☆ 4.7 Review

A review of siting, sizing, optimal scheduling, and cost-benefit analysis for battery swapping stations

ENERGY (2022)

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Article Engineering, Electrical & Electronic

Voltage Regulation With Electric Taxi Based on Dynamic Game Strategy

Kai Ma et al.

Summary: This study establishes an optimization model for electric vehicles and battery charging/swapping stations, analyzing the charging behaviors and swapping strategies of different types of EVs, as well as considering voltage deviation in the power grid. The proposed strategy increases revenue for BCSS and ETs while reducing voltage deviation.

IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY (2022)

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Article Engineering, Civil

Online Station Assignment for Electric Vehicle Battery Swapping

Pengcheng You et al.

Summary: This paper investigates the problem of online station assignment for commercial electric vehicles that request battery swapping, and proposes an efficient algorithm that performs well on realistic inputs.

IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS (2022)

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Article Thermodynamics

Battery electric vehicle usage pattern analysis driven by massive real-world data

Dingsong Cui et al.

Summary: Electric vehicles play a key role in transportation electrification and reducing pollution. However, their increased usage poses challenges for energy system optimization. This study analyzes a large dataset of charging and travel events in Beijing in 2018, providing valuable insights for large-scale deployment and metropolitan areas.

ENERGY (2022)

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Article Thermodynamics

Configuration and system operation for battery swapping stations in Beijing

Yanni Liang et al.

Summary: This study develops a BSS configuration and operation model with three charging strategies to enhance energy saving, emission reduction, and economic feasibility. The valley charging strategy can achieve the lowest peak-valley grid load difference and the greatest emission reductions, but requires higher investments.

ENERGY (2021)

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Article Engineering, Electrical & Electronic

Optimal scheduling of electric vehicles charging in battery swapping station considering wind- photovoltaic accommodation

Haifeng Wang et al.

Summary: An aggregate management strategy for orderly scheduling of Electric Vehicles in the battery swapping station is proposed in this study to address the issue of peak-to-valley difference in the grid, promoting wind and photovoltaic power consumption while shaving peak of the grid. The optimization model effectively realizes the orderly charging of Electric Vehicles, releases peak shaving capacity, absorbs excess wind and photovoltaic power, and reduces costs for LAs and users.

ELECTRIC POWER SYSTEMS RESEARCH (2021)

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Article Energy & Fuels

Construction Planning and Operation of Battery Swapping Stations for Electric Vehicles: A Literature Review

Yu Feng et al.

Summary: This paper reviews the literature in the field of electric vehicle service, analyzes the co-occurrence of keywords, and classifies the literature according to clustering results, focusing on topics such as BSS location, charging strategies, and optimization models. Through a case study and revenue capacity calculation, future research directions for battery swapping stations for electric vehicles are proposed.

ENERGIES (2021)

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Article Computer Science, Artificial Intelligence

Solving the battery swap station location-routing problem with a mixed fleet of electric and conventional vehicles using a heuristic branch-and-price algorithm with an adaptive selection scheme

Yanru Chen et al.

Summary: This paper introduces a battery swap station location and routing problem involving a mixed fleet of electric and conventional vehicles, taking into account factors such as time windows constraints. An integer programming model and heuristic branch-and-price algorithm were applied to address the problem, with extensive computational studies demonstrating the effectiveness and efficiency of the algorithm.

EXPERT SYSTEMS WITH APPLICATIONS (2021)

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Article Engineering, Multidisciplinary

Integrated Operation Model for Autonomous Mobility-on-Demand Fleet and Battery Swapping Station

Zhaohao Ding et al.

Summary: This article proposed a combined operation scheme for battery swapping station (BSS) and AMoD system, using an expanded network flow model to maximize the profit of the AMoD system.

IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS (2021)

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Article Energy & Fuels

Two-stage self-scheduling of battery swapping station in day-ahead energy and frequency regulation markets

Chuantao Wu et al.

Summary: This paper proposes a novel battery model based on historical data of regulation signals to address the problems faced by battery swapping stations in the frequency regulation market. Through constructing ambiguity sets of uncertainties and utilizing a two-stage self-scheduling model, the impact of market uncertainties on BSS is effectively addressed.

