In addition to energy-saving functions, our products provide the ability to carry out technological processes at specified parameters, allows you to create safe working conditions in production, reduces the loss of easily evaporating petroleum products in tanks, allows you to store liquefied gases in isothermal storages. All products of the Bronya line make it possible to heat insulate the following objects: Heat exchangers. These are devices that create heat exchange between two media in which different temperatures are present. Such devices are divided into recuperators and regenerators. Furnaces (reforming, firing, etc.). such furnaces consist of five radiant chambers, a collecting channel and a convection chamber. The coil in each radiant chamber is made of pipes connected in parallel to the inlet and outlet manifolds. Cold storage rooms. They come in different volumes and consist of the following parts: a compressor that increases the pressure of the refrigerant, which enters the device for further cooling; a condenser; a thermal fan; an evaporator. Ventilation systems. The device through which the exhaust air is removed. Boilers. Devices for heating and cooling water. Boilers. Powerful heating systems. Other equipment. These can be various industrial containers. All products of the "Armor" line can reduce heat loss by 6-8 times, confirm all the characteristics stated in the documents, carry out thermal insulation of objects of complex geometric shape, eliminate the appearance of condensate

Global trends in sustainable development and society's desire to reduce carbon dioxide emissions and switch to alternative energy sources have led to a sharp increase in the electric transport market, which in turn creates the need for the formation of an appropriate infrastructure. Our company ENERGOINNOVATIONS LLC has developed and organized the industrial production of E-PROM charging stations for electric vehicles, which contributed to the expansion of the network of charging stations, providing owners with confidence in the convenience of using electric vehicles. The opening of production demonstrates a commitment to environmental responsibility and participation in creating a sustainable future for future generations.

Thermal insulation materials are building materials that are used for thermal insulation of building structures of industrial, residential buildings, surfaces of equipment and industrial units, and means of transport. The most common thermal insulation materials at the moment are mineral wool, gas and foam concrete, foam, etc. Progress does not stand still, and these thermal insulation materials have been used for a long time. Ultrathin liquid ceramic thermal insulation "Armor" is a new generation material that has replaced the current construction thermal insulators produced using outdated technologies and not meeting modern requirements. Liquid thermal insulation "Armor" has a large number of advantages such as small dimensions, ease of installation, very low thermal conductivity – only 0.001 W / m* K, surpasses all known analogues in its thermophysical characteristics, etc. The material has excellent adhesion to the surfaces to be coated and is operated in conditions from -60 ° C to +250 ° C, which is confirmed by certificates and conclusions on tests conducted in various accredited laboratories. You can view all certificates, certificates and permits in the relevant section of our website: https://nano34.ru/en/documents / 1 mm of the thermal insulation coating of the "Armor" series replaces 50 mm of non-flammable mineral wool.

The advancements in the field of machine learning can be used to create sustainable and efficient ways to diagnose and predict the diease using biomarkers. The identification of biomarkers can be fasten using varioud machine learning algorithms like random forest, naive bayes. the use of these algorithms on available microarray datasets of various patients can be used to identify biomarkers for various diseases, which is a step in the field of diagnosis of any diseases.

Problem: Long processing times for requests: each message must undergo manual moderation to determine the subject and performer; Inefficient use of resources: labor-intensive and manual reconciliation of reports with photo verification for violations; Lack of proactive control: if there are information systems, monitoring is carried out manually. Solution: The project is a comprehensive solution based on artificial intelligence (AI) using various AI methods (computer vision (CV), natural language processing (NLP), machine learning (base ML), intelligent decision support) aimed at improving the efficiency of information systems and automating the processing of citizens' requests. Solution architecture: a self-written neural network based on the Python programming language using the PyTorch library is built on the basis of an ensemble of multiclass models for detecting objects in images with high accuracy using tracking logic, text message classification models, a combination of various neural network architectures using an instance segmentation model. Automation of detection and control of violations: AI models analyze images, text and video, allowing you to automatically identify violations and monitor their elimination: analysis of photos of performers in reports on violations: checking the uniqueness and quality of photos, searching for the necessary classes of violations in the photo, marking violations; monitoring of video surveillance cameras: analysis by the AI model of the cropped video stream, finding and marking patterns of violations; classification of the subject of messages from citizens: determining the category of the problem and the specific performer based on the approved classifier. Integration with existing systems: for seamless operation and access to the necessary data, the solution is integrated with eight regional state information systems of the Moscow region - the portals "Dobrodel" and "Incident Management", the video surveillance system "Safe Region", the systems "Control and planning system in the field of road infrastructure", "Mobile dispatch platform", "Management of urban planning activities", "Unified platform for registration in club formations of cultural centers" and the information and analytical system "Unified Regional Management Center". Monitoring and validation: monthly monitoring and validation of the solution according to functional and statistical metrics allows you to guarantee its accuracy, reliability and compliance with the tasks set.

The Taobao Virtual Try-On service is designed to address the uncertainty of how clothes will look when purchased online. Utilizing a Stable Diffusion model-based image generation algorithm, it allows users to virtually try on clothing by setting up AI models or uploading their own photos. In addition to the main functionality of virtual try-ons through images, the project also supports: Managing an Online Closet: Users can automatically import products from within the platform and take photos to add items not available on Taobao, creating a personalized online wardrobe. Sustainability and Efficiency: Social Benefits: It aims to reduce return rates and minimize waste, enhancing the shopping experience while promoting environmental protection and sustainable development. Economic Benefits: The service expands the range of intelligent services offered by Taobao, improving both the accuracy of virtual try-ons and recommendation efficiency, which in turn increases sales conversion rates. Application Effectiveness: By optimizing the clothing purchase experience on the platform, it is expected to increase user engagement and satisfaction. This innovative feature not only enhances the user experience but also contributes positively to the environment and drives economic growth for both the platform and its merchants.

help merchants with one-stop solutions Product selection-design-marketing issues.

