スマートグリッド分析市場：提供サービス、アプリケーション、展開、ユーティリティタイプ、組織規模別-2025-2030年世界予測

スマートグリッド分析市場の2023年の市場規模は72億6,000万米ドルで、2024年には81億5,000万米ドルに達すると予測され、CAGR 12.65％で成長し、2030年には167億3,000万米ドルに達すると予測されています。

スマートグリッド分析は、グリッド運用を最適化するための高度なデータ分析ツールと実践の応用に焦点を当てた、エネルギー分野の不可欠な領域です。電力消費パターンの監視から予知保全、故障検出まで、幅広い分析が含まれます。スマートグリッド分析の必要性は、再生可能エネルギー源の統合や電気自動車による需要の増加により、発電・配電ネットワークの複雑さが増していることから生じています。これらの分析は、電力供給の効率と信頼性を高め、ダウンタイムを削減し、高度な需要応答戦略を促進するために適用されます。主なエンドユーザーには、コスト削減と運用効率の向上を目指す電力会社、政府機関、エネルギー管理会社などが含まれます。

市場の洞察によると、スマートグリッド分析の成長は主に、エネルギー効率に対する需要の高まり、二酸化炭素排出量削減の重視の高まり、スマートグリッドの展開を促進する政府の支持的規制などの要因によって影響を受けています。ビジネスチャンスは主に電力インフラの変革が進んでいる地域に多く、リアルタイムデータ分析、AIによる予測的洞察、IoT対応スマートデバイスの展開に大きな可能性があります。企業は、AIや機械学習機能に投資し、ハイテク企業と戦略的パートナーシップを結び、革新的なソリューションを開発するための共同研究イニシアチブを育成することで、こうした機会を捉えることができます。

しかし、同市場は、初期導入コストの高さ、サイバーセキュリティへの懸念、レガシーシステムと最新のアナリティクス・プラットフォームとの統合の複雑さといった制約に直面しています。これらの障壁を克服するには、サイバーセキュリティのフレームワークにおける革新的なアプローチと、多様なグリッドインフラに対応する柔軟なソリューションの提供が必要です。技術革新と研究に最適な分野は、サイバーセキュリティ対策の強化、相互運用性基準の改善、大量のリアルタイムデータを処理できるスケーラブルな分析ソリューションの開発にあります。市場力学はダイナミックであり、企業は俊敏性を維持し、技術の進歩に絶えず適応し、規制の変化を予測して競争力を維持する必要があります。

市場力学：急速に進化するスマートグリッド分析市場の主要市場インサイトを公開

スマートグリッド分析市場は、需要と供給のダイナミックな相互作用によって変貌を遂げています。このような市場力学の進化を理解することで、企業は十分な情報に基づいた投資決定、戦略的決定の精緻化、そして新たなビジネスチャンスの獲得に備えることができます。これらの動向を包括的に把握することで、企業は政治的、地理的、技術的、社会的、経済的な領域にわたる様々なリスクを軽減することができるとともに、消費者行動とそれが製造コストや購買動向に与える影響をより明確に理解することができます。

• 市場促進要因
  • エネルギー消費と配給の効率と持続可能性を高める需要の高まり
  • 世界中で再生可能エネルギー源の採用が増加
  • スマートグリッド技術の採用を促進するための規制支援と政府の取り組み
• 市場抑制要因
  • スマートグリッドインフラに伴う初期投資と導入コストの高さ
• 市場機会
  • ビッグデータ解析と人工知能の技術進歩
  • 世界各地でのスマートシティ構想の拡大
• 市場の課題
  • スマートグリッド分析に関連するデータプライバシーとセキュリティの懸念

ポーターの5つの力：スマートグリッド分析市場をナビゲートする戦略ツール

ポーターの5つの力フレームワークは、スマートグリッド分析市場の競合情勢を理解するための重要なツールです。ポーターのファイブフォース・フレームワークは、企業の競争力を評価し、戦略的機会を探るための明確な手法を提供します。このフレームワークは、企業が市場内の勢力図を評価し、新規事業の収益性を判断するのに役立ちます。これらの洞察により、企業は自社の強みを活かし、弱みに対処し、潜在的な課題を回避することができ、より強靭な市場でのポジショニングを確保することができます。

PESTLE分析：スマートグリッド分析市場における外部からの影響の把握

外部マクロ環境要因は、スマートグリッド分析市場の業績ダイナミクスを形成する上で極めて重要な役割を果たします。政治的、経済的、社会的、技術的、法的、環境的要因の分析は、これらの影響をナビゲートするために必要な情報を提供します。PESTLE要因を調査することで、企業は潜在的なリスクと機会をよりよく理解することができます。この分析により、企業は規制、消費者の嗜好、経済動向の変化を予測し、先を見越した積極的な意思決定を行う準備ができます。

市場シェア分析スマートグリッド分析市場における競合情勢の把握

スマートグリッド分析市場の詳細な市場シェア分析により、ベンダーの業績を包括的に評価することができます。企業は、収益、顧客ベース、成長率などの主要指標を比較することで、競争上のポジショニングを明らかにすることができます。この分析により、市場の集中、断片化、統合の動向が明らかになり、ベンダーは競争が激化する中で自社の地位を高める戦略的意思決定を行うために必要な知見を得ることができます。

FPNVポジショニング・マトリックススマートグリッド分析市場におけるベンダーのパフォーマンス評価

FPNVポジショニングマトリックスは、スマートグリッド分析市場においてベンダーを評価するための重要なツールです。このマトリックスにより、ビジネス組織はベンダーのビジネス戦略と製品満足度に基づき評価することで、目標に沿った十分な情報に基づいた意思決定を行うことができます。4つの象限によりベンダーを明確かつ的確にセグメント化し、戦略目標に最適なパートナーやソリューションを特定することができます。

