Charging Station Placement for Indoor Robotic Applications
نویسندگان
چکیده
For an autonomous mobile robot, when the available power goes below a certain threshold, the robot needs to abort its current task and move towards a charging station to recharge its battery. The efficiency of an autonomous mobile robot depends significantly on the location of the charging stations. In this paper, we address the charging station placement problem for mobile robots in a controlled workspace. We propose two algorithms to place a number of charging stations so that a robot is always capable of reaching one of the charging stations from any obstacle-free location in the workspace without aborting its task too early. We reduce the charging-station placement problem to a series of SMT solving problems and use the off-the-shelf SMT solver Z3 to implement our algorithm. The algorithm produces as output the locations of the minimal number of charging stations in the workspace and the trajectories from all obstacle-free locations to one of the charging stations. Our experimental results show how our algorithm can efficiently find the location of the charging stations and robot trajectories to reach the charging stations. We demonstrate through simulation how the generated trajectories can be effectively used by a robot to reach a charging stations autonomously without getting depleted with power.
منابع مشابه
DC-DC CONVERTER WITH FUZZY CONTROLLER FOR SOLAR CELL APPLICATIONS ON MOBILE ROBOTS
Emerging technologies increase the needs on self efficient mobile robotic applications that bring a new concern of sustainable and continuous power supply for the robotic platforms. This paper covers the various techniques and technologies used to design a solar powered robot, exploring the currently available products, software and limitations to this application. The main aim is to integrate ...
متن کاملOptimal Pricing for Efficient Electric Vehicle Charging Station Management
The rapid development of Electric Vehicles (EVs) seen in recent years has been drawing increasing attentions from the public, markets, decision-makers, and academia. Notwithstanding the progress, issues still remain. Because of the widely complained disadvantages of limited battery capacity and long charging time, charging convenience has become a top concern that greatly hinders the adoption o...
متن کامل3D Vision Guided Robotic Charging Station for Electric and Plug-in Hybrid Vehicles
Electric vehicles (EVs) and plug-in hybrid vehicles (PHEVs) are rapidly gaining popularity on our roads. Besides a comparatively high purchasing price, the main two problems limiting their use are the short driving range and inconvenient charging process. In this paper we address the following by presenting an automatic robot-based charging station with 3D vision guidance for plugging and unplu...
متن کاملEnergy cost minimization in an electric vehicle solar charging station via dynamic programming
Environmental crisis and shortage of fossil fuels make Electric Vehicles (EVs) alternatives for conventional vehicles. With growing numbers of EVs, the coordinated charging is necessary to prevent problems such as large peaks and power losses for grid and to minimize charging costs of EVs for EV owners. Therefore, this paper proposes an optimal charging schedule based on Dynamic Programming (DP...
متن کاملScheduling of Electric Vehicle Charging Station for profit maximization of Vehicles and Station in Uncertainty
Abstract: In this paper, the electric vehicle (EV) charging station scheduling process is designed to maximize the profit of EVs owners and the station operator in two steps. First, a complete model is proposed to formulate the problem of charging and discharging EVs at charging stations in one-day-ahead 24-hours. The purpose of the program is to increase the profits of EVs owners charging stat...
متن کامل