Research and development publications

The competitive position of long-duration storage solutions in the power system

This paper takes an in-depth look at the role long-duration energy storage will play in power systems increasingly dominated by variable renewable energy sources.

• Energy

North Sea Forecast

Explore the most likely future of the North Sea towards 2050

Insights into suggested Responsible AI (RAI) practices in real-world settings

When planning to use AI-based tools in the healthcare services, it is vital to understand that there are significant differences between ordinary software and AI products.

• Healthcare

Artificial intelligence in the health sector – a guide

When planning to use AI-based tools in the healthcare services, it is vital to understand that there are significant differences between ordinary software and AI products.

• Healthcare

Sea Lice Monitoring of Tomorrow - The Potential of Automated Sea Lice Counters

Explore how automated AI-based sea lice counting technologies can improve sea lice monitoring, management, and regulation – and how DNV's AI assurance method can build the trust to unlock their potential.

• Food and beverage

Ensuring Safe and Trustworthy AI

Explore the EU AI Act from a healthcare perspective

• Healthcare

DigiHeart

Explore how AI can be applied to assess heart deformities in salmon aquaculture.

• Food and beverage

AgriView – Navigating Agricultural Policy and Regulations

Explore the European approach to regulating agriculture and its effects on the food, feed, and energy sectors

• Food and beverage

Navigating the Biodiversity Disclosure Landscape

Explore the opportunities and challenges in the biodiversity-related disclosure landscape

• Other sectors

Energy Transition Outlook 2024

DNV's annual Energy Transition Outlook presents the results from our independent model of the world's energy system and provides a detailed forecast through to 2050 of how the shift from fossil energy to renewables is likely to unfold and what it means for global greenhouse gas emissions.

• Corporate
• Energy

Seaweed Forecast

Explore the future prospects of the seaweed sector

• Food and beverage

Future-proof renewables revisisted

This report revisits the 2018 paper ‘Future-Proof Renewables – Implications of a High Percentage of Solar and Wind in the Power System’.

• Energy

Trustworthy AI for healthcare

Integrating AI into healthcare is complex and fraught with challenges. Yet, the pursuit of trustworthy AI is a journey worth undertaking. It promises a future where healthcare is not only powered by intelligence but also grounded in trust—a future where AI acts as a partner in healthcare delivery, augmenting clinicians’ capabilities and enhancing patient care.

• Healthcare

Integration of electrolysers in the energy system

The opportunities and challenges of integrating electrolytic hydrogen production into power systems increasingly dominated by variable renewable electricity generation

• Energy

Availability of green and blue ammonia in 2030 to 2050

Ammonia has attracted wide interest as a source of zero-emission fuel for shipping.

• Maritime

Managing Risk and Quality of AI in Healthcare

Artificial intelligence (AI) provides a unique opportunity to help meet the demands of the future healthcare system. However, hospitals may not be well equipped to handle safe and effective development and/or procurement of AI systems.

• Healthcare

Can I trust my fake data?

A comprehensive quality assessment framework for synthetic tabular data in healthcare

• Healthcare

Seafood Forecast

Explore the most likely future for the global seafood system within the Blue Economy

• Food and beverage

Precision Medicine Treatment in Psychiatry

Precision medicine has the ambition to improve treatment response and clinical outcomes through patient stratification. To enable this in psychiatry; access to relevant data sources, development and validation of stratification and prediction tools, and clinically useful management platforms are required.

• Healthcare

The AI-Mind clinical study protocol

Intelligent digital tools for screening of brain connectivity and dementia risk estimation in people affected by mild cognitive impairment

• Healthcare