戦略分析と推奨スマートグリッド分析市場における成功への道筋を描く

スマートグリッド分析市場の戦略分析は、世界市場でのプレゼンス強化を目指す企業にとって不可欠です。主要なリソース、能力、業績指標を検討することで、企業は成長機会を特定し、改善に取り組むことができます。このアプローチにより、競合情勢における課題を克服し、新たなビジネスチャンスを活かして長期的な成功を収めるための体制を整えることができます。

本レポートでは、主要な注目分野を網羅した市場の包括的な分析を提供しています：

1.市場の浸透度：現在の市場環境の詳細なレビュー、主要企業による広範なデータ、市場でのリーチと全体的な影響力の評価。

2.市場の開拓度：新興市場における成長機会を特定し、既存分野における拡大可能性を評価し、将来の成長に向けた戦略的ロードマップを提供します。

3.市場の多様化：最近の製品発売、未開拓の地域、業界の主要な進歩、市場を形成する戦略的投資を分析します。

4.競合の評価と情報：競合情勢を徹底的に分析し、市場シェア、事業戦略、製品ポートフォリオ、認証、規制当局の承認、特許動向、主要企業の技術進歩などを検証します。

5.製品開発およびイノベーション：将来の市場成長を促進すると期待される最先端技術、研究開発活動、製品イノベーションをハイライトしています。

また、利害関係者が十分な情報を得た上で意思決定できるよう、重要な質問にも答えています：

1.現在の市場規模と今後の成長予測は？

2.最高の投資機会を提供する製品、セグメント、地域はどこか？

3.市場を形成する主な技術動向と規制の影響とは？

4.主要ベンダーの市場シェアと競合ポジションは？

5.ベンダーの市場参入・撤退戦略の原動力となる収益源と戦略的機会は何か？

目次

第1章 序文

第2章 調査手法

第3章 エグゼクティブサマリー

第4章 市場の概要

第5章 市場洞察

• 市場力学
  • 促進要因
    • エネルギー消費と分配の効率性と持続可能性を高める需要の高まり
    • 世界中で再生可能エネルギー源の導入が増加
    • スマートグリッド技術の導入を促進するための規制支援と政府の取り組み
  • 抑制要因
    • スマートグリッドインフラに関連する初期投資と導入コストが高い
  • 機会
    • ビッグデータ分析と人工知能の技術的進歩
    • 世界中でスマートシティの取り組みが拡大
  • 課題
    • スマートグリッド分析に関連するデータのプライバシーとセキュリティに関する懸念
• 市場セグメンテーション分析
  • 提供内容：公益事業会社による請求精度と顧客満足度の向上を目的としたメーター分析の導入拡大
  • 導入：セキュリティとコンプライアンスの強化によりオンプレミスのスマートグリッド分析の導入が増加
• ポーターのファイブフォース分析
• PESTEL分析
  • 政治的
  • 経済
  • 社交
  • 技術的
  • 法律上
  • 環境

第6章 スマートグリッド分析市場：提供別

• サービス
  • マネージドサービス
  • プロフェッショナルサービス
    • サポートとメンテナンス
    • システム統合と展開
    • トレーニングとコンサルティング
• ソフトウェア
  • メーター分析
  • 運用分析
  • 信頼性分析

第7章 スマートグリッド分析市場：用途別

• 資産運用管理
• 需要応答分析
• エネルギー予測
• グリッド最適化
• ネットワーク管理

第8章 スマートグリッド分析市場：展開別

• クラウド上
• オンプレミス

第9章 スマートグリッド分析市場ユーティリティタイプ別

• 民間ユーティリティ
• 公共事業

第10章 スマートグリッド分析市場：組織規模別

• 大企業
• 中小企業

第11章 南北アメリカのスマートグリッド分析市場

• アルゼンチン
• ブラジル
• カナダ
• メキシコ
• 米国

第12章 アジア太平洋地域のスマートグリッド分析市場

• オーストラリア
• 中国
• インド
• インドネシア
• 日本
• マレーシア
• フィリピン
• シンガポール
• 韓国
• 台湾
• タイ
• ベトナム

第13章 欧州・中東・アフリカのスマートグリッド分析市場

• デンマーク
• エジプト
• フィンランド
• フランス
• ドイツ
• イスラエル
• イタリア
• オランダ
• ナイジェリア
• ノルウェー
• ポーランド
• カタール
• ロシア
• サウジアラビア
• 南アフリカ
• スペイン
• スウェーデン
• スイス
• トルコ
• アラブ首長国連邦
• 英国

第14章 競合情勢

• 市場シェア分析2023
• FPNVポジショニングマトリックス, 2023
• 競合シナリオ分析
  • イベルドローラとBCAMが提携し、AI主導のデータ分析で電力網を革新
  • シーメンス、電力会社向けの自律グリッド管理と強化されたデジタル変革に向けた飛躍となるGridscale Xを発表
  • アイトロンとシュナイダーエレクトリックが提携し、分散型エネルギー資源のより優れた管理のための高度なデータ分析を通じてスマートグリッドを強化
• 戦略分析と提言

企業一覧

• Accenture PLC
• Amperon Holdings, Inc.
• Capgemini SE
• Esmart Systems AS
• General Electric Company
• Globema sp. z o.o.
• GridPoint, Inc.
• Hitachi, Ltd.
• Hive Power SA
• Honeywell International Inc.
• Infosys Limited
• Innowatts
• International Business Machines Corporation
• Itron, Inc.
• Kevala Inc.
• Landis+Gyr
• Oracle Corporation
• Safegrid
• SAP SE
• Schneider Electric SE
• Sentient Energy, Inc.
• Siemens AG
• SparkMeter Inc.
• SteamaCo

