Abstract: A method for fill level determination, which can include receiving a set training set, training a neural network, selecting reference images, and/or determining a container fill level. A system for fill level determination, which can include a computing system, one or more containers, and/or one or more content sensors.

Abstract: A dumpster includes a sensor module including a first sensor module detecting an impact or vibration applied to the dumpster, a second sensor module detecting an inclination of the dumpster, and a third sensor module detecting a loading amount of waste loaded in the dumpster, and a dumpster hole that is provided on both sides of the dumpster and to which an end of a front loader provided on the waste collection vehicle is docked in a collection work by the waste collection vehicle.

Abstract: An inlay for a laminated transaction card may include a core layer including at least about 50% recycled polyethylene by weight. The inlay may include a first support layer adhered to a first surface of the core layer by a first adhesive layer positioned between the first support layer and the first surface of the core layer. A material of the first support layer may include one of polyvinyl chloride, polyethylene terephthalate glycol, or polyethylene terephthalate. The inlay may include a second support layer adhered to a second surface of the core layer by a second adhesive layer positioned between the second support layer and the second surface of the core layer. A material of the second support layer may include one of polyvinyl chloride, polyethylene terephthalate glycol, or polyethylene terephthalate.

Abstract: A portable information handling system modular hybrid architecture separates components between rotationally coupled housing portions to minimize cabling, connectors and materials, and to provide improved durability that supports recycling and reuse of the components. For example, a secondary board coupled in a first housing portion and having an audio processor exposes a connector that communicates audio signals to a speaker through a housing cover coupled over the first housing portion. A first speaker interface of the housing cover aligned with the secondary board connector communicates the audio signals through wires of the housing cover to a second speaker interface aligned with a speaker having a speaker contact to accept the audio signals. The speaker has a speaker cartridge with a piezoelectric speaker element that releasably couples to a speaker chamber to aid in reuse and recycling of the speaker.

Abstract: A wireless tracking system for tracking and monitoring assets is disclosed herein. The wireless tracking system comprises wireless tags. A wireless tag is configured to track a respective asset during delivery to a shipping address. After the asset has arrived at the shipping address, the wireless tag is released to a delivery service to be delivered to the return address for recycling or renovating an electronic component of the wireless tag, e.g., by wired or wirelessly recharging the energy source. In some embodiments, the wireless tracking system remotely monitors a performance level of the energy source via a wireless communication with the wireless tag and, responsive to the performance level of the energy source being below a threshold level, transmits a notification to a user of the wireless tracking system to ship the wireless tag to the return address for renovation or recycling.

Abstract: Systems and methods are provided for using video/still images captured by continuously recording optical sensors mounted on waste collection vehicles used in in the waste collection, disposal and recycling industry for operational and customer service related purposes. A system is provided for auditing the fill status of a customer waste container by a waste services provider during performance of a waste service activity.

Abstract: A charge control system includes a charging apparatus including a first processor configured to cause the charging apparatus to store electric power to be supplied to a preset region, and a charge control apparatus including a second processor configured to calculate a charge amount of the charging apparatus and perform charging control for the charging apparatus based on the calculated charge amount, wherein when calculating the charge amount, the second processor calculates a charge amount to be larger in a case where the engine driving prohibited zone is set in the region than a charge amount in a case where the engine driving prohibited zone is not set in the region.

Abstract: A system and method for using a blockchain provenance system to determine and/or track the qualitative issues associated with the supply chain state of one or more products, including obtaining a product identifier and a first set of parameters associated with the product identifier, each parameter indicative of a supply chain state of a product corresponding to the product identifier; determining, in view of the set of parameters, a first set of qualitative issues associated with the supply chain state of the product; and updating a ledger of a blockchain system to indicate an association between the product identifier and the first set of qualitative issues associated with the supply chain state of the product.

Abstract: A kiosk for accepting a portable electronic device from a client in exchange for payment includes a display, one or more cameras, a portable device receiving arrangement, a payment dispensing arrangement, and a communication connection to a remote server and/or operator. The kiosk is configured to, in conjunction with the remote server and/or operator, control an application program executing on the portable electronic device and one or more the cameras to detect characteristics of the portable electronic device. The kiosk is also configured to determine a value for the portable electronic device based upon aspects including the detected characteristics, and to display the determined value on said at least one display for approval by the client. Subsequently, based upon the determined value, the kiosk provides a payment to the client via the payment dispensing arrangement, and deposits the portable electronic device in the kiosk for subsequent collection.

