo simulation optimum scheduling pricing scheme residential electricity cost minimization smart residential energy scheduling two stage mixed integer linear programming Home appliances Load management Mathematical model Optimization Pricing Real-time systems Schedules Appliances Monte Carlo technique Pricing load management real-time systems integer programming linear programming Mathematical Model Consumers mixed integer linear programming cost analysis double-stage

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OFFSHORE WIND POWER CONSTRUCTION EFFICIENCY ASSESSMENT IN FUJIAN SEA AREA BASED ON THE mixed integer linear programming 41

OFFSHORE WIND POWER CONSTRUCTION EFFICIENCY ASSESSMENT IN FU...

引用

ASME 41st International Conference on Ocean, Offshore and Arctic Engineering (OMAE)

作者： Yang, Zihao Lin, Yifan Dong, Sheng Ocean Univ China Coll Engn Qingdao Peoples R China Huadian Heavy Ind Co Ltd Beijing Peoples R China

ISBN: (纸本)9780791885932

China has become the world second largest energy consumer, and IEA predicted that its primary energy demand will double from 2025 to 2030. Offshore wind power construction is difficult and carries high risk. It is extremely difficult to control the cost, of which the construction period is the biggest variable. As to meet the requirements of cost reduction and efficiency increase in the coming era of flat rate, the construction procedures, primary vessels, and equipment need to be properly planned prior to the project startup. For this purpose, an algorithm based on mixed integer linear programming (MILP) for accurately calculating weather window and construction efficiency of offshore wind power was firstly proposed in this study, which comprehensively takes the complex construction procedures, duration of each link and environmental restrictions into account. Focusing on the offshore seas of Fujian province, utilizing the 1-hour hindcast wind and wave data respectively from the validated reanalysis wind field and SWAN model with a time span of 25 years (1996-2020), the weather window and construction efficiency for monopile foundation construction and offshore wind turbine installation were evaluated both on spatial and temporal scope. With respects to the specific wind farms that will be constructed, the detailed analysis and construction suggestions were provided.

关键词： Algorithm mixed integer linear programming Offshore wind power Construction Fujian sea area

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A practical mixed integer linear programming based approach for unit commitment

A practical mixed integer linear programming based approach ...

引用

IEEE-Power-Engineering-Society General Meeting

作者： Chang, GW Tsai, YD Lai, CY Chung, JS Natl Chung Cheng Univ Dept Elect Engn Chiayi 62107 Taiwan

ISBN: (纸本)0780384652

This paper presents a practical mixed integer linear programming (MILP) based approach for unit commitment (UC) which is suitable for both traditional and deregulated environments. In general, the UC problem is complicated large-scale, combinatorial, and non-convex in nature, it is very difficult to solve by conventional approaches to achieve both solution accuracy and efficiency. With the recent development of solution techniques, there is a trend to tackle the UC problem by using MILP approaches. In this paper the authors propose a detailed procedure to formulate the UC problem in MILP manners. The problems are then solved via a state-of-the-art optimization package. The usefulness of the proposed solution technique is illustrated by testing the problem with actual system data. The solution obtained not only gives the unit on/off states and MW schedules, but also provides marginal price information associated with system constraints such as load demand requirement to assist strategic bidding in the power market.

关键词： unit commitment mixed integer linear programming marginal price deregulation

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Multi-UAV Routing with Priority using mixed integer linear programming 20

Multi-UAV Routing with Priority using Mixed Integer Linear P...

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20th International Conference on Control, Automation and Systems (ICCAS)

作者： Hong, Youkyung Jung, Sunggoo Kim, Suseong Cha, Jihun Elect & Telecommun Res Inst Daejeon 34129 South Korea

ISBN: (纸本)9788993215199

This study proposes a new mission planning method to perform routing with multiple quadrotors. Unlike conventional routing missions, this study considers the specialized routing mission for quadrotors where there is a visit priority between nodes, and there is a task to be performed at the node. One of our contributions is that a multi-layered hierarchical architecture is designed for mission planning itself at the top level, and for interworking with path planning and flight control required at the lower levels. In mission planning, to determine the optimal pair between agents and visiting nodes and the optimal order of nodes, the optimization problem is designed and solved based on mixed-integer linear programming. Furthermore, we evaluate our method by performing MATLAB and Gazebo co-simulation in a ROS environment.

关键词： Unmanned Aerial Vehicle Task Assignment Routing mixed integer linear programming

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A mixed integer linear programming based optimal home energy management scheme considering grid-connected microgrids 14

A mixed integer linear programming based optimal home energy...

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14th IEEE International Wireless Communications and Mobile Computing Conference (IWCMC)

作者： Aslam, Sheraz Javaid, Nadeem Asif, Muhammad Iqbal, Umar Iqbal, Zafar Sarwar, Mian Ahmer COMSATS Inst Informat Technol Islamabad Pakistan Virtual Univ Pakistan Lahore Pakistan PMAS Arid Agr Univ Rawalpindi 46000 Pakistan

ISBN: (纸本)9781538620700

In this paper, we propose a home energy management (HEM) scheme in the residential area for electricity cost and peak to average ratio (PAR) reduction. Furthermore, reduction in imported electricity from the external grid is also the objective of this study. Our proposed scheme schedules smart appliances as well as electrical vehicles (EVs) charging/discharging optimally according to the consumer preferences. Each consumer has its own grid-connected microgrid for electricity generation;which consists of wind turbine, solar panel, micro gas turbine (MGT) and energy storage system (ESS). Furthermore, the scheduling problem is mathematically formulated and solved by mixed integer linear programming (MILP). We also provide the comparison of the optimal solutions, while considering EVs with and without discharging capabilities. Findings from simulations affirm our proposed scheme in terms of above-mentioned objectives.

关键词： Demand side management home energy management mixed integer linear programming

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