LIST OF FIGURES

• FIGURE 1. SMART GRID ANALYTICS MARKET RESEARCH PROCESS
• FIGURE 2. SMART GRID ANALYTICS MARKET SIZE, 2023 VS 2030
• FIGURE 3. GLOBAL SMART GRID ANALYTICS MARKET SIZE, 2018-2030 (USD MILLION)
• FIGURE 4. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY REGION, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 5. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 6. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY OFFERING, 2023 VS 2030 (%)
• FIGURE 7. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY OFFERING, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 8. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY APPLICATION, 2023 VS 2030 (%)
• FIGURE 9. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY APPLICATION, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 10. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY DEPLOYMENT, 2023 VS 2030 (%)
• FIGURE 11. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY DEPLOYMENT, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 12. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY UTILITY TYPE, 2023 VS 2030 (%)
• FIGURE 13. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY UTILITY TYPE, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 14. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2023 VS 2030 (%)
• FIGURE 15. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 16. AMERICAS SMART GRID ANALYTICS MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
• FIGURE 17. AMERICAS SMART GRID ANALYTICS MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 18. UNITED STATES SMART GRID ANALYTICS MARKET SIZE, BY STATE, 2023 VS 2030 (%)
• FIGURE 19. UNITED STATES SMART GRID ANALYTICS MARKET SIZE, BY STATE, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 20. ASIA-PACIFIC SMART GRID ANALYTICS MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
• FIGURE 21. ASIA-PACIFIC SMART GRID ANALYTICS MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 22. EUROPE, MIDDLE EAST & AFRICA SMART GRID ANALYTICS MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
• FIGURE 23. EUROPE, MIDDLE EAST & AFRICA SMART GRID ANALYTICS MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 24. SMART GRID ANALYTICS MARKET SHARE, BY KEY PLAYER, 2023
• FIGURE 25. SMART GRID ANALYTICS MARKET, FPNV POSITIONING MATRIX, 2023