Abstract: A waste management system includes a waste management device, a monitoring unit, and a communication unit. The waste management device includes a collection unit, a classification unit, a segregation unit, a plurality of sensors, a power unit, and a plurality of waste bins. The collection unit collects one or more waste articles. The classification unit utilizes a machine-learning model and identifies a waste category of the one or more waste articles. The segregation unit transports the one or more waste articles to a particular waste bin corresponding to the identified waste category. The power unit supplies power to the waste management device. The monitoring unit monitors the waste management device and controls a resultant action. The communication unit communicates one or more data between a control station and the waste management device using a plurality of IoT devices.

Abstract: A waste management system includes a waste management device, a monitoring unit, and a communication unit. The waste management device includes a collection unit, a classification unit, a segregation unit, a plurality of sensors, a power unit, and a plurality of waste bins. The collection unit collects one or more waste articles. The classification unit utilizes a machine-learning model and identifies a waste category of the one or more waste articles. The segregation unit transports the one or more waste articles to a particular waste bin corresponding to the identified waste category. The power unit supplies power to the waste management device. The monitoring unit monitors the waste management device and controls a resultant action. The communication unit communicates one or more data between a control station and the waste management device using a plurality of IoT devices.

Abstract: A system includes a location controller for a building, a container arranged to store items, and a device attached to the container. The device includes a first radio and a light emitting diode. The first radio emits a signal. The location controller determines a first location of the device in the building based on the signal and communicates, based on the first location of the device in the building, a first instruction to the device indicating that the device should be moved to a second location. The light emitting diode emits light of a first color in response to the first instruction.

Abstract: The present disclosure relates to a device for handling medicament delivery devices and is to be used with a safety container, where the medicament delivery devices have information retaining elements having information that is unique to specific medicament delivery devices, and which medicament delivery devices are to be put in a safety container after use. The disclosed device has an information obtaining mechanism operably arranged to obtain information from the medicament delivery devices placed into the safety container.

Abstract: An automated process for separating and recycling a broad mix of waste material including, but not limited to, paper and flexible plastics. A materials recovery facility (MRF) collects, presorts, and separates into individual commodities the material, then separates partially processed 2D blends from 3D containers, while refraining from any quality control of the 2D blends, and bales the 2D blends. A fiber center receives the bales from the MRF, aggregates the partially processed 2D blends, removes recyclable commodities including flexible plastics from the 2D blends, aggregates each recyclable commodity that is removed from the 2D blends, and forms separate commodity streams of clean paper and clean flexible plastics. Also provided are a related fiber center (and an infrastructure including the center) and at least one computer-readable non-transitory storage medium embodying software for performing the process.

Abstract: Kiosk systems and methods for vending mobile phones and other electronic devices to, and/or for purchasing mobile phones and other electronic devices from, consumers are disclosed herein. In some embodiments, such systems can include subsystems for transferring data from, e.g., a purchased phone to a vended phone.

Abstract: A system includes a network interface and a processor coupled to the network interface. The processor is configured to receive an identifier of a waste product via the network interface; determine, based on the identifier, a waste category for the waste product; and provide a report that includes the determined waste category.

Abstract: A waste management system includes a waste management device, a monitoring unit, and a communication unit. The waste management device includes a collection unit, a classification unit, a segregation unit, a plurality of sensors, a power unit, and a plurality of waste bins. The collection unit collects one or more waste articles. The classification unit utilizes a machine-learning model and identifies a waste category of the one or more waste articles. The segregation unit transports the one or more waste articles to a particular waste bin corresponding to the identified waste category. The power unit supplies power to the waste management device. The monitoring unit monitors the waste management device and controls a resultant action. The communication unit communicates one or more data between a control station and the waste management device using a plurality of IoT devices.

Abstract: A smart waste bin for waste management is provided. The smart waste bin may include a plurality of cameras, a deposit container, a plurality of waste receptacles, and a computing device including at least one processor in communication with at least one memory device. The processor may be configured to: (i) receive image data of items inserted into the deposit container by a user, the image data captured by a camera of the plurality of cameras, (ii) receive user data associated with the user, (iii) classify the one or more items based upon the image data, (iv) sort the one or more items into the corresponding waste receptacle of the plurality of waste receptacles based upon the classification, (v) determine an assigned value of the one or more items based upon the classification, and (vi) compensate the user based upon the assigned value of the one or more items.

