The present invention relates generally to systems and methods for water conservation, and particularly to systems and methods for valve assemblies adapted to conserve water.
It is known to use systems and methods to conserve water. Conventional systems and methods, however, suffer from one or more disadvantages. For example, conventional water conservation systems and methods are adapted to detect only major failures such as a broken pipe or a significant leak. Conventional water conservation systems and methods are adapted to monitor residential homes or commercial buildings as a whole and not on a fixture-by-fixture basis. Conventional water conservation systems and methods do not learn the water usage and habits of home or building. In addition, conventional water conservation systems and methods do not notify a residential homeowner or commercial building owner in the event an abnormality is detected at a home or building. Conventional water conservation systems and methods also do not automatically shut off the water flow to a home or building in the event an abnormality is detected. Conventional water conservation systems and methods are also undesirably inefficient.
It would be desirable, therefore, if an apparatus and method for a water conservation system could be provided that would detect relatively minor leaks. It would also be desirable if such an apparatus and method for a water conservation system could be provided that would monitor residential homes and commercial buildings on a fixture-by-fixture basis. It would be further desirable if such an apparatus and method for a water conservation system could be provided that would learn the water usage and habits of a home or building. It would be still further desirable if such an apparatus and method for a water conservation system could be provided that would automatically notify a homeowner or commercial building owner in the event an abnormality is detected at a home or building. It would also be desirable if such an apparatus and method for a water conservation system could be provided that would automatically shut off the water flow to a home or building in the event an abnormality is detected. In addition, it would also be desirable if such an apparatus and method for a water conservation system could be provided that would efficiently conserve water.
Accordingly, it is an advantage of the preferred embodiments of the invention claimed herein to provide an apparatus and method for a water conservation system that detects relatively minor leaks. It is also an advantage of the preferred embodiments of the invention claimed herein to provide an apparatus and method for a water conservation system that monitors residential homes and commercial buildings on a fixture-by-fixture basis. It is a further advantage of the preferred embodiments of the invention claimed herein to provide an apparatus and method for a water conservation system that learns the water usage and habits of a home or a building. It is a still further advantage of the preferred embodiments of the invention claimed herein to provide an apparatus and method for a water conservation system that automatically notifies a homeowner or commercial building owner in the event an abnormality is detected at a home or a building. It is also an advantage of the preferred embodiments of the invention claimed herein to provide an apparatus and method for a water conservation system that automatically shuts off the water flow to a home or building in the event an abnormality is detected. In addition, it is an advantage of the preferred embodiments of the invention claimed herein to provide an apparatus and method for a water conservation system that efficiently conserves water.
The apparatus of the invention comprises a water conservation system adapted to control the flow of water to a structure. The preferred water conservation system comprises a valve assembly having an inlet that adapted to receive a water flow, an outlet that is adapted to allow the water flow to exit the valve assembly, a flow detector that is adapted to measure the water flow through the valve assembly, a shutoff valve that is adapted to stop the water flow through the valve assembly, a power source that is adapted to provide power to the valve assembly, a circuit board that includes at least one microchip, and a microprocessor that is adapted to operatively communicate with the valve assembly.
The method of the invention comprises a method for conserving water. The preferred method comprises providing a water conservation system. The preferred water conservation system comprises a valve assembly having an inlet that is adapted to receive a water flow, an outlet that is adapted to allow the water flow to exit the valve assembly, a flow detector that is adapted to measure the water flow through the valve assembly, a shutoff valve that is adapted to stop the water flow through the valve assembly, a power source that is adapted to provide power to the valve assembly, a circuit board that includes at least one microchip, and a microprocessor that is adapted to operatively communicate with the valve assembly. The preferred method for conserving water also comprises controlling the flow of water to the structure.
The presently preferred embodiments of the invention are illustrated in the accompanying drawings, in which like reference numerals represent like parts throughout, and in which:
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The invention also comprises a method for conserving water. The preferred method comprises providing a water conservation system adapted to control the flow of water to a structure such as a residential home or a commercial building. The preferred water conservation system comprises a valve assembly having an inlet that is adapted to receive a water flow, an outlet that is adapted to allow the water flow to exit the valve assembly, a flow detector that is adapted to measure the water flow through the valve assembly, a shutoff valve that is adapted to stop the water flow through the valve assembly, a power source that is adapted to provide power to the valve assembly, a circuit board that includes at least one microchip, and a microprocessor that is adapted to operatively communicate with the valve assembly. The preferred method for conserving water also comprises controlling the flow of water to the structure.
In other preferred embodiments of the method for conserving water, the microprocessor comprises software adapted to learn a normal water usage of the structure using probabilistic logic. Also in other preferred embodiments of the method, the microprocessor is adapted to convey a message to a user in the event an abnormal water usage is detected and the valve assembly automatically shuts off the water flow to the structure in the event an abnormal usage is detected. The preferred water conservation system is adapted to detect water leaks in the range of approximately one-eighth (⅛) of a gallon per minute to approximately one-thirty-second ( 1/32) of a gallon per minute.