LIST OF TABLES

• TABLE 1. SMART GRID ANALYTICS MARKET SEGMENTATION & COVERAGE
• TABLE 2. UNITED STATES DOLLAR EXCHANGE RATE, 2018-2023
• TABLE 3. GLOBAL SMART GRID ANALYTICS MARKET SIZE, 2018-2030 (USD MILLION)
• TABLE 4. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 5. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
• TABLE 6. SMART GRID ANALYTICS MARKET DYNAMICS
• TABLE 7. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 8. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY SERVICES, BY REGION, 2018-2030 (USD MILLION)
• TABLE 9. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY MANAGED SERVICES, BY REGION, 2018-2030 (USD MILLION)
• TABLE 10. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY PROFESSIONAL SERVICES, BY REGION, 2018-2030 (USD MILLION)
• TABLE 11. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY SUPPORT & MAINTENANCE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 12. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY SYSTEM INTEGRATION & DEPLOYMENT, BY REGION, 2018-2030 (USD MILLION)
• TABLE 13. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY TRAINING & CONSULTING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 14. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 15. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 16. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY SOFTWARE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 17. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY METER ANALYTICS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 18. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY OPERATIONAL ANALYTICS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 19. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY RELIABILITY ANALYTICS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 20. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 21. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 22. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY ASSET MANAGEMENT, BY REGION, 2018-2030 (USD MILLION)
• TABLE 23. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY DEMAND RESPONSE ANALYTICS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 24. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY ENERGY FORECASTING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 25. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY GRID OPTIMIZATION, BY REGION, 2018-2030 (USD MILLION)
• TABLE 26. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY NETWORK MANAGEMENT, BY REGION, 2018-2030 (USD MILLION)
• TABLE 27. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 28. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY ON-CLOUD, BY REGION, 2018-2030 (USD MILLION)
• TABLE 29. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY ON-PREMISES, BY REGION, 2018-2030 (USD MILLION)
• TABLE 30. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY UTILITY TYPE, 2018-2030 (USD MILLION)
• TABLE 31. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY PRIVATE UTILITIES, BY REGION, 2018-2030 (USD MILLION)
• TABLE 32. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY PUBLIC UTILITIES, BY REGION, 2018-2030 (USD MILLION)
• TABLE 33. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 34. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY LARGE ENTERPRISES, BY REGION, 2018-2030 (USD MILLION)
• TABLE 35. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY SMALL & MEDIUM ENTERPRISES, BY REGION, 2018-2030 (USD MILLION)
• TABLE 36. AMERICAS SMART GRID ANALYTICS MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 37. AMERICAS SMART GRID ANALYTICS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 38. AMERICAS SMART GRID ANALYTICS MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 39. AMERICAS SMART GRID ANALYTICS MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 40. AMERICAS SMART GRID ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 41. AMERICAS SMART GRID ANALYTICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 42. AMERICAS SMART GRID ANALYTICS MARKET SIZE, BY UTILITY TYPE, 2018-2030 (USD MILLION)
• TABLE 43. AMERICAS SMART GRID ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 44. AMERICAS SMART GRID ANALYTICS MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
• TABLE 45. ARGENTINA SMART GRID ANALYTICS MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 46. ARGENTINA SMART GRID ANALYTICS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 47. ARGENTINA SMART GRID ANALYTICS MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 48. ARGENTINA SMART GRID ANALYTICS MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 49. ARGENTINA SMART GRID ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 50. ARGENTINA SMART GRID ANALYTICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 51. ARGENTINA SMART GRID ANALYTICS MARKET SIZE, BY UTILITY TYPE, 2018-2030 (USD MILLION)
• TABLE 52. ARGENTINA SMART GRID ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 53. BRAZIL SMART GRID ANALYTICS MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 54. BRAZIL SMART GRID ANALYTICS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 55. BRAZIL SMART GRID ANALYTICS MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 56. BRAZIL SMART GRID ANALYTICS MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 57. BRAZIL SMART GRID ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 58. BRAZIL SMART GRID ANALYTICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 59. BRAZIL SMART GRID ANALYTICS MARKET SIZE, BY UTILITY TYPE, 2018-2030 (USD MILLION)
• TABLE 60. BRAZIL SMART GRID ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 61. CANADA SMART GRID ANALYTICS MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 62. CANADA SMART GRID ANALYTICS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 63. CANADA SMART GRID ANALYTICS MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 64. CANADA SMART GRID ANALYTICS MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 65. CANADA SMART GRID ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 66. CANADA SMART GRID ANALYTICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 67. CANADA SMART GRID ANALYTICS MARKET SIZE, BY UTILITY TYPE, 2018-2030 (USD MILLION)
• TABLE 68. CANADA SMART GRID ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 69. MEXICO SMART GRID ANALYTICS MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 70. MEXICO SMART GRID ANALYTICS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 71. MEXICO SMART GRID ANALYTICS MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 72. MEXICO SMART GRID ANALYTICS MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 73. MEXICO SMART GRID ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 74. MEXICO SMART GRID ANALYTICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 75. MEXICO SMART GRID ANALYTICS MARKET SIZE, BY UTILITY TYPE, 2018-2030 (USD MILLION)
• TABLE 76. MEXICO SMART GRID ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 77. UNITED STATES SMART GRID ANALYTICS MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 78. UNITED STATES SMART GRID ANALYTICS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 79. UNITED STATES SMART GRID ANALYTICS MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 80. UNITED STATES SMART GRID ANALYTICS MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 81. UNITED STATES SMART GRID ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 82. UNITED STATES SMART GRID ANALYTICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 83. UNITED STATES SMART GRID ANALYTICS MARKET SIZE, BY UTILITY TYPE, 2018-2030 (USD MILLION)
• TABLE 84. UNITED STATES SMART GRID ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 85. UNITED STATES SMART GRID ANALYTICS MARKET SIZE, BY STATE, 2018-2030 (USD MILLION)
• TABLE 86. ASIA-PACIFIC SMART GRID ANALYTICS MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 87. ASIA-PACIFIC SMART GRID ANALYTICS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 88. ASIA-PACIFIC SMART GRID ANALYTICS MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 89. ASIA-PACIFIC SMART GRID ANALYTICS MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 90. ASIA-PACIFIC SMART GRID ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 91. ASIA-PACIFIC SMART GRID ANALYTICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 92. ASIA-PACIFIC SMART GRID ANALYTICS MARKET SIZE, BY UTILITY TYPE, 2018-2030 (USD MILLION)
• TABLE 93. ASIA-PACIFIC SMART GRID ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 94. ASIA-PACIFIC SMART GRID ANALYTICS MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
• TABLE 95. AUSTRALIA SMART GRID ANALYTICS MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 96. AUSTRALIA SMART GRID ANALYTICS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 97. AUSTRALIA SMART GRID ANALYTICS MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 98. AUSTRALIA SMART GRID ANALYTICS MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 99. AUSTRALIA SMART GRID ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 100. AUSTRALIA SMART GRID ANALYTICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 101. AUSTRALIA SMART GRID ANALYTICS MARKET SIZE, BY UTILITY TYPE, 2018-2030 (USD MILLION)
• TABLE 102. AUSTRALIA SMART GRID ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 103. CHINA SMART GRID ANALYTICS MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 104. CHINA SMART GRID ANALYTICS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 105. CHINA SMART GRID ANALYTICS MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 106. CHINA SMART GRID ANALYTICS MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 107. CHINA SMART GRID ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 108. CHINA SMART GRID ANALYTICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 109. CHINA SMART GRID ANALYTICS MARKET SIZE, BY UTILITY TYPE, 2018-2030 (USD MILLION)