Abstract: A process for the segregation, sterilization, and purification of recycled plastic medical waste with the subsequent production of plastic products made therefrom is disclosed. Also disclosed is a method for the front-end segregation of recycled plastic medical waste into a polypropylene waste stream and a mixed plastic waste stream. These segregated streams are further purified through a processing method that removes contaminating fibrous, metal and other waste products. Polypropylene and mixed plastic streams isolated using these methods yield a homogenous material that can be blended with other materials for the production of raw plastic or for extrusion to form commercial plastic products. A method for tracking regulated and non-regulated medical waste stream production kinetics and chain of custody from discrete waste disposal sites is also disclosed.

Abstract: A system is disclosed for providing a waste management app. The system may have a locating device disposed onboard a service vehicle and configured to generate a first signal indicative of a location of the service vehicle, an input device, and a controller. The controller may be configured to receive a route assignment including waste services to be performed by the service vehicle, and to track movement of the service vehicle during performance of the waste services based on the first signal. The controller may also be configured to provide a graphical user interface for display on the input device, listing the waste services from the route assignment to be performed by the service vehicle and showing a location of the service vehicle relative to at least one location at which the waste services are to be performed.

Abstract: A computer system including sensor and alternative power technologies for enhancing waste disposal and energy efficiency using is provided. The computer system may be configured to receive waste data and recycling data from at least one sensor located proximate to a waste bin, and determine a level of waste in the waste bin based upon the received waste data, and a level of contamination of the waste bin based upon the received recycling data. The computer system may be also configured to determine whether collection of waste in the waste bin or decontamination of the waste bin is required. The computer system may be further configured to generate an alert including information corresponding collection or decontamination of the waste bin, and transmit the alert to one or more client devices associated with at least one user.

Abstract: Systems, methods, and computer program products for recommending ecosystem credit tokens based on modelled outcomes are provided. In various embodiments, field data comprising geospatial boundaries of one or more field are received. One or more methodology is accessed. For each of the one or more fields, one or more farming practice is accessed, wherein each farming practice comprises a location and time. For each of the one or more fields, for each crop production period, an ecosystem attribute is generated by applying one or more ecosystem attribute quantification methods to each spatially and temporally unique set of one or more farming practices. Selection of one or more program is optimized for each field based on the set of selected programs being compatible within the field and production period.

Abstract: The invention concerns a continuous monitoring method and system for forest stock and its execution method, including: 1, sample plots sampling design; 2, intelligent sample plots layout; 3, automatic sample plot data collection; 4, dynamic update of stock: detecting plot type change subclasses through remote sensing, and updating graphic and attribute forest resource change maps information; building a dynamic forest stand update model through intelligent sample plot data for plot type unchanged subclasses, and then updating attribute information of forest subclasses; 5, precision test and correction; 6, monitoring output: outputting current period stock monitoring data; 7, determining whether a monitoring period arrives.

Abstract: Example embodiments provide for a utility conservation system, whereby utility efficiency targets (i.e., the setting of one or more resource consumption threshold values—e.g., high, medium, or low resources user) may be compared to help find specific utility users (e.g., high users) by sector or other classification (e.g., hotels, with 30 or more rooms, swimming pool, etc.). In other words, example embodiments may use an industry standard classification system (e.g., the North American Industry Classification System (NAICS)) for analyzing and comparing utility customers' consumption across similar industry classes (e.g., Restaurants).

Abstract: A method for processing aluminum alloy rims including: providing a feed of a plurality of aluminum alloy rims of different compositions, each aluminum alloy rim having a serial number distinguishing that aluminum alloy rim from other aluminum alloy rims; storing in a non-transient computer-readable memory, a plurality of aluminum alloy rim categories; dividing the feed of aluminum alloy rims into a plurality of batches of aluminum alloy rims by, for each rim in the feed of aluminum alloy rims, scanning that aluminum alloy rim to determine the serial number of that aluminum alloy rim; based on the serial number, determining, from amongst the plurality of aluminum alloy rim categories, an aluminum alloy rim category for that aluminum alloy rim, wherein each batch of aluminum alloy rims in the plurality of batches of aluminum alloy rims corresponds to a category in the plurality of aluminum alloy rim categories.

