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Unveiling Hidden Energy Anomalies: Harnessing Deep Learning to Optimize Energy Management in Sports Facilities

arXiv ·

This paper explores the use of deep learning for anomaly detection in sports facilities, with the goal of optimizing energy management. The researchers propose a method using Deep Feedforward Neural Networks (DFNN) and threshold estimation techniques to identify anomalies and reduce false alarms. They tested their approach on an aquatic center dataset at Qatar University, achieving 94.33% accuracy and 92.92% F1-score. Why it matters: The research demonstrates the potential of AI to improve energy efficiency and operational effectiveness in sports facilities within the GCC region.

Soccernet brings AI to the game

KAUST ·

KAUST researchers Anthony Cioppa and Silvio Giancola have developed SoccerNet, an open platform for AI-driven sports analysis. SoccerNet uses a large reference set of soccer game recordings (500 games, 850 hours) to provide a platform for research. It enables researchers to develop AI systems that understand and analyze soccer games. Why it matters: This platform addresses the challenge of limited datasets in sports AI research, fostering innovation and standardized performance comparison.

From lab to medal podium to daily health: KAUST changing the game in Saudi sports science

KAUST ·

KAUST is developing high-performance sensors for Saudi athletes, showcased at the Saudi Sports Sensors Workshop 2025. Olympian Rakan Alireza is collaborating with KAUST to utilize sensor technology in his training for the 2026 Winter Olympics. The workshop, co-chaired by KAUST Professor Dana Alsulaiman, aimed to foster collaboration between researchers and the sports community to advance sports science in Saudi Arabia. Why it matters: This initiative aligns with Saudi Vision 2030 by promoting sports innovation, localizing technology, and improving national health and athletic performance.

Gold-medal sensors: KAUST racing toward high-tech athletic excellence

KAUST ·

KAUST is developing wearable sensors to monitor athletes' physiological responses, aiming to enhance performance and prevent injuries, aligning with Saudi Vision 2030. In partnership with a global motor racing team, KAUST is using electrochemical sensors to monitor drivers’ hydration and stress markers, enabling customized interventions. KAUST's wearable technology could continuously observe physiological parameters during training and in competition, helping coaches predict injuries and optimize training. Why it matters: These advancements in sensor technology and data analysis position KAUST as a key player in sports training innovation and could significantly impact athletic performance and healthcare in the region.

KAUST and the Saudi Archery Federation sign MoU to advance research, innovation, and national sports development

KAUST ·

KAUST and the Saudi Archery Federation have signed an MoU to collaborate on research, innovation, and archery development in Saudi Arabia. The agreement includes hosting tournaments, developing community programs, and fostering local and international investments. It will also promote joint training, specialized academic programs, and scientific research into athletic performance and health impacts. Why it matters: This partnership demonstrates KAUST's dedication to linking scientific research with practical applications to advance sports and society in line with Saudi Vision 2030.

Time in the saddle yields results

KAUST ·

KAUST Ph.D. student Mousa Alharthi studies membrane desalination technologies and is also a cycling enthusiast. Alharthi translated Arabic language advertisements for cycling races in Jeddah for his English-speaking colleagues in the Red Sea Cyclists group. The Saudi Cycling Federation began holding amateur events in the Kingdom in 2017 to develop young Saudi talent and generate awareness about cycling. Why it matters: This highlights KAUST's role in supporting not only scientific research but also promoting sports and healthy lifestyles in line with Saudi Vision 2030.

Golf tournament a big success, Varner claims title

KAUST ·

The 2022 PIF Saudi International golf tournament took place at the Royal Greens Golf & Country Club in King Abdullah Economic City (KAEC). Harold Varner III of the USA won the tournament, claiming the title and a $1,000,000 cash award. KAUST was among the official partners contributing to the event. Why it matters: This event highlights Saudi Arabia's growing role in international sports and KAUST's involvement in supporting such events.

Why AI is an Olympics gamechanger

MBZUAI ·

The article discusses how AI is being used to enhance the Olympic and Paralympic Games, with a focus on research from MBZUAI. PhD student Ahmed Sharshar is developing lightweight AI models for accessible gym coaching, while Intel is using AI to improve accessibility for the visually impaired and provide a chatbot for athletes. MBZUAI's Karima Kadaoui suggests AI could customize equipment and prosthetics for Paralympians, optimizing performance and safety. Why it matters: AI has the potential to democratize access to advanced training technologies and enhance the experience for both athletes and spectators at the Olympic Games.