SHEMS
Smart Home Energy Management System (SHEMS) is a Platform that consists of devices and services aimed at achieving energy savings while ensuring user comfort. The devices of this platform are connected to either a central service located in the cloud or on the edge. It enables energy and cost savings through various methods like remote controlling, load scheduling, demand response actions and occupancy based optimization.
This platform is designed to facilitate Utilities and VPP operators gain access to real-time information about consumption and generation from individual households and commercial establishments. This information can help take necessary actions to optimize energy consumption to the end users and save operating costs to the Utilities during peak demand. This platform is based on the “Energy Star SHEMS version 1.0” specification released by EPA and supports VPP operators and Utilities in their demand management programs.
SHEMS Architecture
Key Features of SHEMS
Components of SHEMS
The SHEMS components are divided into devices, services and platforms.
Devices
Devices are physical components that are used by SHEMS to achieve energy savings. This include
Gateways/Hubs
Hubs are dedicated devices which provide network connectivity, protocol translation and in some cases as edge computing infrastructure additional instruction between products included in the SHEMS package.
Smart Socket or Plug
A device that is connected to a plug point or connected behind switchboards which can be used to monitor as well as control devices remotely.
Smart Energy Meter
A device that is installed at the main circuit breaker panel and is used to monitor energy consumption of the home. Smart energy meters can also be used to monitor energy flow from other sources such as solar, battery and electric vehicles.
Connected Thermostat
A device that controls heating, ventilation, and air-conditioning (HVAC) equipment to regulate the temperature of the room or the house as a whole. The thermostat will be able to communicate/be controlled by the SHEMS system.
Transient Occupancy Detection Devices
A device that detects room, space or dwelling level occupancy that is not always present in home. This could be a sensor integrated into a portable product (such as a smart phone using geo fencing) or a standalone device like a garage door remote.
Persistent Occupancy Detection Devices
These devices are present in the home and collect occupancy data. Wired and wireless motion sensors and door sensors fall into this category of sensors.
Services
Service is a combination of software, algorithms (AI/ML), and user interfaces that is useful to the users and any other parties involved. This could include actions, tips or suggestions to the users about the impact of various actions on energy savings.
Occupancy based actions
The SHEMS platform includes at least one persistent occupancy device with constant wired power or at least two battery powered persistent occupancy devices. SHEMS uses the data from these devices to reduce energy usage in unoccupied areas of the house.
Weather based Tips and Actions
This platform helps users make smart decisions based on external weather conditions. It also takes into account user preferences and patterns while suggesting tips. Examples include turning off HVAC systems when external temperature is close to internal temperature. Tips to turn off light in the house and open curtains during hours when daylight is available.
Demand Response Actions
In countries with variable energy cost systems like Spot pricing or Time of Use, our platform helps users take advantage of low costs during off-peak periods. Users can either automate actions that can be performed during periods with low cost or can also receive notifications in case they want to manually take the required actions. Users can also set the actions to be performed when the demand response signal is sent.
Integrations with third party devices
Our platform is equipped with integrations to smart third party devices like inverters, battery banks and electric vehicles.
Security Alerts
Devices like door locks, smoke detectors, gas leak sensors, motion detectors etc are all part of the SHEMS package. Using these devices users can always be notified regarding any issues related to security.
Platform
Mobile Apps
Our SHEMS platform is available on both Android and iOS mobile applications. Using these apps, the users can install, monitor and control a wide range of devices included in theplatform. The user can also configure rules (also known as Actions) and receive alert notifications, tips on energy saving on their mobile applications.
Web dashboard
The user can also use the web dashboard to monitor and control devices. They can further get the insights into data from the devices and also compare performance between various locations.
Savings using SHEMS
SHEMS uses device control actions through hard, soft, and suggested triggers to save energy, specifically by (at least one action in each type).
Hard trigger
Actions based on a set of established rules set by the user such as a schedule.
Soft Trigger
Control Actions that automatically modify the operation of the devices in the platform to save energy while maintaining positive user experience based on occupancy information and possibly machine learning of user behavior(patterns, preferences and user input). The soft triggers have an override option, a notification is sent to the user when the action takes place and the user has an option to override it.
Suggested Triggers
Identifying and suggesting energy savings events or actions to promote energy savings while maintaining positive user experience based on occupancy information and possibly machine learning of user behavior(patterns, preferences and user input). Unlike soft triggers the actions are not automated, the user has to approve the action for it to proceed.
Tips
Our platform users receive real-time tips and impact of various actions on their energy savings. These tips are generated via machine learning models that consider user preferences, occupancy information and ambient weather conditions.
SHEMS Stakeholders
Platform Owners
Platform owners can get access to various data collected in the field. The can be used to help identify any issues in the system.
VPP Operators
SHEMS can provide details related to the amount of power being generated by a home, amount of charge left in the battery,etc. This data is otherwise not available to VPP operators.
Platform End Users
This platform helps users save energy and cut costs through various actions and suggestions. Users can also gain remote access to various devices present in a home.
Utilities
The demand response actions in the platform helps reduce burden on the grid during peak hours, this helps keep the grid running smoothly.