Abstract: The present disclosure provides methods and systems for autonomous data collection and system control of a material recovery facility (MRF). A control system receives data from set of sensors that reflect a status of the MRF. The control system determines an operating status of various MRF components (e.g., material handling units (MHUs), sensors, and/or other elements) and/or a composition of a waste stream being processed by the MRF. The control system controls MHU(s) based on the data to optimize the recovery and/or purity of recoverable materials from the waste stream. The control system may rearranging MHUs within the MRF and/or re-tasking individual MHUs to perform different handling functions. Machine learning (ML) and/or artificial intelligence (AI) mechanisms can be used to optimize the operation of the MRF in an autonomous fashion. Other aspects are also disclosed.

Abstract: An example system for measuring emissions from a building includes a housing, a plurality of sensors arranged in the housing to detect concentrations of gas constituents in gas exiting the building, a gas flow sensor to detect a gas flow rate of the gas exiting the building, and a computing device to perform functions of calculating a total emissions of the particular gas constituent being tracked from a concentration of the particular gas constituent detected by the plurality of sensors and the gas flow rate, calculating an emission rate of the particular gas constituent being tracking, determining whether the total emissions and the emission rate of the particular gas constituent are within acceptable ranges, and based on the total emissions and the emission rate of the particular gas constituent being outside the acceptable ranges, outputting a prompt to a building computer system or operator indicating an alert.

Abstract: Included are embodiments for remotely determining a battery characteristic. Some embodiments include searching for a first wireless signal that identifies the energy storage device and, in response to receiving the first wireless signal, determining a current charge level of the energy storage device. Some embodiments include receiving a second wireless signal from the energy storage device, determining from the second wireless signal, whether the current charge level of the energy storage device reaches a predetermined threshold, and in response to determining that the current charge level of the energy storage device reaches the predetermined threshold, facilitating replacement of the battery.

Abstract: A system and method for providing original equipment manufacturer (OEM) control to maximize profits that include determining at least one demand based charging schedule. The system and method also include processing an OEM charging policy option to schedule charging of the at least one electric vehicle at a low carbon footprint timeframe. The system and method additionally include modifying the at least one demand based charging schedule into a policy based charging schedule based on an acceptance of the OEM charging policy option by the at least one third party environmental entity. The system and method further include facilitating payment of a carbon credit payment from the at least one third party environmental entity to the OEM.

Abstract: One example of the present disclosure can include a system configured to provide a graphical user interface that includes a set of graphical input elements for receiving a selected condition and a selected action for a new rule. The system can generate a new rule definition for the new rule based on the selected condition and the selected action. The system can store the new rule definition in a rule database. The system can then select a subset of rule definitions from the rule database. The system can apply the subset of rule definitions to user data to determine whether the user data matches the subset of rule definitions. If the user data matches a rule definition, the system can execute at least one action associated with the rule definition.

Abstract: The present embodiments relate to systems and methods for using a blockchain or shared ledger to handle a total loss of a vehicle associated with a Vehicle Identification Number (VIN). A vehicle lifecycle may be tracked on a blockchain according to VIN. If the vehicle suffers a total loss, a transaction is broadcast to the blockchain to update the shared ledger to record the loss status of the vehicle. The blockchain may also include other information, such as mileage, regarding the vehicle and searchable by VIN. The other information and the loss status may be used to determine whether the vehicle likely represents a total loss.

Abstract: A computer system including sensor and alternative power technologies for enhancing waste disposal and energy efficiency using is provided. The computer system may be configured to receive waste data and recycling data from at least one sensor located proximate to a waste bin, and determine a level of waste in the waste bin based upon the received waste data, and a level of contamination of the waste bin based upon the received recycling data. The computer system may be also configured to determine whether collection of waste in the waste bin or decontamination of the waste bin is required. The computer system may be further configured to generate an alert including information corresponding collection or decontamination of the waste bin, and transmit the alert to one or more client devices associated with at least one user.

Abstract: A carbon credit generation methodology that uses a base map and other spatially explicit data to develop a baseline scenario for a forested property. One or more alternate scenarios are compared against the baseline scenario. The alternate scenario may for example include harvest deferral, alternate forest management, and.or reforestation. The effect of implementing the alternate scenario for a future activity period is modeled to determine potential carbon credit production prior to committing the property to the alternate scenario. The state of the property is confirmed at the end of the activity period before verified carbon credits are issued.

Abstract: A battery charging system includes a battery removably mounted on an electric power device using electric power, a charging device configured to charge the battery using renewable power which is electric power generated from renewable energy, and a server configured to communicate with the charging device. The charging device is configured to control charging of the battery accommodated in an accommodation unit on the basis of reception information received from the server. The server is configured to compare receivable power, which is the renewable power capable of being received by the charging device, with a threshold value and configured to transmit transmission information for causing the charging device to control the charging of the battery to the charging device on the basis of a result of comparing the receivable power with the threshold value.