In operation, several advantages of the preferred embodiments of the apparatus and method for a water conservation system are achieved. For example, the preferred embodiments of the water conservation system use machine learning to determine if the water flow in a house or a building at a given moment is anomalous or abnormal. The machine learning system leverages analytical models such as cluster and time series analysis to support real time pattern recognition. This probabilistic approach is superior to detection models which rely on pre-defined rules. More particularly, deterministic models compare current behavior with a set of pre-defined rules. The rule set, no matter how large, is limited to conditions generated at the time of construction, or as of the latest update, of the system. By contrast, the probabilistic approach compares current behavior with patterns observed and recorded over time. This allows the system to learn what is ‘normal’ for the environment, e.g. the house or the building, in which the system is used, and, over time, to continuously improve that definition based on real world data collected by the system. This leads to superior results, e.g. more accurate detections and fewer false alarms, over time. In addition, the preferred system is also adapted perform predictions.
In addition, the preferred printed circuit board (PCB) uses an integrated circuit (IC) chip from that translates the data from the flow tube sensor, then it relays to another IC chip which communicates the data to the cloud. The valve assembly is powered by a 9V battery so the power must be stepped down to 5V in order to operate with the preferred IC chip. Then the power is stepped back up through a DC converter to power the valve assembly if the second IC chip sends it a signal to turn off the valve or to open it up. The second IC chip is adapted to send a positive signal to one pole on the shutoff valve to close it and send a positive signal to the opposite pole on the shutoff valve to open it. The preferred shutoff valve is a latching mechanism valve that requires only a brief burst of power to operate and then a brief burst of power to reverse it. The preferred shutoff valve does not require continuous power to cause it to remain in either the open or closed position.
Still further, the preferred embodiments of the water conservation system are adapted to send a message to a user in the event of an anomalous or abnormal water flow event. The preferred system uses a light-weight messaging protocol, such as MQTT, which is specifically designed for machine-to-machine communication using a publish-subscribe messaging pattern or mechanism. The preferred system also uses an open-source message broker which is specifically designed for server-to-server communications. More particularly, the message broker provides a unified, high-throughput, low-latency platform for handling real-time data feeds that is a massively scalable publish-subscribe message queue that is designed as a distributed transaction log. By using a dedicated messaging broker, the system is capable of decoupling, scheduling, and delivering messages without any risk of error.
The preferred embodiments of the water conservation system also processes data using an open-source cluster computing framework that provides an interface for programming entire clusters with implicit data parallelism and fault-tolerance. The preferred application programming interface is centered on a resilient distributed dataset (RDD) which is a read-only multi-set of data items over a cluster of machines that is maintained in a fault-tolerant way. The RDD facilitates the implementation of both iterative algorithms that visit their dataset multiple times in a loop and interactive or exploratory data analysis which involves the repeated database-style querying of data. The system's preferred machine learning system is an iterative algorithm. The preferred data processor also uses a cluster manager and a distributed storage system. Preferably, the data processor is capable of performing scalable, fault-tolerant streaming analytics in which it ingests mini-batches of data and performs RDD transformations of the mini-batches of data. In addition, the preferred data processor is adapted to use the same application code written for batch analytics and for streaming analytics on a single engine. The preferred data processor is also adapted to perform distributed storage and distributed processing of very large data sets. In addition, the preferred system comprises an events and notification module that monitors the data processor for anomalies or abnormalities and is adapted to trigger notifications such as emails, push notifications, and SMSs. The preferred system also comprises a search server that provides a high indexing, distributed, scalable, multitenant capable full-text search engine with an HTTP interface. Preferably, the search server is capable of near real-time searching, and rebalancing and routing are performed automatically. The preferred search server also has a powerful aggregation framework for facilitating reporting.
The preferred water conservation system also exposes the data it collects and processes as secure representational state transfer (REST) application programming interface (API) which allows a plurality of users to access the data via a plurality of different means such of mobile devices or the Internet. More particularly, mobile applications such as iOS and Android may be used to register and connect the user's mobile device to a Wi-Fi network so that the user can access real-time data collected by the system or receive notifications from the system. Alternatively, a web-based application can be accessed by users to access real-time data collected by the system or receive notifications from the system. In addition, the web-based application includes an administration module which allows an administrator to access reports, update fill aware, and the like.
Although this description contains many specifics, these should not be construed as limiting the scope of the invention but as merely providing illustrations of some of the presently preferred embodiments thereof, as well as the best mode contemplated by the inventors of carrying out the invention. The invention, as described herein, is susceptible to various modifications and adaptations, and the same are intended to be comprehended within the meaning and range of equivalents of the appended claims.
This application relates back to and claims the benefit of priority from U.S. Provisional Application for Patent Ser. No. 62/180,439 titled “Smart Valve” and filed on Jun. 16, 2015.
Filing Document | Filing Date | Country | Kind |
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PCT/US2016/037828 | 6/16/2016 | WO | 00 |
Number | Date | Country | |
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62180439 | Jun 2015 | US |