An intelligent bicycle sharing system, or other vehicle sharing system, is able to provide helpful bicycle availability predictions based on historical data, including various utilization statistics. Historical data can be collected over time as users use the bicycle sharing system. For example, the historical data may include the number of available bicycles at various locations and times, as well as contextual data associated with the locations and times. Contextual data may include data regarding the weather, local events, season, day of the week or year, news events, among other environmental factors that may or may not influence bicycle utilization. In some embodiments, a model, such as a machine learning model (e.g., neural network) may be trained using the historical data as training data such that the model can predict bicycle availability for a certain future time and location.

An intelligent bicycle sharing system, or other vehicle sharing system, is able to provide helpful bicycle availability predictions based on historical data, including various utilization statistics. Historical data can be collected over time as users use the bicycle sharing system. For example, the historical data may include the number of available bicycles at various locations and times, as well as contextual data associated with the locations and times. Contextual data may include data regarding the weather, local events, season, day of the week or year, news events, among other environmental factors that may or may not influence bicycle utilization. In some embodiments, a model, such as a machine learning model (e.g., neural network) may be trained using the historical data as training data such that the model can predict bicycle availability for a certain future time and location.

A foldable parking rack for a bicycle includes a base and a limiting device. The base has a wheel receiving frame having two elongated limiting members and two abutting members concaved with two abutting recesses respectively. An accommodating space is formed between the two elongated limiting members and between the two abutting members. The limiting device has a swinging bar, a spring, and two limiting cones installed at an end of the swinging bar in a way that peaks of the two limiting cones are pointed towards each other. When the swinging bar is swung about a pivot, a body of the swinging bar is swung correspondingly to the accommodating space and the two abutting recesses in a way that the juncture of the peaks of the two limiting cones corresponds to the accommodating space and the two abutting recesses.

A bicycle floor rack includes, a resting base with a positioning opening for a wheel of a bicycle or the like and a fall arrester fork, which is extended upward, in the active configuration, from the resting base, and is adapted to prevent the lateral fall of a wheel inserted therein. The resting base is made of plastic material. The fork is pivoted to the base and configured to be arranged either in an inactive configuration, lowered onto the resting base, or in an active configuration, rotated upward. The floor rack further includes reversible elements for locking the fall arrester fork in the active configuration.

A modular vehicle system is provided, comprising an electric vehicle, particularly a light electric vehicle, with at least a control device; an on-board power supply system for energy supply of an electric drive unit; an interface, connected to the on-board power supply system for connection of at least one module; and first locking means arranged at the interface. The modular vehicle system further comprising a module, with a module control, configured to communicate with the control device; an electric arrangement;

a connecting element, separably connectable to the interface, for connection of the electric arrangement with the on-board power supply system; and second locking means arranged at the connecting element, formed for engagement with the first locking means, wherein at least one of the locking means is movable between a free position and a locking position. To increase the safety of operating the system, the module control is configured to send an identification signal to the control device upon connection of the connecting element to the interface; and the control device is configured to receive the identification signal, to compare the identification signal with at least one compatibility parameter, and in case that the identification signal corresponds to the compatibility parameter, to send an activation signal to at least one switch unit to connect the electric arrangement with the on-board power supply system.

A bicycle stand includes a base, a front positioning rack and a rear positioning rack. The front positioning rack includes two uprights pivotally mounted on the base, a tensile spring biased on one of the two uprights, and an abutting member pivotally mounted between the two uprights to define a first placement zone between the abutting member and the two uprights. The rear positioning rack defines a second placement zone. Thus, the first placement zone, the second placement zone and the abutting member form a three-point support to hold a bicycle wheel. In addition, the angle between the first placement zone and the second placement zone can be adjusted in a determined range, so that the front positioning rack and the rear positioning rack are used to support bicycle wheels of different sizes.

The present disclosure is directed to a modular bicycle rack that includes at least a first hoop structure, a second hoop structure, a first connector plate, and a second connector plate. The first hoop structure is attached to the second hoop structure by each of the first and second connector plates. A bicycle rack that is capable of providing parking and locking surfaces for at least four bicycles may be provided using only two connected hoop structures. However, additional parking and locking surfaces may be provided simply by the further connection of additional hoop structures. Embodiments of the present disclosure are also directed to a set of components that is configured to be easily shipped, such as by a parcel carrier, and assembled to provide a bicycle rack.

The present disclosure is directed to a modular bicycle rack that includes at least a first hoop structure, a second hoop structure, a first connector plate, and a second connector plate. The first hoop structure is attached to the second hoop structure by each of the first and second connector plates. A bicycle rack that is capable of providing parking and locking surfaces for at least four bicycles may be provided using only two connected hoop structures. However, additional parking and locking surfaces may be provided simply by the further connection of additional hoop structures. Embodiments of the present disclosure are also directed to a set of components that is configured to be easily shipped, such as by a parcel carrier, and assembled to provide a bicycle rack.

A modular bike lock includes a locking mechanism and a securement mechanism coupled with the locking mechanism. The securement mechanism wraps around at least a portion of a bicycle and includes a locking end configured to engage with the locking mechanism to lock the bike lock. The bike lock includes a wireless communications interface and a processor that receives, using the interface, a selection from a mobile device that indicates that the mobile device has selected to use the bike lock and communicates, using the interface, a unique identifier associated with the bike lock to the mobile device, the unique identifier enabling the mobile device to unlock the bike lock. The bike lock locks automatically in response to receiving the locking end within a portion of the locking mechanism without receiving an additional input from the mobile device. The bike lock is mountable on a support structure.

A bicycle containment system is disclosed. The system can include one or more vertical supports, one or more cantilevered crossbars pivotally connected to one or more vertical supports, one or more wheel locking mechanisms, and a control system. Each cantilevered crossbar can include two substantially parallel extending arms and a frame locking mechanism. The frame locking mechanism can be made up of one or more frame locking bars and one or more frame locking actuators. Each wheel locking mechanism can include a wheel locking bar and a wheel locking actuator. The locking mechanism control system can be configured to actuate the frame locking actuators and the wheel locking actuators.