Abstract: A process for the segregation, sterilization, and purification of recycled plastic medical waste with the subsequent production of plastic products made therefrom is disclosed. Also disclosed is a method for the front-end segregation of recycled plastic medical waste into a polypropylene waste stream and a mixed plastic waste stream. These segregated streams are further purified through a processing method that removes contaminating fibrous, metal and other waste products. Polypropylene and mixed plastic streams isolated using these methods yield a homogenous material that can be blended with other materials for the production of raw plastic or for extrusion to form commercial plastic products. A method for tracking regulated and non-regulated medical waste stream production kinetics and chain of custody from discrete waste disposal sites is also disclosed.

Abstract: Processes and systems determine sustainability of a virtual infrastructure of a distributed computing system. In one aspect, sustainability metrics are determined based on power usage by resources of the virtual infrastructure. Processes and systems also determine metrics that represent power wasted by idle virtual objects of the virtual infrastructure, reclaimable capacities of resources used by the virtual infrastructure, and one or more recommendations for reducing CO2 emissions and power wastage by the virtual infrastructure based on one or more of the sustainability metrics, the power wasted metrics, and the reclaimable capacity. Processes and systems display the sustainability metrics, power wasted metrics, and reclaimable capacity of the objects in a graphical user interface (“GUI”). The GUI displays alerts identifying objects wasting power and at least one recommendation for reducing CO2 emissions and power wastage.

Abstract: Systems and methods are provided for using video/still images captured by continuously recording optical sensors mounted on waste collection vehicles used in in the waste collection, disposal and recycling industry for operational and customer service related purposes. A system is provided for auditing the fill status of a customer waste container by a waste services provider during performance of a waste service activity.

Abstract: A food safety related management method includes: allowing a terminal to access an authenticated account; receiving reported data in relation to a defective food product from the terminal; searching a database for piece(s) of highly related data each related to a defective food product and each with a purchase time within a time interval that is defined based on the reported data; searching the piece(s) of highly related data for one(s) with overlapping issues of concern and identical merchant information with the reported data; creating a communication group for communication among accounts used to upload the reported data and said one(s) of the piece(s) of highly related data; and inserting the reported data into the database.

Abstract: A server and a method for credit management is provided. The server stores registration information for a plurality of electric charging facility devices. The server further receives electric charging information recorded for a period of time, from each of the plurality of electric charging facility devices. The server further transmits the electric charging information received from each of the plurality of electric charging facility devices to an electronic device associated with an energy regulatory authority. The server further receives first credit information associated with each of the plurality of electric charging facility devices from the electronic device. The first credit information is calculated based on the electric charging information. The server further transmits the received first credit information to each of the plurality of electric charging facility devices.

Abstract: Embodiment herein discloses methods and devices for waste management by using an artificial intelligence based waste object categorizing engine. The method includes acquiring at least one image and detecting at least one waste object from the at least one acquired image. Additionally, the method determines that the at least one detected waste object matches with a pre-stored waste object and identifies a type of the detected waste object using the pre-stored waste object. Furthermore, the method includes displaying the type of the detected waste object based on the identification.

Abstract: A system, method and device for waste measurement for garbage truck fleets operated by waste pickup service are provided. The waste measurement device comprises one or more visible light cameras; one or more volume sensors; and a controller. The waste measurement device is deployed in front of a hopper of the garbage truck and the device is configured to measure the waste volume in the hopper using the volume sensors. The method calculates the waste volume emptied from the waste container by at least subtracting the measurement of the volume in the hopper before loading from the measurement of the volume after loading. The system manages the waste pickup services having garbage truck fleet with the waste measurement devices. The system optimizes and monitors the system operation conditioned upon the measurements provided from the waste measuring devices.

Abstract: Object disposal recommendations are generated by classifying an object within an image based on object recognition and metadata of the image and comparing the object and metadata to a corpus of object classification images. A current object state is determined relative to disposal recommendation, based on disposal policies. Responsive to determining disposal of the object in the current state is not recommended, one or more components of the object are identified, and a determination made as to a recommendation for disposal of the one or more object components. If a disposal recommendation is found for the one or more components of the object, the processor generates information to disassemble and prepare the one or more components of the object for disposal and provides disposal recommendation for the one or more components of the object.

