Predictive Maintenance
Prevent machine and network component defects with predictive maintenance methods.
We support energy companies in leveraging Data and Artificial Intelligence (AI) to enhance products and services, optimize processes, and identify new business models.
Data science and artificial intelligence are becoming increasingly relevant in the energy industry. Digitization, the ever faster progressing climate change, Corona and the Ukraine crisis pose great challenges for companies in this sector, but also opportunities. The efficient generation and use of climate-neutral energy is of central importance for the future of our planet. Data science and AI offer energy companies different ways to achieve this goal.
The ever-growing amounts of data allow the yields achieved in energy production to be optimized and the machines used to be serviced with foresight. The energy networks themselves can also be planned, controlled and maintained using data. Methods for detecting anomalies are particularly well suited to identify irregularities and potential disruptions or defects in network components, thereby ensuring better supply security. Forecasting models can be used to predict future energy demand and production capacities at the same time. For example, overcapacity and network overload can be avoided and costs reduced. AI also offers great potential on the consumer side. The energy management of individual buildings or systems can be analyzed and optimized using AI solutions. Energy consumers can view their energy consumption data down to individual devices and act accordingly.
Our AI consultants have already implemented a wide variety of projects in the energy industry and also support you in the development and implementation of data science, machine learning and AI projects in your company. Arrange a consultation to analyze your options and benefit from our experience from over 500 projects. We look forward to working with you!
Our ecosystem enables a holistic view of data & AI.
years of experience in Data Science, ML, and AI
clients from 10 industries and growing
experts from more than 17 fields of study
successfully implemented Data and AI projects
Our consulting services focus on both technical and methodological skills, data literacy, and data culture, utilizing interactive and inspiring learning methods. We provide training for beginners, specialists, and executives.
Are you just beginning your data and AI journey? We offer various workshops, training sessions, and ready-to-use AI solutions that are perfect for taking the first steps with data science and AI.
We develop data science and AI solutions tailored to your requirements. We support you from the initial idea to the productive solution and ensure smooth operation thereafter.
Whether technical or methodological skills, data literacy, or data culture - our formats rely on interactive and inspiring learning methods. We train beginners, specialists, and executives.
Discuss your challenges and goals in the area of Data & AI with us.
Receive a customized and transparent offer.
We present our approach to all relevant stakeholders.
Our dedicated project team takes care of your needs.
AI enhances the efficiency and transparency of generation facilities through data-driven analyses. This enables optimized energy production by better utilizing production capacities and maximizing yields.
Predictive maintenance prevents machine and network component defects through proactive maintenance methods. This increases supply security and reduces downtime and maintenance costs.
AI-driven forecasting models enable reliable predictions of future energy demand and production capacities. This helps avoid overcapacity and network overload, thereby increasing efficiency.
Anomaly detection methods automatically identify irregularities and potential disruptions in generation and network data. This contributes to better supply security by recognizing and addressing potential issues early on.