• TABLE 110. CHINA SMART GRID ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 111. INDIA SMART GRID ANALYTICS MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 112. INDIA SMART GRID ANALYTICS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 113. INDIA SMART GRID ANALYTICS MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 114. INDIA SMART GRID ANALYTICS MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 115. INDIA SMART GRID ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 116. INDIA SMART GRID ANALYTICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 117. INDIA SMART GRID ANALYTICS MARKET SIZE, BY UTILITY TYPE, 2018-2030 (USD MILLION)
• TABLE 118. INDIA SMART GRID ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 119. INDONESIA SMART GRID ANALYTICS MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 120. INDONESIA SMART GRID ANALYTICS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 121. INDONESIA SMART GRID ANALYTICS MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 122. INDONESIA SMART GRID ANALYTICS MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 123. INDONESIA SMART GRID ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 124. INDONESIA SMART GRID ANALYTICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 125. INDONESIA SMART GRID ANALYTICS MARKET SIZE, BY UTILITY TYPE, 2018-2030 (USD MILLION)
• TABLE 126. INDONESIA SMART GRID ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 127. JAPAN SMART GRID ANALYTICS MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 128. JAPAN SMART GRID ANALYTICS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 129. JAPAN SMART GRID ANALYTICS MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 130. JAPAN SMART GRID ANALYTICS MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 131. JAPAN SMART GRID ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 132. JAPAN SMART GRID ANALYTICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 133. JAPAN SMART GRID ANALYTICS MARKET SIZE, BY UTILITY TYPE, 2018-2030 (USD MILLION)
• TABLE 134. JAPAN SMART GRID ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 135. MALAYSIA SMART GRID ANALYTICS MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 136. MALAYSIA SMART GRID ANALYTICS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 137. MALAYSIA SMART GRID ANALYTICS MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 138. MALAYSIA SMART GRID ANALYTICS MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 139. MALAYSIA SMART GRID ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 140. MALAYSIA SMART GRID ANALYTICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 141. MALAYSIA SMART GRID ANALYTICS MARKET SIZE, BY UTILITY TYPE, 2018-2030 (USD MILLION)
• TABLE 142. MALAYSIA SMART GRID ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 143. PHILIPPINES SMART GRID ANALYTICS MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 144. PHILIPPINES SMART GRID ANALYTICS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 145. PHILIPPINES SMART GRID ANALYTICS MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 146. PHILIPPINES SMART GRID ANALYTICS MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 147. PHILIPPINES SMART GRID ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 148. PHILIPPINES SMART GRID ANALYTICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 149. PHILIPPINES SMART GRID ANALYTICS MARKET SIZE, BY UTILITY TYPE, 2018-2030 (USD MILLION)
• TABLE 150. PHILIPPINES SMART GRID ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 151. SINGAPORE SMART GRID ANALYTICS MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 152. SINGAPORE SMART GRID ANALYTICS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 153. SINGAPORE SMART GRID ANALYTICS MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 154. SINGAPORE SMART GRID ANALYTICS MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 155. SINGAPORE SMART GRID ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 156. SINGAPORE SMART GRID ANALYTICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 157. SINGAPORE SMART GRID ANALYTICS MARKET SIZE, BY UTILITY TYPE, 2018-2030 (USD MILLION)
• TABLE 158. SINGAPORE SMART GRID ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 159. SOUTH KOREA SMART GRID ANALYTICS MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 160. SOUTH KOREA SMART GRID ANALYTICS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 161. SOUTH KOREA SMART GRID ANALYTICS MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 162. SOUTH KOREA SMART GRID ANALYTICS MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 163. SOUTH KOREA SMART GRID ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 164. SOUTH KOREA SMART GRID ANALYTICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 165. SOUTH KOREA SMART GRID ANALYTICS MARKET SIZE, BY UTILITY TYPE, 2018-2030 (USD MILLION)
• TABLE 166. SOUTH KOREA SMART GRID ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 167. TAIWAN SMART GRID ANALYTICS MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 168. TAIWAN SMART GRID ANALYTICS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 169. TAIWAN SMART GRID ANALYTICS MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 170. TAIWAN SMART GRID ANALYTICS MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 171. TAIWAN SMART GRID ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 172. TAIWAN SMART GRID ANALYTICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 173. TAIWAN SMART GRID ANALYTICS MARKET SIZE, BY UTILITY TYPE, 2018-2030 (USD MILLION)
• TABLE 174. TAIWAN SMART GRID ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 175. THAILAND SMART GRID ANALYTICS MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 176. THAILAND SMART GRID ANALYTICS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 177. THAILAND SMART GRID ANALYTICS MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 178. THAILAND SMART GRID ANALYTICS MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 179. THAILAND SMART GRID ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 180. THAILAND SMART GRID ANALYTICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 181. THAILAND SMART GRID ANALYTICS MARKET SIZE, BY UTILITY TYPE, 2018-2030 (USD MILLION)
• TABLE 182. THAILAND SMART GRID ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 183. VIETNAM SMART GRID ANALYTICS MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 184. VIETNAM SMART GRID ANALYTICS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 185. VIETNAM SMART GRID ANALYTICS MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 186. VIETNAM SMART GRID ANALYTICS MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 187. VIETNAM SMART GRID ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 188. VIETNAM SMART GRID ANALYTICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 189. VIETNAM SMART GRID ANALYTICS MARKET SIZE, BY UTILITY TYPE, 2018-2030 (USD MILLION)
• TABLE 190. VIETNAM SMART GRID ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 191. EUROPE, MIDDLE EAST & AFRICA SMART GRID ANALYTICS MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 192. EUROPE, MIDDLE EAST & AFRICA SMART GRID ANALYTICS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 193. EUROPE, MIDDLE EAST & AFRICA SMART GRID ANALYTICS MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 194. EUROPE, MIDDLE EAST & AFRICA SMART GRID ANALYTICS MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 195. EUROPE, MIDDLE EAST & AFRICA SMART GRID ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 196. EUROPE, MIDDLE EAST & AFRICA SMART GRID ANALYTICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 197. EUROPE, MIDDLE EAST & AFRICA SMART GRID ANALYTICS MARKET SIZE, BY UTILITY TYPE, 2018-2030 (USD MILLION)
• TABLE 198. EUROPE, MIDDLE EAST & AFRICA SMART GRID ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 199. EUROPE, MIDDLE EAST & AFRICA SMART GRID ANALYTICS MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
• TABLE 200. DENMARK SMART GRID ANALYTICS MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 201. DENMARK SMART GRID ANALYTICS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 202. DENMARK SMART GRID ANALYTICS MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 203. DENMARK SMART GRID ANALYTICS MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 204. DENMARK SMART GRID ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 205. DENMARK SMART GRID ANALYTICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 206. DENMARK SMART GRID ANALYTICS MARKET SIZE, BY UTILITY TYPE, 2018-2030 (USD MILLION)
• TABLE 207. DENMARK SMART GRID ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 208. EGYPT SMART GRID ANALYTICS MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 209. EGYPT SMART GRID ANALYTICS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 210. EGYPT SMART GRID ANALYTICS MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 211. EGYPT SMART GRID ANALYTICS MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 212. EGYPT SMART GRID ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 213. EGYPT SMART GRID ANALYTICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 214. EGYPT SMART GRID ANALYTICS MARKET SIZE, BY UTILITY TYPE, 2018-2030 (USD MILLION)
• TABLE 215. EGYPT SMART GRID ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 216. FINLAND SMART GRID ANALYTICS MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 217. FINLAND SMART GRID ANALYTICS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 218. FINLAND SMART GRID ANALYTICS MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 219. FINLAND SMART GRID ANALYTICS MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 220. FINLAND SMART GRID ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 221. FINLAND SMART GRID ANALYTICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 222. FINLAND SMART GRID ANALYTICS MARKET SIZE, BY UTILITY TYPE, 2018-2030 (USD MILLION)
• TABLE 223. FINLAND SMART GRID ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 224. FRANCE SMART GRID ANALYTICS MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 225. FRANCE SMART GRID ANALYTICS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 226. FRANCE SMART GRID ANALYTICS MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 227. FRANCE SMART GRID ANALYTICS MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 228. FRANCE SMART GRID ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 229. FRANCE SMART GRID ANALYTICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 230. FRANCE SMART GRID ANALYTICS MARKET SIZE, BY UTILITY TYPE, 2018-2030 (USD MILLION)
