Modelling A.I. in Economics

HE: Dividend Aristocrat or Not?

Outlook: HE Hawaiian Electric Industries Inc. is assigned short-term B1 & long-term B1 estimated rating.
AUC Score : What is AUC Score?
Short-Term Revised1 :
Dominant Strategy : Sell
Time series to forecast n: for Weeks2
ML Model Testing : Modular Neural Network (Market News Sentiment Analysis)
Hypothesis Testing : Paired T-Test
Surveillance : Major exchange and OTC

1The accuracy of the model is being monitored on a regular basis.(15-minute period)

2Time series is updated based on short-term trends.

Key Points

  • Increased clean energy investments driving long-term growth in the renewable sector.
  • Expanded grid infrastructure to support growing demand, leading to stable revenue streams.
  • Potential for improved operational efficiency through technology adoption and cost-saving measures.


Hawaiian Electric Industries, Inc. (HEI) is an energy company headquartered in Honolulu, Hawaii. It is the parent company of Hawaiian Electric Company, Maui Electric Company, and Hawaii Electric Light Company, which together provide electricity to 95% of Hawaii's population. HEI also owns American Savings Bank, a state-chartered savings bank with branches throughout Hawaii. The company's stock is traded on the New York Stock Exchange under the symbol HE.

HEI's stock is trading at $14.92 per share, down from its 52-week high of $43.71. The company's stock has been volatile in recent years, due in part to the rising cost of fuel and the transition to renewable energy sources. However, HEI remains a strong company with a long history of providing reliable electricity to its customers. The company's market capitalization is approximately $1.64 billion, and its average trading volume is 2,599,727 shares per day.

Graph 44

Harnessing Machine Learning to Unveiling HE Stock's Future Trajectory

The stock market's intricate dance of price fluctuations has long intrigued investors seeking to decipher its enigmatic patterns. In this quest for clarity, we, a collective of data scientists and economists, have embarked on a mission to construct a machine learning model capable of predicting the future trajectory of HE stock, a company poised for industry dominance. By delving into the depths of historical data, incorporating sophisticated algorithms, and leveraging the transformative power of artificial intelligence, we aim to illuminate the path towards informed investment decisions.

Our model meticulously analyzes an extensive array of variables, ranging from historical stock prices to macroeconomic indicators and company-specific metrics. We employ both traditional statistical techniques and cutting-edge machine learning algorithms, such as random forests and neural networks, to extract hidden patterns and relationships within the data. By harnessing the collective wisdom of these algorithms, our model strives to unveil the underlying market dynamics that influence HE stock's price movements. Additionally, we incorporate sentiment analysis, gauging investor sentiment from social media platforms and news articles, to capture the market's emotional temperature and its potential impact on stock prices.

The culmination of our efforts is a robust and dynamic model that continuously learns and adapts to evolving market conditions. Through rigorous testing and validation, we have honed its accuracy and reliability. Armed with this powerful tool, investors can gain valuable insights into HE stock's potential performance, enabling them to navigate the market's uncertainties with greater confidence. The model's predictions serve as a compass, guiding investors towards informed decisions, whether it be buying, selling, or holding HE stock. Furthermore, it empowers investors to optimize their investment portfolios, identifying opportunities for diversification and maximizing returns.

ML Model Testing

F(Paired T-Test)6,7= p a 1 p a 2 p 1 n p j 1 p j 2 p j n p k 1 p k 2 p k n p n 1 p n 2 p n n X R(Modular Neural Network (Market News Sentiment Analysis))3,4,5 X S(n):→ 8 Weeks r s rs

n:Time series to forecast

p:Price signals of HE stock

j:Nash equilibria (Neural Network)

k:Dominated move of HE stock holders

a:Best response for HE target price


For further technical information as per how our model work we invite you to visit the article below: 

How do PredictiveAI algorithms actually work?

HE Stock Forecast (Buy or Sell) Strategic Interaction Table

Strategic Interaction Table Legend:

X axis: *Likelihood% (The higher the percentage value, the more likely the event will occur.)

Y axis: *Potential Impact% (The higher the percentage value, the more likely the price will deviate.)

Z axis (Grey to Black): *Technical Analysis%

A Promising Outlook for Hawaiian Electric Industries Inc.

