The energy industry will strategically update content and objectives to reflect current business practices, environments, tools, and needs. It will need to conduct continuous needs assessments for Energy Industry 4.0.
Part of this group of skills will involve re-envisioning everything, which requires having the courage to do so. We need to look at the evolution of incumbent products, as well as the emerging “upstart” disrupters. It is important to re-envision the macro view as well as the micro views.
Make the invisible visible: reveal the underlying reality: One of the key benefits of artificial intelligence and machine learning is pattern recognition, which is not a static thing, but constantly evolving and “learning” as more information is added.
It is important to keep in mind that in addition to technological advances, there will be displacements and unintended consequences. Part of the challenge involves social responsibility in order to consider how human capital should be developed to retrain people whose professions become disrupted. Social responsibility also takes into consideration the natural environment, habitats, and lowering the negative impact of human activity.
Managing the Digital Economy: How is managing the digital economy different than an organization where everyone is onsite? The workforce is distributed, now more than ever, and learning how to use productivity tools in a collaborative environment. Keeping the projects on task are more critical than ever.
- Large, decentralized organizations
- Collaboration and independent work in the Gig economy
- Project Management strategies and platforms
- Looking at all applications in “off-label” ways
Artificial Intelligence / Machine Learning: AI and ML apply to all phases of the industry, and the challenge is not “if” or “when” but how much is relevant, and how do we clean up data without introducing our own biases? In addition, privacy and cybersecurity issues must be kept in mind.
- Strategic Planning
- Risk Mitigation / Risk Seeking
- Predictive analytics
- Deep Neural Networks / Pattern recognition
- Internet of Things, Industrial Internet of Things
- Cloud Computing
- Block Chain technologies for supply chain
- Special challenges with different types of energy (oil and gas, wind, solar, geothermal)
- Digital Currency
- RoboAdvisors
- New sources of capital, investment
- Start-ups and commercialization
- Platform Life Cycles
- Crowd Sourcing / Social networks
- Current state and how to optimize networks
- WiFi and G5: What does it mean? What are the hidden costs?
- Future directions, and where we are going.
Innovative new technologies that have as a goal to measurably improve the physical environment as well as the social structure, with more opportunities for voices to be heard, and to strive toward the goal of eliminating social and economic inequality, and truly giving everyone a chance to have a productive, meaningful life with a strong social support system.