• TABLE 231. FRANCE SMART GRID ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 232. GERMANY SMART GRID ANALYTICS MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 233. GERMANY SMART GRID ANALYTICS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 234. GERMANY SMART GRID ANALYTICS MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 235. GERMANY SMART GRID ANALYTICS MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 236. GERMANY SMART GRID ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 237. GERMANY SMART GRID ANALYTICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 238. GERMANY SMART GRID ANALYTICS MARKET SIZE, BY UTILITY TYPE, 2018-2030 (USD MILLION)
• TABLE 239. GERMANY SMART GRID ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 240. ISRAEL SMART GRID ANALYTICS MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 241. ISRAEL SMART GRID ANALYTICS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 242. ISRAEL SMART GRID ANALYTICS MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 243. ISRAEL SMART GRID ANALYTICS MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 244. ISRAEL SMART GRID ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 245. ISRAEL SMART GRID ANALYTICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 246. ISRAEL SMART GRID ANALYTICS MARKET SIZE, BY UTILITY TYPE, 2018-2030 (USD MILLION)
• TABLE 247. ISRAEL SMART GRID ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 248. ITALY SMART GRID ANALYTICS MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 249. ITALY SMART GRID ANALYTICS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 250. ITALY SMART GRID ANALYTICS MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 251. ITALY SMART GRID ANALYTICS MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 252. ITALY SMART GRID ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 253. ITALY SMART GRID ANALYTICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 254. ITALY SMART GRID ANALYTICS MARKET SIZE, BY UTILITY TYPE, 2018-2030 (USD MILLION)
• TABLE 255. ITALY SMART GRID ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 256. NETHERLANDS SMART GRID ANALYTICS MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 257. NETHERLANDS SMART GRID ANALYTICS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 258. NETHERLANDS SMART GRID ANALYTICS MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 259. NETHERLANDS SMART GRID ANALYTICS MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 260. NETHERLANDS SMART GRID ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 261. NETHERLANDS SMART GRID ANALYTICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 262. NETHERLANDS SMART GRID ANALYTICS MARKET SIZE, BY UTILITY TYPE, 2018-2030 (USD MILLION)
• TABLE 263. NETHERLANDS SMART GRID ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 264. NIGERIA SMART GRID ANALYTICS MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 265. NIGERIA SMART GRID ANALYTICS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 266. NIGERIA SMART GRID ANALYTICS MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 267. NIGERIA SMART GRID ANALYTICS MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 268. NIGERIA SMART GRID ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 269. NIGERIA SMART GRID ANALYTICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 270. NIGERIA SMART GRID ANALYTICS MARKET SIZE, BY UTILITY TYPE, 2018-2030 (USD MILLION)
• TABLE 271. NIGERIA SMART GRID ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 272. NORWAY SMART GRID ANALYTICS MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 273. NORWAY SMART GRID ANALYTICS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 274. NORWAY SMART GRID ANALYTICS MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 275. NORWAY SMART GRID ANALYTICS MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 276. NORWAY SMART GRID ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 277. NORWAY SMART GRID ANALYTICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 278. NORWAY SMART GRID ANALYTICS MARKET SIZE, BY UTILITY TYPE, 2018-2030 (USD MILLION)
• TABLE 279. NORWAY SMART GRID ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 280. POLAND SMART GRID ANALYTICS MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 281. POLAND SMART GRID ANALYTICS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 282. POLAND SMART GRID ANALYTICS MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 283. POLAND SMART GRID ANALYTICS MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 284. POLAND SMART GRID ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 285. POLAND SMART GRID ANALYTICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 286. POLAND SMART GRID ANALYTICS MARKET SIZE, BY UTILITY TYPE, 2018-2030 (USD MILLION)
• TABLE 287. POLAND SMART GRID ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 288. QATAR SMART GRID ANALYTICS MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 289. QATAR SMART GRID ANALYTICS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 290. QATAR SMART GRID ANALYTICS MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 291. QATAR SMART GRID ANALYTICS MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 292. QATAR SMART GRID ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 293. QATAR SMART GRID ANALYTICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 294. QATAR SMART GRID ANALYTICS MARKET SIZE, BY UTILITY TYPE, 2018-2030 (USD MILLION)
• TABLE 295. QATAR SMART GRID ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 296. RUSSIA SMART GRID ANALYTICS MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 297. RUSSIA SMART GRID ANALYTICS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 298. RUSSIA SMART GRID ANALYTICS MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 299. RUSSIA SMART GRID ANALYTICS MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 300. RUSSIA SMART GRID ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 301. RUSSIA SMART GRID ANALYTICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 302. RUSSIA SMART GRID ANALYTICS MARKET SIZE, BY UTILITY TYPE, 2018-2030 (USD MILLION)
• TABLE 303. RUSSIA SMART GRID ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 304. SAUDI ARABIA SMART GRID ANALYTICS MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 305. SAUDI ARABIA SMART GRID ANALYTICS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 306. SAUDI ARABIA SMART GRID ANALYTICS MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 307. SAUDI ARABIA SMART GRID ANALYTICS MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 308. SAUDI ARABIA SMART GRID ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 309. SAUDI ARABIA SMART GRID ANALYTICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 310. SAUDI ARABIA SMART GRID ANALYTICS MARKET SIZE, BY UTILITY TYPE, 2018-2030 (USD MILLION)
• TABLE 311. SAUDI ARABIA SMART GRID ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 312. SOUTH AFRICA SMART GRID ANALYTICS MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 313. SOUTH AFRICA SMART GRID ANALYTICS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 314. SOUTH AFRICA SMART GRID ANALYTICS MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 315. SOUTH AFRICA SMART GRID ANALYTICS MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 316. SOUTH AFRICA SMART GRID ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 317. SOUTH AFRICA SMART GRID ANALYTICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 318. SOUTH AFRICA SMART GRID ANALYTICS MARKET SIZE, BY UTILITY TYPE, 2018-2030 (USD MILLION)
• TABLE 319. SOUTH AFRICA SMART GRID ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 320. SPAIN SMART GRID ANALYTICS MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 321. SPAIN SMART GRID ANALYTICS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 322. SPAIN SMART GRID ANALYTICS MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 323. SPAIN SMART GRID ANALYTICS MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 324. SPAIN SMART GRID ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 325. SPAIN SMART GRID ANALYTICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 326. SPAIN SMART GRID ANALYTICS MARKET SIZE, BY UTILITY TYPE, 2018-2030 (USD MILLION)
• TABLE 327. SPAIN SMART GRID ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 328. SWEDEN SMART GRID ANALYTICS MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 329. SWEDEN SMART GRID ANALYTICS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 330. SWEDEN SMART GRID ANALYTICS MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 331. SWEDEN SMART GRID ANALYTICS MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 332. SWEDEN SMART GRID ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 333. SWEDEN SMART GRID ANALYTICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 334. SWEDEN SMART GRID ANALYTICS MARKET SIZE, BY UTILITY TYPE, 2018-2030 (USD MILLION)
• TABLE 335. SWEDEN SMART GRID ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 336. SWITZERLAND SMART GRID ANALYTICS MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 337. SWITZERLAND SMART GRID ANALYTICS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 338. SWITZERLAND SMART GRID ANALYTICS MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 339. SWITZERLAND SMART GRID ANALYTICS MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 340. SWITZERLAND SMART GRID ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 341. SWITZERLAND SMART GRID ANALYTICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 342. SWITZERLAND SMART GRID ANALYTICS MARKET SIZE, BY UTILITY TYPE, 2018-2030 (USD MILLION)
• TABLE 343. SWITZERLAND SMART GRID ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 344. TURKEY SMART GRID ANALYTICS MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 345. TURKEY SMART GRID ANAL

