Load Management System Using Intelligent Monitoring and Control System for Commercial and Industrial Sectors

Thanks to this architecture, there is no central server that controls and coordinates the actions of other nodes, and, accordingly, each node of the system can operate independently of each other. These systems do not have a single point of failure, so they are much more resilient to failure. Another method to prevent failures is to increase the redundancy of individual system components to reduce failure rates (redundant power supply, RAID — redundant array of disks, etc.). When one of the components fails, the spare component takes over its functionality.

Therefore, using the example of one of our projects, we will show our approach to the development. Observing these five principles in designing a high-load application will help your system stand on a solid foundation. You’ll need to establish clear objectives for performance and scalability indicators for your project under high-load conditions.

Unraveling the Difference between Middle and Senior Software Developers

Objective function and constraints of microgrid (MG) energy management. During the full-scale russian invasion, we continue developing high-quality innovative technological products while volunteering and donating funds. We work for Ukraine’s economy as our army resists the unprovoked Russian war against Ukraine.

That’s why we use a comprehensive approach that involves analyzing the requirements, designing a scalable architecture, developing and testing the software, and providing ongoing maintenance and support. Our goal is to deliver systems that can handle high volumes of traffic and data processing, while ensuring high performance, security, and reliability. PNN Soft specialists not only develop information solutions for enterprises but also offer support and maintenance of software products. The company specializes in the maintenance and maintenance of corporate and software solutions, desktop, web, and mobile applications for Android and IOS. Also, the customer is allowed to order a cycle of services for the development of High-load systems for various fields. PNN Soft’s leading specialists have extensive experience working with high-load solutions.

The prototype in developing high-load applications saves the project budget

High-load applications and systems are essential in today’s digital economy, where scalability and reliability are vital. In fact, they’re even more important now, with whole business domains moving online because of the pandemic. The rise of user activity and data volumes puts exacting demands on software development processes, and businesses find their high-load applications put to the test. Also, power quality is of major concern to all types of industries, especially those operating with critical machinery and equipments. Poor quality of power leads to major problems like break-downs, production interruptions, excess energy consumption etc.

In this way, we are constantly improving the performance of the client’s IT department by promptly identifying and addressing operational deficiencies. Intellias’ well-designed managed services delivery model and experience with high-load systems played a key role in our client’s choice of technology partner. During the tender, we proved our professional reputation and signed a five-year contract with the telecommunications provider.

Current sensorless state of charge estimation approach for onboard battery systems with an unknown current estimator

At Alfee, we have a track record of successfully elaborating and deploying high-load systems for a difference of clients across various industries. Our team of experienced creators has the skills and expertise needed to create robust, scalable, and reliable systems that can handle high volumes of traffic and data processing. At BilSoft, we build highload enterprise systems and applications.

It is considerably varied with the types of DR programs and the usage of technologies [579]. The programs for DR and energy efficiency have to be coordinated to achieve multiple standards of smart grids [581,582]. The deployment of DR programs may bring a profitable business model for energy storage industry in future. An energy storage facility (e.g., EVs, reversible fuel cells) can take in the energy from the grids at low cost during off-peak and release the energy to the grids at high cost during the peak. The technical infrastructure and architecture used for high-load systems must be designed for operability, scalability, and stability. A suitable measure for these requirements would be using frameworks such as server cluster architectures supported by cloud platforms, allowing for connection to and from various systems and applications.

The Rise of Cloud Computing: Benefits and Considerations

Implementing best engineering practices, including the introduction of clear guidelines and established workflows for all development processes, is essential. It allows you to write clean code, set standards to ease communication across the team and create a transparent working environment in which everyone is on the same page. It also makes for a supportive space where people are willing to share knowledge. High-load apps cater to rapidly changing markets, so unsurprisingly, the approach to their development is disparate from the general one. Agile and CI/CD development cycles are best suited to accommodate the quick incorporation of user and stakeholder feedback and timely responses to requirement changes. Most experts agree that when designing a high-load app, non-functional requirements take priority over functional ones.

Our experts use load balancing and cloud computing capacities for critical user operations and real-time data processing. Taking into account future load and potential performance issues is an essential load systems step in API development and the design of high-load cloud infrastructure. That’s why at Apriorit, we build a prototype of a client’s system and conduct load testing before we start development.

1. New generation of power quality meter

In the third section, the results obtained at different operating conditions are analyzed. Methods of engaging customers in demand response efforts include price-based programs such as real-time pricing (RTP), time-of-use (TOU) pricing and critical-peak pricing (CPP) [573]. The price-based DR programs give customers time-varying rates that reflect the value and cost of energy in different time periods. It also includes incentive-based programs that give incentive payments to customers in exchange for reducing their energy use at time of peak demand. Table 14 shows the categorization of DR programs according to reference [574].

• N-iX software architects use the latest technologies and the best practices to make sure each platform’s core functionality is available without interruptions.
• A flexible architecture makes it as easy and fast as possible to make changes to the project and, in the future, facilitates product support.
• This study took into account the uncertainty in energy production and consumption.
• Once the testing plan is established, we use a range of automated testing tools to execute and monitor our tests.

Using an example from our development team, we’ll tell you how we design such solutions. In April, our system processed 2.4 billion impressions and 408 million clicks with no failures. When designing such projects, you need to understand that there are no standard solutions that would be suitable for any high-load system.

Why are High-Load Management Systems Essential?

Different ML models such as SVM, MLP, and LSTM are investigated in Ref. 74 to predict the PV generation and load demand using real-world data sets. Authors conclude that the MLP model produced the best results followed by the LSTM for load prediction, and for the prediction of PV power, the LSTM model produced the best results. Users expect not only high speed but also the safety of personal data from the application.