1. Challenge: During a brand's product launch, a large volume of creative materials needs to be produced, incurring substantial human and resource costs and involving a cumbersome process. The Wanxiang AI Lab aims to address the "impossible triangle" in e-commerce brand visual creativity production, tackling "background richness," "detail fidelity," and "product integration." By leveraging AI algorithms, the lab facilitates brands in swiftly creating visual marketing content, resolving the challenges of time-consuming, complex traditional commercial photography and high costs, thereby enhancing efficiency and reducing expenses. 2. Insight: Market research indicates that the cost of creative e-commerce product photography generally falls between 200 and 2000 yuan per set. Brands require diverse and tailored creative content for different users, product features, and marketing contexts. For resource-constrained emerging brands and SMEs, Alimama's Wanxiang AI Lab offers transformative technology that is vital in streamlining the product launch pipeline. The lab harnesses AI's efficient and stable production capacity to address the tension between creativity and cost control for merchants in their e-commerce endeavors. Strategic Creativity/Strategy Building: By leveraging AI functionalities provided by Alimama's Wanxiang AI Lab, businesses can adapt models at zero cost, create scenes at no cost, and mass-produce high-quality product images within 30 seconds, thereby expediting the product launch process and lowering expenses. Alimama's Wanxiang AI Lab, with AI's scalability in production, combined with optimized creative generation models, brand/product attributes, and target user characteristics, generates creative images in real-time or pre-production on a large scale, covering the personalized and differentiated rich creative demands across various marketing aspects of brand products. 3. Strategy and Creative Implementation: Implementation Direction 1: Optimize the creative generation model's semantic understanding, drawing accuracy, and aesthetics through algorithmic enhancements, assuring controllable creative quality. Implementation Direction 2: Gain insights into creative factors, integrating brand characteristics, product attributes, high-conversion creative traits by category, and campaign attributes. By incorporating AI-driven reasoning pathways, more contextually suitable creative visuals can be produced, focusing on scalable production and variability in creativity.

The goal of the project was to provide CMS RRI with an enhanced tool (ML) to increase the productivity of CC RRI experts by reducing manual operations in parsing and entering data into the corporate regulatory and reference information system

Late detection of equipment malfunctions and pre-failure conditions of passenger coach equipment can lead to failures en route, schedule delays, increased repair time and cost. It also potentially reduces passenger safety and comfort. Meanwhile, standard equipment of modern passenger coaches collects and transmits to the control system a significant number of telemetry parameters and self-diagnosis results, which are used in control algorithms but usually are not analyzed by the train personnel or maintenance personnel. The proposed solution allows: 1. To collect and store all important telemetry parameters, self-diagnostic results, and a list of installed coach equipment on the standard coach equipment. Data of each coach is stored from the moment of its connection to the system throughout its entire lifecycle (up to 28 years). Data is stored and processed in in-house data center. A server can be deployed in the customer’s corporate network, if required. 2. To transmit telemetry data to a remote server using GSM in real-time (data is transmitted minutely, and if there is no network coverage, it is accumulated and transmitted later) or via flash drive retrospectively. 3. To analyze automatically incoming data in real-time to detect equipment malfunctions, pre-failure conditions, and incidents that can threaten passenger safety and comfort. Both data processing algorithms and self-learning mathematical models are used. 4. To monitor automatically the condition of thousands of rolling stock units at once by means of detailed information and visualized telemetry diagrams of each particular coach. 5. To inform users about detected malfunctions and recommended actions anywhere in the world via a web interface without installing specialized software. 6. To create tools for manual telemetry analysis to identify the root causes of detected malfunctions, determine necessary corrective actions, and to improve the design of coach equipment (also in the web interface). 7. To generate, route, and control the execution of requests for troubleshooting. 8. To generate reports and diagrams using the entire volume of collected big data.

The modern world cannot function without websites for government bodies, medical and educational institutions, and executive agencies. These sites are crucial for citizens to complete tasks such as document processing, obtaining important information, scheduling medical appointments, and addressing family matters—there are hundreds of thousands of scenarios. Requirements for such websites vary by country. For example, in Russia alone, there are more than 50 mandatory and recommended parameters based on the type of institution. Nonetheless, there are universal principles that enhance user experience: a clear interface, robust personal data protection, a comprehensive list of required documents for oversight bodies, inclusivity, and a consistent format for information that is easy to understand and navigate. We developed the versatile platform "Your Region" – a site builder for government institutions of any level. It has been utilized for over 6 years in a region with a population exceeding 9 million, hosting about 150 websites. The "Your Region" builder is now being trialed in 3 additional regions with a total population of 12 million. The "Your Region" platform provides: The ability to create a versatile, secure website ecosystem using one platform Cost savings in development and technical support A standardized design and functionality that is clear and convenient for users, regardless of their location A user-friendly resource for content creation and administration with regular update capabilities Effective management of citizen communications With the 7 templates provided by the platform, it's possible to deploy an unlimited number of websites that comply with all required inclusivity, accessibility, and cybersecurity standards.

Problem: The need to submit applications in person for the provision of services Solution: Obtaining services in electronic form using the portal