APPLIED ENERGY (2021)

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Article Thermodynamics

Resilience oriented vehicle-to-home operation based on battery swapping mechanism

Hasan Mehrjerdi

Summary: This paper explores battery swapping and energy resilience in a building integrated with electric vehicles, reserve batteries, and solar energy. By coordinating the EV and reserve battery for battery swapping, the building is able to operate under both off-grid and grid-tied states, improving energy resilience.

ENERGY (2021)

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Review Engineering, Mechanical

Chassis Coordinated Control for Full X-by-Wire Vehicles-A Review

Lei Zhang et al.

Summary: This paper provides a systematic survey on chassis coordinated control methods for full X-by-wire vehicles, focusing on driving condition identification and integrated control of chassis subsystems as the main framework. Different driving condition identification methods are described as trigger conditions for the implementation of chassis coordinated control, with a review of state-of-the-art methods for vehicles equipped with steering-by-wire, braking-by-wire, and/or wire-controlled-suspension systems.

CHINESE JOURNAL OF MECHANICAL ENGINEERING (2021)

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Article Engineering, Electrical & Electronic

Optimal Design of Battery Swapping-Based Electrified Public Bus Transit Systems

Abdelrahman Ayad et al.

Summary: This article introduces a novel model to optimize the design of fully electrified public bus transit systems using the concept of battery swapping. The model aims to minimize the overall capital and operation costs by determining the optimal configuration design parameters and schedules for battery swapping and charging. Case studies on a real PBT system in Ontario, Canada, validate the effectiveness of the proposed model as a decision-making tool for electrifying bus transits.

IEEE TRANSACTIONS ON TRANSPORTATION ELECTRIFICATION (2021)

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Article Green & Sustainable Science & Technology

Electric vehicle charging potential from retail parking lot solar photovoltaic awnings

Swaraj Sanjay Deshmukh et al.

Summary: This study investigates the energy related aspects of developing electric vehicle (EV) charging stations powered with solar photovoltaic (PV) canopies built on the parking infrastructure of large-scale retailers. The results show that Walmart could potentially deploy a significant amount of solar canopies in the U.S., providing solar electricity for a large number of EV charging stations for their customers, covering 90% of the American public living within 15 miles of a Walmart.

RENEWABLE ENERGY (2021)

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Article Environmental Studies

Deploying battery swap stations for shared electric vehicles using trajectory data

Xiong Yang et al.

Summary: This paper introduces a novel Station-to-Point Battery Swap Mode for Shared Electric Vehicles, and develops a data-driven BSS location optimization model and operation strategy. Key parameters including Q, R, and AADT were found influential to the outputs of interest through various scenarios.

TRANSPORTATION RESEARCH PART D-TRANSPORT AND ENVIRONMENT (2021)

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Article Construction & Building Technology

Optimized allocation of scooter battery swapping station under demand uncertainty

Min-Der Lin et al.

Summary: This study aims to develop an optimized allocation model to solve the problem of stochastic battery swapping demand. Through Monte Carlo simulation to predict battery swapping demand, and using optimizers to determine the best BSS locations to minimize costs.

SUSTAINABLE CITIES AND SOCIETY (2021)

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Article Engineering, Electrical & Electronic

Inventory Planning and Real-Time Routing for Network of Electric Vehicle Battery-Swapping Stations

Liang Ni et al.

Summary: This article focuses on the planning and operation of a network of battery-swapping stations for electric vehicles, with an emphasis on long-term inventory planning and short-term real-time vehicle-to-station routing decisions. By formulating a two-stage optimization problem and proposing a two-step solution scheme, the study demonstrates the optimized initial inventory and performance of a randomized online algorithm for real-time routing.

IEEE TRANSACTIONS ON TRANSPORTATION ELECTRIFICATION (2021)

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Proceedings Paper Computer Science, Artificial Intelligence

Cheapest Insertion and Disruption of Routes Operators for Solving Multi-Depot Electric Vehicle Location Routing Problem with Time Windows and Battery Swapping via GRASP and RVND

Braulio M. O. Portela et al.

