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AI for Energy Optimizing Resources with Intelligence: Apply AI to energy management and sustainable solutions by Corwin Halesworth

AI for Energy Optimizing Resources with Intelligence: Apply AI to energy management and sustainable solutions

by Corwin Halesworth
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₹1,654.00
₹1,654.00
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Book cover type: Paperback
  • ISBN13: 9798262319190
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Independently Published
  • Publisher Imprint: Independently Published
  • Publication Date:
  • Pages: 238
  • Original Price: USD 16.99
  • Language: English
  • Edition: N/A
  • Item Weight: 323 grams
  • BISAC Subject(s): Artificial Intelligence / Expert Systems

Cut waste. Lower costs. Decarbonize-using AI that turns data into decisions.

In AI for Energy: Optimizing Resources with Intelligence, you'll learn how to design and deploy AI systems that forecast demand, balance supply, tame peak loads, and squeeze more performance from buildings, microgrids, and utility-scale assets. This practical guide walks you end-to-end-from data pipelines and models to control loops and real-world operations-so your projects deliver measurable savings and measurable carbon reductions.

Inside, you'll discover how to:

  • Build robust energy datasets from meters, SCADA, BMS, and IoT sensors-cleaning, syncing, and feature-engineering time series the right way.

  • Forecast demand and generation (short-term to seasonal) with proven ML/DL patterns-and quantify uncertainty so operators can trust the calls.

  • Design demand response strategies that automate curtailment while protecting comfort and critical processes.

  • Optimize HVAC, chillers, boilers, and lighting with model-predictive control and reinforcement learning for real savings without complaints.

  • Dispatch batteries, solar, and DERs for peak shaving, arbitrage, resiliency, and frequency support-on sites and across fleets.

  • Plan and manage EV charging to avoid demand spikes and align with low-carbon or low-price windows.

  • Run microgrids and VPPs with AI scheduling that respects constraints, tariffs, and carbon intensity signals.

  • Detect faults and anomalies early (leaks, stuck dampers, sensor drift) and prioritize maintenance by impact.

  • Operationalize with MLOps for energy: monitoring, drift and seasonality handling, cost/benefit tracking, and human-in-the-loop overrides.

  • Align with compliance and sustainability: audits, M&V, and transparent metrics that finance and regulators accept.

You'll get step-by-step workflows, reusable model templates, and deployment checklists-plus field lessons from buildings, campuses, industrials, and grid-scale programs. If you need AI that saves kilowatts, dollars, and CO₂ (in that order), this book is your playbook.

Who This Book Is For

  • Energy managers, facility teams, and ESCOs driving performance

  • Utilities and aggregators orchestrating DR, DERs, and VPPs

  • Data/ML engineers productizing energy analytics and control

  • Sustainability leaders turning targets into verified outcomes

Use less. Spend less. Emit less-by making your energy system smarter.

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