Manufacturing Excellence
Manufacturing as a sector accounts for around 16% of the world GDP and is an extremely important sector for the growth and development of human societies. It includes everything from the manufacturing of rubber, chemicals, motor vehicles, automotive parts, paper and pulp, wood, computer products, textiles, toys, aircraft, etc, and is a very diverse industry.
Overall Equipment Efficiency & Downtime monitoring
Vibration analysis, automated anomaly detection, trend analysis, and Predictive Maintenance
Energy consumption monitoring and optimizations
surface quality inspection & AI supervision systems for manual assembly tasks
Warehouse & Intralogistics Systems: AMR Orchestration
AGV and AMR Market is expected to reach $13.2 Billion by 2026 with a growth rate of around ~35%. This is driven by multiple factors such as – shortage in labor, demand for quick deliveries and an e-commerce boom. Multiple warehouses and Factory floors are employing AMRs to improve their efficiency and be able to scale their operations.
While the sensor technologies and processing capabilities of AMRs and AGVs have significantly improved, deploying these in warehouses is still a challenge resulting from partially automated processes. i.e AMRs and AGVs need to work alongside human workers and use the same systems and processes such as lift systems and fork-lifts leading to integration challenges.
Middleware to work alongside mixed-palletizing, zone-picking, good-to-person, order-pick and voice-pick systems. Works with the AMR Fleet Manager to optimize the order, distance travelled and time taken to complete an order.
IP cameras overlooking warehouses monitor traffic and help in routing, notifying about pick-up/drop jobs, safety, etc
Collect data from AMRs, AGVs and systems involved in intralogistics to optimize operations
Ease integration to lift, scanner, conveyer systems and build rules
Industrial construction
Industrial Construction – such as construction of chemical plants, hydrogen plants, industrial boilers, etc involve project spanning anywhere from half year to 2 years. Most of these constructions are in typically in remote areas – away from major towns and cities. Here, monitoring progress of construction, process adherence, monitoring usage of safety/PPE kits, utilization of cranes and other construction vehicles, utilization and tracking of construction equipment such as drills and wielding machines, tracking construction material and scrap-area usage, large-bin occupancy, movement of trucks etc is important. |
ConnectedThinks offer vision based automated surveillance system and asset tracking solutions to address these needs. |
This tracks data from IP cameras and uses on-site Industrial GPU Edge compute to identify various objects in image like people, PPE kits, cranes, vehicles, number-plates, text, person-ID. Then the cloud data-platform enables running rules and business-logic to identify events and raise alarms
Offer solution to connect with various positioning devices based on Bluetooth, LoRa, GPS or cellular to capture the location data. The data-platform provide the means to build suitable rules and business-logic to identify events, generate reports and raise alarms and notifications to operation staff. It also provide various usage and operational analytics and insights to optimize operations.
Renewable Energy: Solar and Wind
Large scale (few hundred MegaWatts) solar and wind power generation installations are typically in remote areas and need ongoing maintenance activities to optimize the power generation. Solar panels need regular cleaning and solar-inverters need maintenance. Wind turbines have a lot of moving parts – gears, breaks and motors, all of which need monitoring and maintenance.
ConnectedThinks offers solutions to address the challenges in the current renewable energy market through either help companies collect and analyze large scale data on our platform or to help with data-analysis of existing data collected by renewable energy companies.
Monitoring Wind Turbine SCADA and analytics, Collective monitoring of a large fleet of wind turbines, operational monitoring of various parameters
Data analytics and maintenance activity predictions – such as solar panel cleaning activity,
Correlative analytics for energy predictions based on additional data such as weather data
Data analytics and Machine Learning Services
If your organization already collects large amount of data from various IoT sensors, with Tera Bytes and Peta Bytes of data getting accumulated, ConnectedThinks offers services to convert this data into usable insights.
Given our expertise in data-platform, drivers and transformation – we are well placed to analyze your data and build custom transformations to extract valuable insights. These insights could be made available through your existing data-platform and Business Intelligence Visualization systems.
Data normalization, clean up, labelling and efficient storage – such as S3 parquet or HDFS etc
Custom anomaly detectors based on Machine Learning methods like Auto-Encoders, Random-Cut-Forest, etc
Detection of custom objects through Vision machine learning with methods like Yolo, Fast RCNN, SSD etc
AWS based data pipelines for ETL – Amazon Kinesis, Athena, S3 parquet query, Hive table-metadata generation and maintenance, etc
Real-time remote SCADA and PLC monitoring & control
SCADA systems provide on-premise monitoring of various industrial automation digital and analog signals and aid operations. However, operations have become more and more remote and decentralized, either due to the scaling of industries or a shortage of staff. Remote monitoring and control of automation systems have become imperative in certain setups and also aid better control and operations.
For example, better safety could be ensured if the city council or fire department gets regular data about all the sprinkler systems and water pressure in the entire city or neighborhood. Similarly, water filtration systems & sanitation operations or remote installations would benefit if the signals were monitored centrally and remotely and made accessible to all operation staff.
What’s more, is that these systems could be set up to automatically alert and notify officials when any signal crosses a threshold.
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An overview of the key solutions offered by ConnectedThinks.