Summary: The study focuses on solving the Multi-Depot Electric Vehicle Location Routing Problem with Time Windows and Battery Swapping (MDEVLRPTW-BS), proposing two constructive methods and comparing them with existing techniques, resulting in good outcomes.

2021 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC 2021) (2021)

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Article Engineering, Electrical & Electronic

Joint Estimation of Inconsistency and State of Health for Series Battery Packs

Yunhong Che et al.

Summary: A novel joint estimation method for inconsistency and SOH was proposed, utilizing feature extraction, fusion weight design, and Gaussian process regression to accurately estimate the health status and inconsistency of battery packs. Results show that inconsistency evaluation significantly impacts the aging process, and the wrapper selection method enhances accuracy.

AUTOMOTIVE INNOVATION (2021)

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Article Energy & Fuels

Optimal Design for a Shared Swap Charging System Considering the Electric Vehicle Battery Charging Rate

Lingshu Zhong et al.

ENERGIES (2020)

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Article Engineering, Electrical & Electronic

Optimal scheduling for micro-grid considering EV charging-swapping-storage integrated station

Hongtao Yuan et al.

IET GENERATION TRANSMISSION & DISTRIBUTION (2020)

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Article Green & Sustainable Science & Technology

A survey on smart grid technologies and applications

G. Dileep

RENEWABLE ENERGY (2020)

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Review Green & Sustainable Science & Technology

Uncertainty models for stochastic optimization in renewable energy applications

A. Zakaria et al.

RENEWABLE ENERGY (2020)

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Article Energy & Fuels

Optimization of photovoltaic battery swapping station based on weather/traffic forecasts and speed variable charging

Jiawei Feng et al.

APPLIED ENERGY (2020)

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Article Construction & Building Technology

Study on location decision framework of electric vehicle battery swapping station: Using a hybrid MCDM method

Ruotong Wang et al.

SUSTAINABLE CITIES AND SOCIETY (2020)

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Article Construction & Building Technology

Non-myopic dynamic routing of electric taxis with battery swapping stations

Hamid R. Sayarshad et al.

SUSTAINABLE CITIES AND SOCIETY (2020)

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Article Green & Sustainable Science & Technology

Towards holistic charging management for urban electric taxi via a hybrid deployment of battery charging and swap stations

Xu Zhang et al.

RENEWABLE ENERGY (2020)

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Article Green & Sustainable Science & Technology

EV charging load simulation and forecasting considering traffic jam and weather to support the integration of renewables and EVs

Jie Yan et al.

RENEWABLE ENERGY (2020)

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Article Green & Sustainable Science & Technology

Ordered charge control considering the uncertainty of charging load of electric vehicles based on Markov chain

Xiaojuan Han et al.

RENEWABLE ENERGY (2020)

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Article Green & Sustainable Science & Technology

Electric Vehicle Routing Problem with Battery Swapping Considering Energy Consumption and Carbon Emissions

Jin Li et al.

SUSTAINABILITY (2020)

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Article Green & Sustainable Science & Technology

Energy management in microgrids with battery swap stations and var compensators

A. Rezaee Jordehi et al.

JOURNAL OF CLEANER PRODUCTION (2020)

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Review Engineering, Electrical & Electronic

Battery swapping station for electric vehicles: opportunities and challenges

Furkan Ahmad et al.

IET SMART GRID (2020)

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Article Engineering, Electrical & Electronic

Optimal Scheduling of Battery Charging Station Serving Electric Vehicles Based on Battery Swapping

Xiaoqi Tan et al.

IEEE TRANSACTIONS ON SMART GRID (2019)

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Article Energy & Fuels

Real-time energy management for a smart-community microgrid with battery swapping and renewables

Jie Yan et al.

APPLIED ENERGY (2019)

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Review Energy & Fuels

Autonomous Battery Swapping System and Methodologies of Electric Vehicles

Feyijimi Adegbohun et al.

ENERGIES (2019)

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Article Thermodynamics

Least-cost operation of a battery swapping station with random customer requests

Mohsen Mahoor et al.