The Smart Grid Analytics Market was valued at USD 7.26 billion in 2023, expected to reach USD 8.15 billion in 2024, and is projected to grow at a CAGR of 12.65%, to USD 16.73 billion by 2030.

Smart grid analytics is an integral domain of the energy sector that focuses on the application of advanced data analysis tools and practices to optimize grid operations. It encompasses a broad range of analytics, from monitoring electricity consumption patterns to predictive maintenance and fault detection. The necessity for smart grid analytics arises from the increasing complexity of electricity generation and distribution networks, heightened by the integration of renewable energy sources and increased demand from electric vehicles. These analytics are applied to enhance the efficiency and reliability of electricity delivery, reduce downtime, and foster advanced demand response strategies. Key end-users include utilities, government agencies, and energy management firms aiming to capitalize on cost savings and operational efficiencies.

Market insights reveal that the growth of smart grid analytics is chiefly influenced by factors such as the rising demand for energy efficiency, an increasing emphasis on carbon footprint reduction, and supportive government regulations promoting smart grid deployment. Opportunities abound mainly in regions undergoing power infrastructure transformation, with significant potential in real-time data analytics, AI-driven predictive insights, and the deployment of IoT-enabled smart devices. Companies can seize these opportunities by investing in AI and machine learning capabilities, forging strategic partnerships with tech firms, and fostering collaborative research initiatives to develop innovative solutions.

However, the market faces limitations such as high initial deployment costs, cybersecurity concerns, and the complexity of integrating legacy systems with modern analytics platforms. Overcoming these barriers requires innovative approaches in cybersecurity frameworks and flexible solution offerings that cater to diverse grid infrastructures. The best areas for innovation and research lie in enhancing cybersecurity measures, improving interoperability standards, and developing scalable analytics solutions that can handle large volumes of real-time data. The smart grid analytics market is dynamic and requires businesses to stay agile, continually adapt to technology advancements, and anticipate regulatory shifts to maintain a competitive edge.

Market Dynamics: Unveiling Key Market Insights in the Rapidly Evolving Smart Grid Analytics Market

The Smart Grid Analytics Market is undergoing transformative changes driven by a dynamic interplay of supply and demand factors. Understanding these evolving market dynamics prepares business organizations to make informed investment decisions, refine strategic decisions, and seize new opportunities. By gaining a comprehensive view of these trends, business organizations can mitigate various risks across political, geographic, technical, social, and economic domains while also gaining a clearer understanding of consumer behavior and its impact on manufacturing costs and purchasing trends.

• Market Drivers
  • Growing demand to enhance the efficiency and sustainability of energy consumption and distribution
  • Rise in the adoption of renewable energy sources across the globe
  • Regulatory support and government initiatives to promote the adoption of smart grid technologies
• Market Restraints
  • High initial investment and deployment costs associated with smart grid infrastructure
• Market Opportunities
  • Technological advancements in big data analytics and Artificial Intelligence
  • Expansion of smart city initiatives across the globe
• Market Challenges
  • Data privacy and security concerns associated with smart grid analytics

Porter's Five Forces: A Strategic Tool for Navigating the Smart Grid Analytics Market

Porter's five forces framework is a critical tool for understanding the competitive landscape of the Smart Grid Analytics Market. It offers business organizations with a clear methodology for evaluating their competitive positioning and exploring strategic opportunities. This framework helps businesses assess the power dynamics within the market and determine the profitability of new ventures. With these insights, business organizations can leverage their strengths, address weaknesses, and avoid potential challenges, ensuring a more resilient market positioning.

PESTLE Analysis: Navigating External Influences in the Smart Grid Analytics Market

External macro-environmental factors play a pivotal role in shaping the performance dynamics of the Smart Grid Analytics Market. Political, Economic, Social, Technological, Legal, and Environmental factors analysis provides the necessary information to navigate these influences. By examining PESTLE factors, businesses can better understand potential risks and opportunities. This analysis enables business organizations to anticipate changes in regulations, consumer preferences, and economic trends, ensuring they are prepared to make proactive, forward-thinking decisions.