Abstract: A waste bin comprises a sorting space for sorting waste paper products from other types of waste, a movable separation element comprising a plurality of openings, a physical property sensing mechanism for detecting a physical property of waste received in the sorting space, a removal element for moving waste from the sorting space to a waste paper product compartment, and a control for controlling the movable separation element and the removal element. The movable separation element is configured to move upon the application of an external force exceeding a threshold value. The control is configured to operate the removal element or the movable separation element, based on a detection result of the physical property sensing mechanism. Further, a method of sorting waste paper products from other types of waste in such a waste bin is provided.

Abstract: One or more devices, systems and/or methods for managing waste are provided. For example, a waste profile may be generated, based upon inputs received from a first device via a profile interface of a waste data aggregation platform. An approval notice may be received, via an approval interface of the waste data aggregation platform, from a second device. Shipping information may be entered into a plurality of digital forms of a shipping documentation interface based upon the waste profile and/or one or more inputs received from the first device and/or the second device. A shipping order for shipment of the waste may be generated. One or more notifications corresponding to the shipment of the waste may be transmitted to one or more devices associated with the shipment. The waste profile may be analyzed to generate a risk report, a sustainability report, a landfill report, a raw material source report, etc.

Abstract: The present invention provides systems and methods for measuring the isotope ratios of one or more trace gases based on optical absorption spectroscopy methods. The system includes an optical cavity containing a gas. The system also includes a laser optically coupled with the optical cavity, and a detector system for measuring absorption of laser light by the gas in the cavity.

Abstract: An example method includes analyzing rock from an image of a sample region of the rock. The example method includes accessing element maps of the sample region in a database, with each element map including an array of pixels, and with each pixel having a value that represents how closely the pixel correlates to a chemical element; accessing a database storing threshold values for multiple chemical elements including the chemical element; determining a presence of a substance in a portion of the sample region corresponding to the pixel by determining whether a value of the pixel in each of the element maps is greater than, or less than, a threshold value for a corresponding chemical element; labeling the pixel based on the presence of the substance in the pixel; and outputting data representing the substance map for rendering on a graphical interface.

Abstract: A life cycle network management system for performing life cycle management of distributed network devices, each network device comprising a communication link to a central network management unit and an attached transponder configured to store life cycle data of the network device updated by said network device, wherein if the communication link between the network device and the central network management unit is at least temporarily unavailable the updated life cycle data of the network device stored in the attached transponder is read by an interrogation unit of the life cycle network management system and processed to provide a life cycle management result.

Abstract: The present invention provides a gas meter energy-saving motivating method and Internet of Things (IoT) system based on a compound IoT, and relates to the field of the IoT. According to the gas meter energy-saving motivating method and IoT system based on the compound IoT, each of management sub-platforms searches for family population information associated with Identification (ID) information, calculates an average monthly gas usage amount according to monthly gas usage amounts and the family population information, sorts monthly per capita gas usage amounts in a preset area according to ID information in an ascending order, and sends a sorting result to a service platform; and then, the service platform sends reward information to user sub-platforms corresponding to top-ranked N monthly per capita gas usage amounts according to the sorting result.

Abstract: A computer program product for providing data to a distributed blockchain database includes a computer readable storage medium having program instructions embodied therewith. The program instructions are executable by a computer to cause the computer to receive sensor data from a first sensor unit at a first location, receive additional data corresponding to a first parameter at the first location and forecast data corresponding to the first parameter at the first location, convert the sensor data into a standardized format, generate predicted future sensor data based on a comparison between the additional data, the sensor data, and the forecast data, write the sensor data, the additional data, and predicted future sensor data into a ledger. and submit the ledger to a distributed blockchain database.

Abstract: The application provides a non-invasive measurement device (30) and method for the measurement of skin properties using laser light, the device comprising a probe module (70) and an imaging module (50). The application also provides a non-invasive treatment device (130, 230, 330, 430) and method comprising the measurement device/method. The probe module (70) provides a probe light beam (82) that enters the skin along the probe axis (71). The probe light beam (82) is separate from any treatment radiation beam (22), so that the probe light beam (82) can be optimized for the measurement. A more reliable skin measurement system is provided because it measures a plurality of positions along the probe axis (71), within a probe region (95). The measurement device and method may also comprise a treatment module (110) or treatment step. The skin parameters measured may then be directly used to control the treatment parameters.