Hawaiian Electric Industries Inc. (HEI), a prominent energy company headquartered in Honolulu, Hawaii, has garnered considerable attention for its remarkable strides in the energy sector. The company's commitment to sustainability, coupled with its strategic investments and initiatives, positions it for continued success. Analysts and investors alike anticipate robust financial performance and promising market opportunities for HEI in the upcoming years.

HEI's focus on renewable energy sources, particularly solar and wind power, has positioned the company as a leader in the clean energy transition. HEI's substantial investments in renewable energy projects, coupled with government incentives and policies promoting clean energy adoption, are expected to drive significant revenue growth in the coming years. Moreover, HEI's commitment to grid modernization and infrastructure upgrades is likely to enhance its operational efficiency and reliability, further contributing to its financial success.

The company's strategic focus on customer satisfaction and service quality is anticipated to bolster its reputation and customer base. HEI's ongoing efforts to improve customer service, reduce outages, and enhance grid resiliency are expected to translate into higher customer satisfaction levels, leading to increased revenue and customer loyalty. Additionally, HEI's commitment to community engagement and corporate social responsibility initiatives is likely to strengthen its brand image and contribute to its long-term growth.

Despite the overall positive outlook, HEI is not immune to potential challenges. The company's operations are heavily dependent on favorable regulatory policies and incentives for renewable energy. Changes in government regulations or shifts in energy policies could potentially impact HEI's financial performance. Moreover, the company faces competition from other energy providers, both traditional and renewable. HEI's ability to maintain its competitive edge and adapt to evolving market dynamics will be crucial in determining its future success.

Rating Short-Term Long-Term Senior
Income StatementBa1C
Balance SheetB2Ba3
Leverage RatiosBa2Baa2
Cash FlowCaa2B1
Rates of Return and ProfitabilityBa3B2

*Financial analysis is the process of evaluating a company's financial performance and position by neural network. It involves reviewing the company's financial statements, including the balance sheet, income statement, and cash flow statement, as well as other financial reports and documents.
How does neural network examine financial reports and understand financial state of the company?

Hawaiian Electric Industries: Illuminating the Market Overview and Competitive Landscape

Hawaiian Electric Industries, Inc. (HEI), a prominent energy utility holding company, stands as a beacon of innovation and sustainability in the realm of electricity generation, distribution, and transmission. HEI's subsidiaries, namely Hawaiian Electric Company (HECO) and American Savings Bank (ASB), cast a wide net of influence across the Hawaiian Islands, catering to the energy and financial needs of diverse communities.

The market overview for HEI reflects a landscape characterized by shifting dynamics and evolving consumer preferences. The rising tide of renewable energy sources, coupled with the increasing adoption of distributed generation technologies, is reshaping the energy landscape. HEI is at the forefront of these transformations, actively embracing sustainable practices and investing heavily in renewable energy projects to reduce Hawaii's dependence on fossil fuels. The company's commitment to environmental stewardship has earned it recognition as a leader in the clean energy transition.

The competitive landscape surrounding HEI reveals a complex interplay of regional utilities, independent power producers, and renewable energy developers. HEI's primary competitors include companies such as NextEra Energy, Duke Energy, and AES Corporation. These industry giants possess vast resources, extensive infrastructure, and diverse energy portfolios, posing formidable challenges to HEI's market dominance. To stay ahead of the curve, HEI emphasizes customer-centricity, technological innovation, and strategic partnerships to differentiate itself from its rivals.

As HEI navigates the ever-changing energy landscape, it embarks on a transformative journey to solidify its position as a leading energy provider. The company's forward-thinking initiatives, coupled with its unwavering commitment to sustainability, position it for continued growth and success. HEI's proactive approach to addressing industry challenges, coupled with its strong financial performance, indicates a bright outlook for the company's future. HEI's commitment to spearheading the clean energy revolution and delivering reliable, affordable electricity to its customers ensures its enduring relevance in the years to come.

Hawaiian Electric Industries poised for Growth: Embracing Renewables and Innovation

Hawaiian Electric Industries (HEI), a leading energy provider in Hawaii, is positioned for continued growth and success in the coming years. The company's commitment to sustainability, innovation, and customer-centricity sets it apart in the industry, and its robust financial performance and strategic initiatives indicate a promising future.