ENERGY (2019)

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Article Engineering, Electrical & Electronic

Optimal Operation Scheduling of a Microgrid Incorporating Battery Swapping Stations

Saeid Esmaeili et al.

IEEE TRANSACTIONS ON POWER SYSTEMS (2019)

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Review Green & Sustainable Science & Technology

A review of DC/DC converter-based electrochemical impedance spectroscopy for fuel cell electric vehicles

Hanging Wang et al.

RENEWABLE ENERGY (2019)

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Review Economics

Optimization models for electric vehicle service operations: A literature review

Zuo-Jun Max Shen et al.

TRANSPORTATION RESEARCH PART B-METHODOLOGICAL (2019)

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Review Green & Sustainable Science & Technology

State-of-the-art of hosting capacity in modern power systems with distributed generation

Sherif M. Ismael et al.

RENEWABLE ENERGY (2019)

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Article Computer Science, Information Systems

Day-Ahead Scheduling for an Electric Vehicle PV-Based Battery Swapping Station Considering the Dual Uncertainties

Hong Liu et al.

IEEE ACCESS (2019)

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Article Computer Science, Information Systems

QoS guaranteed online management of battery swapping station under dynamic energy pricing

Luhao Wang et al.

IET CYBER-PHYSICAL SYSTEMS: THEORY & APPLICATIONS (2019)

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Article Computer Science, Information Systems

Optimal Dispatching Strategy for Shared Battery Station of Electric Vehicle by Divisional Battery Control

Jie Yang et al.

IEEE ACCESS (2019)

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Article Computer Science, Information Systems

Data-Driven Location Selection for Battery Swapping Stations

Ming Zeng et al.

IEEE ACCESS (2019)

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Article Operations Research & Management Science

Optimization of Battery Charging and Purchasing at Electric Vehicle Battery Swap Stations

Frank Schneider et al.

TRANSPORTATION SCIENCE (2018)

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Article Thermodynamics

Battery swap pricing and charging strategy for electric taxis in China

Yanni Liang et al.

ENERGY (2018)

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Article Automation & Control Systems

A Monte Carlo Simulation Approach to Evaluate Service Capacities of EV Charging and Battery Swapping Stations

Tianyang Zhang et al.

IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS (2018)

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Article Engineering, Electrical & Electronic

An Optimization Model for Electric Vehicle Battery Charging at a Battery Swapping Station

Hao Wu et al.

IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY (2018)

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Article Thermodynamics

Placement and sizing of multiple distributed generation and battery swapping stations using grasshopper optimizer algorithm

U. Sultana et al.

ENERGY (2018)

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Article Energy & Fuels

A Mobile Battery Swapping Service for Electric Vehicles Based on a Battery Swapping Van

Sujie Shao et al.

ENERGIES (2017)

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Article Engineering, Civil

Space-Aware Modeling of Two-Phase Electric Charging Stations

Fabio Antonio V. Pinto et al.

IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS (2017)

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Article Economics

Network user equilibrium problems for the mixed battery electric vehicles and gasoline vehicles subject to battery swapping stations and road grade constraints

Min Xu et al.

TRANSPORTATION RESEARCH PART B-METHODOLOGICAL (2017)

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Article Economics

Solving the battery swap station location-routing problem with capacitated electric vehicles using an AVNS algorithm for vehicle-routing problems with intermediate stops

Julian Hof et al.

TRANSPORTATION RESEARCH PART B-METHODOLOGICAL (2017)

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Article Green & Sustainable Science & Technology

An Optimal Operation Model and Ordered Charging/Discharging Strategy for Battery Swapping Stations

Yanni Liang et al.

SUSTAINABILITY (2017)

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Article Computer Science, Artificial Intelligence

A charging-scheme decision model for electric vehicle battery swapping station using varied population evolutionary algorithms

Hao Wu et al.

APPLIED SOFT COMPUTING (2017)

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Article Green & Sustainable Science & Technology

Simultaneous planning of plug-in hybrid electric vehicle charging stations and wind power generation in distribution networks considering uncertainties

Saeed Shojaabadi et al.

