Transforming the power of Big Data
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- Sabina May
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1 Transforming the power of Big Data
2 Big Data and Analytics in the Energy sector In today's dynamic and competitive business environment, energy companies are seeking innovative ways to grow profitably. This calls for improving customer satisfaction, optimizing operations, managing costs, limiting risks and offering new products. To achieve this, organizations must leverage available data to identify actionable insights which will help them with decision-making and value creation.
3 Why energy companies need big data? The energy industry is more dynamic than ever before. There are tremendous forces at work: dynamic pricing, energy storage, electric vehicles, distributed renewable generation, zero emission buildings, smart meters and loads. These drivers provide a real possibility of market disruption,... or out of the game. Energy companies must enhance customer satisfaction, operational excellence and risk management, changing their business processes. New data technologies are now taking the shape of big data as traditional technologies are no longer valid on its own. Why Cleanergetic? Our deep industry expertise, together with our specialized knowledge in Data management and analytics, enable us to bring a unique perspective and innovative approach to the way we help our customers solve their business problems. Our continuous search for excellence drives us to continually discover and develop better ways to address our clients needs. With a successful and a proven track record across multiple renewable energy sectors, Cleanergetic is the right partner to address your most demanding business challenges. We have been pioneers providing big data approach to the renewable energy industry. About Cleanergetic Cleanergetic is a Big Data Engineering consultancy firm specialized in energy. Since 2012, we are committed to deliver solutions & services to enable companies to leverage the business value of their enterprise data. We help our clients to gain competitive advantages in areas such as Operational Excellence, Risk management, Hazard prevention & Portfolio management, among other challenges. Cleanergetic aims to be a trusted partner, through the implementation of business initiatives, where data is a key factor for success. Not only providing with cutting-edge technology and customer-specific solutions that deliver results, but also helping organizations to develop this new skill internally. Make smarter decisions Business intelligence is revolutionized with predictive and adaptive algorithms, interactive reporting & visualization, pattern recognition and Stream Analytics. Make smarter decisions, engage customers and discover new business models from your structured, unstructured and streaming Internet of Things data.
4 Benefits of leveraging Cleanergetic services: Actionable Insights Risks mitigation Customized solutions Agile & lean execution Engineering expertise Market distinction Services Data Mining: Anomaly detection, pattern discovery, performance and reliability, statistical analysis. Data Integration: Master data management, data governance and quality, consolidation, filtering, cleaning, transformation. Platform Services: Selecting, configuring and put into production big data platforms. SaaS. Data stores. Solution Engineering: Providing development, architecture and implementation services for big data solutions. Defining data strategy, roadmap and business case. Artificial Intelligence: Neural Networks, Fuzzy Logic, adaptive algorithms, image recognition. Business Intelligence: handling large amounts of unstructured data to identify biz. opportunities. Tools
5 Case Studies Boost warranty compensation of a PV System Cleanergetic helped a leading asset owner to prove and quantify the energy harvest loss due to a module quality defect. We created a new performance indicator, not available in the monitoring system, able to identify and measure energy performance defects. With that information, our customer had legal evidence on the economical damage and could accelerate the warranty compensation of a multimegawatt photovoltaic system with 30% power degradation. Maximizing turbines availability in wind assets A large wind operator was facing availability issues due to large repair time, incorrect corrective maintenance and improper spare parts inventory. Customer had difficulties identifying specific areas of improvement and quantifying the loss of revenue per category. Data was very heterogeneous. We helped to identify improvements in the maintenance procedures, contractors that required better training and capabilities, the optimal inventory and ways to keep measuring service levels for future operations. Customer is now implementing changes and we are supporting with in-depth analysis to improve. Big data applied to Big Buildings: save energy 30% of global energy consumption is in buildings and more in future. Some customers have energy bills larger than 1mUSD. Stream analytics is used to control optimal temperature setpoints using weather forecast and room occupation to minimize energy consumption at lowest hourly electricity price. Smart meters: predicting customers habits Using Machine Learning to understand customers consumption behavior and providing an artificially intelligent way to recommend changes in behaviors to achieve their desired monthly expenditure. We build algorithms that can learn from data and make predictions based on data and weather forecast.
6 Cleanergetic has a Quality Management System and is certified to ISO 9001:2008. We acquire a firm commitment of knowing our customer needs and go far beyond their expectations. We have published also our CESR policy (Corporate Environmental Social Responsibility). We have the greatest respect for our environment and the communities where we operate. Copyright 2016 Cleanergetic SEERS Solutions S.L.U. All rights reserved. We reserve the right to make changes or updates without prior notice. Commercial information without contractual obligations.
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