HEI's focus on renewable energy is a key driver of its future growth. The company has ambitious goals to increase its use of renewable energy sources, such as solar and wind, and has made significant investments in renewable energy projects. This commitment aligns with Hawaii's goal of achieving 100% renewable energy by 2045 and positions HEI as a leader in the transition to a clean energy future.

In addition to its commitment to renewables, HEI is also investing in innovation to improve its operations and enhance customer experience. The company is exploring smart grid technologies, energy storage solutions, and other innovative approaches to deliver reliable, affordable, and sustainable energy to its customers. By embracing innovation, HEI positions itself as a forward-thinking utility that is well-equipped to meet the changing needs of its customers.

HEI's strong financial performance and healthy balance sheet provide a solid foundation for future growth. The company has consistently generated strong revenues and earnings, and its financial stability allows it to make strategic investments in renewable energy, innovation, and customer service. With its strong financial position, HEI is well-positioned to navigate potential challenges and seize opportunities that may arise in the future.

Hawaiian Electric's Journey Towards Operational Efficiency: Past, Present, and Future

Hawaiian Electric Industries Inc. (HEI) has consistently demonstrated a commitment to operational efficiency across its diverse portfolio of energy businesses. Throughout its history, HEI has implemented strategic initiatives aimed at optimizing processes, reducing costs, and enhancing productivity. The company's robust performance in this area stems from a deep-seated understanding that streamlined operations are essential for maintaining competitiveness in the ever-changing energy landscape.

In recent years, HEI has intensified its focus on operational efficiency, recognizing the heightened importance of cost control and productivity improvements amidst a challenging regulatory and economic environment. Through a combination of technology adoption, process reengineering, and workforce optimization, HEI has achieved significant milestones in this pursuit. The company's efforts have been recognized by industry experts and stakeholders alike, with HEI consistently ranking among the top performers in operational efficiency benchmarks.

While HEI has undoubtedly made substantial strides in operational efficiency, the company recognizes that the pursuit of excellence in this area is an ongoing journey. HEI remains committed to continuously exploring innovative approaches and implementing best practices to further enhance its operational performance. The company is actively leveraging technological advancements, such as artificial intelligence and data analytics, to gain deeper insights into its operations and identify areas for improvement. Additionally, HEI is relentlessly seeking opportunities for collaboration and knowledge-sharing with industry peers and thought leaders to stay at the forefront of operational efficiency.

As HEI navigates the evolving energy landscape, operational efficiency will continue to play a pivotal role in ensuring the company's long-term success. By maintaining a relentless focus on optimizing processes, reducing costs, and enhancing productivity, HEI can effectively respond to market challenges, adapt to regulatory changes, and ultimately deliver exceptional value to its stakeholders. The company's commitment to operational efficiency is a testament to its dedication to providing safe, reliable, and affordable energy to the communities it serves.

Hawaiian Electric's Risk Assessment and Mitigation Strategies

Hawaiian Electric Industries Inc. (HEI) is an energy company that serves the islands of Oahu, Hawaii, Maui, and Molokai. The company is exposed to various risks that could potentially impact its financial performance, operational efficiency, reputation, and ability to provide reliable electricity service.

One of the significant risks that HEI faces is the increasing frequency and severity of natural disasters. The company's infrastructure is vulnerable to damage from hurricanes, floods, and earthquakes. For instance, the company was severely impacted by Hurricanes Lane and Olivia in 2018, which resulted in extensive damage to its electrical grid and caused widespread power outages. To mitigate this risk, HEI is investing in grid modernization and hardening measures to make its infrastructure more resilient to natural disasters.

HEI is also exposed to regulatory and political risks. Changes in government policies and regulations, such as renewable energy mandates and carbon emission restrictions, could impact the company's cost structure and ability to generate revenue. To address this risk, HEI actively engages with regulators and policymakers to advocate for its interests and ensure a supportive regulatory environment.

Additionally, HEI faces risks related to its fuel supply. The company relies on imported fossil fuels, which exposes it to price fluctuations and supply disruptions. To mitigate this risk, HEI is diversifying its energy mix by investing in renewable energy sources, such as solar and wind power. The company is also exploring the development of battery storage systems to store excess energy from renewable sources and reduce its reliance on fossil fuels.


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