RENEWABLE ENERGY (2016)

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Article Green & Sustainable Science & Technology

A New Method to Plan the Capacity and Location of Battery Swapping Station for Electric Vehicle Considering Demand Side Management

Wenxia Liu et al.

SUSTAINABILITY (2016)

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Article Energy & Fuels

Impact of electric vehicles on distribution substations: A Swiss case study

Florian Salah et al.

APPLIED ENERGY (2015)

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Article Computer Science, Interdisciplinary Applications

Battery swap station location-routing problem with capacitated electric vehicles

Jun Yang et al.

COMPUTERS & OPERATIONS RESEARCH (2015)

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Article Automation & Control Systems

A Charging Strategy for PV-Based Battery Switch Stations Considering Service Availability and Self-Consumption of PV Energy

Nian Liu et al.

IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS (2015)

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Article Engineering, Electrical & Electronic

Optimal Operation and Services Scheduling for an Electric Vehicle Battery Swapping Station

Mushfiqur R. Sarker et al.

IEEE TRANSACTIONS ON POWER SYSTEMS (2015)

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Article Engineering, Electrical & Electronic

Impacts of high penetration level of fully electric vehicles charging loads on the thermal ageing of power transformers

Kejun Qian et al.

INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS (2015)

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Article Green & Sustainable Science & Technology

Coordinated charging of plug-in hybrid electric vehicles in smart hybrid AC/DC distribution systems

M. F. Shaaban et al.

RENEWABLE ENERGY (2015)

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Article Computer Science, Information Systems

Revenue Optimization Frameworks for Multi-Class PEV Charging Stations

Cuiyu Kong et al.

IEEE ACCESS (2015)

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Article Thermodynamics

Multi-objective optimization for component capacity of the photovoltaic-based battery switch stations: Towards benefits of economy and environment

Nian Liu et al.

ENERGY (2014)

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Article Engineering, Electrical & Electronic

Stochastic Modeling and Forecasting of Load Demand for Electric Bus Battery-Swap Station

Qian Dai et al.

IEEE TRANSACTIONS ON POWER DELIVERY (2014)

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Article Engineering, Electrical & Electronic

Profit Maximization for Plug-In Electric Taxi With Uncertain Future Electricity Prices

Zaiyue Yang et al.

IEEE TRANSACTIONS ON POWER SYSTEMS (2014)

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Article Engineering, Electrical & Electronic

Electric Vehicle Battery Charging/Swap Stations in Distribution Systems: Comparison Study and Optimal Planning

Yu Zheng et al.

IEEE TRANSACTIONS ON POWER SYSTEMS (2014)

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Article Engineering, Electrical & Electronic

Simulation study on optimal placement and sizing of Battery Switching Station units using Artificial Bee Colony algorithm

J. J. Jamian et al.

INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS (2014)

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Review Green & Sustainable Science & Technology

Electric vehicles and smart grid interaction: A review on vehicle to grid and renewable energy sources integration

Francis Mwasilu et al.

RENEWABLE & SUSTAINABLE ENERGY REVIEWS (2014)

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Article Economics

Online routing and battery reservations for electric vehicles with swappable batteries

Jonathan D. Adler et al.

TRANSPORTATION RESEARCH PART B-METHODOLOGICAL (2014)

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Article Management

Infrastructure Planning for Electric Vehicles with Battery Swapping

Ho-Yin Mak et al.

MANAGEMENT SCIENCE (2013)

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Article Engineering, Electrical & Electronic

Optimizing Electric Vehicle Charging With Energy Storage in the Electricity Market

Chenrui Jin et al.

IEEE TRANSACTIONS ON SMART GRID (2013)

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Article Energy & Fuels

Impacts of wind power on thermal generation unit commitment and dispatch

Bart C. Ummels et al.

IEEE TRANSACTIONS ON ENERGY CONVERSION (2007)

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Article Chemistry, Physical

The effect of the charging protocol on the cycle life of a Li-ion battery

Sheng Shui Zhang

JOURNAL OF POWER SOURCES (2006)

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Article Engineering, Electrical & Electronic

Impact of EV battery chargers on the power quality of distribution systems

JC Gómez et al.

IEEE TRANSACTIONS ON POWER DELIVERY (2003)

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