Business Analytics (BA) is probably the most common terminology used in business today. It generally refers to collecting data within the business to help visualize their performance and make data driven decisions on improvements. It is a cyclic process of continuous improvement.
Mesh-Net have been involved with a number of clients in developing Renewable Business Analytic (RBA) applications for their renewable business. The following key improvements were realised:
Improvement in reporting efficiency within the business. Reports, such as Performance Ratio (PR) and PV inverter availability, were automatically generated within a few minutes instead of days it took personnel to manually generate them.
24/7 Performance monitoring of the Assets
Power Purchase Agreement (PPA) and Feed in Tariff (FIT) billing management.
Improve the accuracy of the data being reported. Automatic data collection minimised errors in manual reading and reporting.
Reporting problem sites almost immediately and protecting clients return on investment (ROI)
Managing Service Level Agreements with different performance guarantees and fault resolution times.
Engineers deployed to problem sites efficiently. This helps manage travel times as well as improve reporting information from site.
Why do you need it ?
The development of a custom RBA not only adds value to the Business Intellectual Property (IP) but also has the following benefits:
Total ownership of the platform and data collected
No risk of third party failure affecting the data or performance of the assets
Consolidate all data collected onto a common platform
Manage all variances automatically
Run custom algorithms on the data to suit contractual obligations
Provide concise and custom feedback to the business
Our experience in development of RBA applications for our clients included:
This defines how data is to be reported and how the reports need to be presented. Multi format (PDF, Excel), automatic email, manual generation options.
Some businesses require dynamic large screen displays to showcase asset performance.
Used to present site performance on a mobile app (iOS & Android) and allow engineers to report back into the system.
Some of the tasks managed in this module included:
- Fault Listing and Generation of Tasks and Work Orders
- Allocation of Engineers to Work Orders
- Feedback from Sites
- Updating Work Orders
- Closing Work Orders and Tasks
If third party tools are required to manage the engineers, integration into the RBA platform can be developed to suit your requirements.
Third Party Data
Some of the larger installations have local superivsory control and data acquisition software (SCADA). This software can be sending data to the RBA platform and is managed in a different way to other hardware data sources.
This includes all hardware that can be sending data back from the sites, such as, Inverters, Pyranometers, Meters, Weather Stations, Solar PV Panel data.
Some clients wish to have their RBA application and data on their local server whilst others prefer to run the entire infrastructure in the cloud.
Database / AE Selection
A critical requirement is to agree on database / Analytical Engine (AE) technology to be used. Many analytical engines are available offering different features such as Machine Learning (ML) and Artificial Intelligence (AI).
How do you do it ?
Development of the RBA platform needs to be managed just like any other software project. As a minimum, the following steps are followed:
Build a detailed Requirement Specification
Agreement of technology and platform for data management
Build a detailed Functional Specification showing all parts of the system and algorithms required
System Testing and Approvals
Penetration and Security Testing
Go-Live and handover
On-going maintenance and further development process
Mesh-Net have developed RBA solutions for our clients. Our communications, software and hardware design experience allows us to understand and advise clients on the system design, selection process and complete design from conception to Go-Live.
Please chat with us or contact us at firstname.lastname@example.org to experience the development expertise we have to offer your business.
At this present unprecedented time, the main topic for many discussions is COVID-19 and how it has affected your business and working methods. Data sources have shown concentrations of Nitrogen Dioxide (NO2), a pollutant mainly emitted by road transport have...
What is BluMesh?BluMesh® is Mesh-Net’s new proprietary Bluetooth 5 mesh networking protocol developed for Industrial IoT (IIoT) applications including Smart Buildings, Lighting, Metering, Wireless sensor networks, Renewable Energy, Data Centers, Remote Monitoring,...
A few weeks ago we attempted a Line of Sight (LoS) range test for our LoRa transmitters and receivers but we soon ran out of LoS range (see https://www.mesh-net.co.uk/lora-range-tests/). As it is difficult to find several kilometers of LoS in London, we headed to the...
Not quite Line of Sight Test (869 Mhz LoRa) What started off as a Line of Sight (LoS) range test for our LoRa transmitters, soon became not quite LoS as we ran out of room. So we decided to keep on going... Through bushes - LoRa signal getting through without a...
Bluetooth technology now supports mesh networking, unleashing the incredible potential of many-to-many communications. With Bluetooth mesh, tens, hundreds, or even thousands of devices can now connect to automate homes and businesses, create wireless sensor networks...
The Internet of Things (IoT) provides devices with the ability to transfer sensor data on the Internet without requiring intervention. The name has evolved from the convergence of wireless technologies and the Internet. Many M2M companies have been providing sensors...