Market Share Analysis: Understanding the Competitive Landscape in the Smart Grid Analytics Market

A detailed market share analysis in the Smart Grid Analytics Market provides a comprehensive assessment of vendors' performance. Companies can identify their competitive positioning by comparing key metrics, including revenue, customer base, and growth rates. This analysis highlights market concentration, fragmentation, and trends in consolidation, offering vendors the insights required to make strategic decisions that enhance their position in an increasingly competitive landscape.

FPNV Positioning Matrix: Evaluating Vendors' Performance in the Smart Grid Analytics Market

The Forefront, Pathfinder, Niche, Vital (FPNV) Positioning Matrix is a critical tool for evaluating vendors within the Smart Grid Analytics Market. This matrix enables business organizations to make well-informed decisions that align with their goals by assessing vendors based on their business strategy and product satisfaction. The four quadrants provide a clear and precise segmentation of vendors, helping users identify the right partners and solutions that best fit their strategic objectives.

Strategy Analysis & Recommendation: Charting a Path to Success in the Smart Grid Analytics Market

A strategic analysis of the Smart Grid Analytics Market is essential for businesses looking to strengthen their global market presence. By reviewing key resources, capabilities, and performance indicators, business organizations can identify growth opportunities and work toward improvement. This approach helps businesses navigate challenges in the competitive landscape and ensures they are well-positioned to capitalize on newer opportunities and drive long-term success.

Key Company Profiles

The report delves into recent significant developments in the Smart Grid Analytics Market, highlighting leading vendors and their innovative profiles. These include Accenture PLC, Amperon Holdings, Inc., Capgemini SE, Esmart Systems AS, General Electric Company, Globema sp. z o.o., GridPoint, Inc., Hitachi, Ltd., Hive Power SA, Honeywell International Inc., Infosys Limited, Innowatts, International Business Machines Corporation, Itron, Inc., Kevala Inc., Landis+Gyr, Oracle Corporation, Safegrid, SAP SE, Schneider Electric SE, Sentient Energy, Inc., Siemens AG, SparkMeter Inc., and SteamaCo.

Market Segmentation & Coverage

This research report categorizes the Smart Grid Analytics Market to forecast the revenues and analyze trends in each of the following sub-markets:

• Based on Offering, market is studied across Services and Software. The Services is further studied across Managed Services and Professional Services. The Professional Services is further studied across Support & Maintenance, System Integration & Deployment, and Training & Consulting. The Software is further studied across Meter Analytics, Operational Analytics, and Reliability Analytics.
• Based on Application, market is studied across Asset Management, Demand Response Analytics, Energy Forecasting, Grid Optimization, and Network Management.
• Based on Deployment, market is studied across On-Cloud and On-Premises.
• Based on Utility Type, market is studied across Private Utilities and Public Utilities.
• Based on Organization Size, market is studied across Large Enterprises and Small & Medium Enterprises.
• Based on Region, market is studied across Americas, Asia-Pacific, and Europe, Middle East & Africa. The Americas is further studied across Argentina, Brazil, Canada, Mexico, and United States. The United States is further studied across California, Florida, Illinois, New York, Ohio, Pennsylvania, and Texas. The Asia-Pacific is further studied across Australia, China, India, Indonesia, Japan, Malaysia, Philippines, Singapore, South Korea, Taiwan, Thailand, and Vietnam. The Europe, Middle East & Africa is further studied across Denmark, Egypt, Finland, France, Germany, Israel, Italy, Netherlands, Nigeria, Norway, Poland, Qatar, Russia, Saudi Arabia, South Africa, Spain, Sweden, Switzerland, Turkey, United Arab Emirates, and United Kingdom.

The report offers a comprehensive analysis of the market, covering key focus areas:

1. Market Penetration: A detailed review of the current market environment, including extensive data from top industry players, evaluating their market reach and overall influence.

2. Market Development: Identifies growth opportunities in emerging markets and assesses expansion potential in established sectors, providing a strategic roadmap for future growth.

3. Market Diversification: Analyzes recent product launches, untapped geographic regions, major industry advancements, and strategic investments reshaping the market.

4. Competitive Assessment & Intelligence: Provides a thorough analysis of the competitive landscape, examining market share, business strategies, product portfolios, certifications, regulatory approvals, patent trends, and technological advancements of key players.

5. Product Development & Innovation: Highlights cutting-edge technologies, R&D activities, and product innovations expected to drive future market growth.

The report also answers critical questions to aid stakeholders in making informed decisions:

1. What is the current market size, and what is the forecasted growth?

2. Which products, segments, and regions offer the best investment opportunities?

3. What are the key technology trends and regulatory influences shaping the market?

4. How do leading vendors rank in terms of market share and competitive positioning?

5. What revenue sources and strategic opportunities drive vendors' market entry or exit strategies?

Table of Contents

1. Preface

• 1.1. Objectives of the Study
• 1.2. Market Segmentation & Coverage
• 1.3. Years Considered for the Study
• 1.4. Currency & Pricing
• 1.5. Language
• 1.6. Stakeholders

2. Research Methodology

• 2.1. Define: Research Objective
• 2.2. Determine: Research Design
• 2.3. Prepare: Research Instrument
• 2.4. Collect: Data Source
• 2.5. Analyze: Data Interpretation
• 2.6. Formulate: Data Verification
• 2.7. Publish: Research Report
• 2.8. Repeat: Report Update

3. Executive Summary

4. Market Overview

5. Market Insights

• 5.1. Market Dynamics
  • 5.1.1. Drivers
    • 5.1.1.1. Growing demand to enhance the efficiency and sustainability of energy consumption and distribution
    • 5.1.1.2. Rise in the adoption of renewable energy sources across the globe
    • 5.1.1.3. Regulatory support and government initiatives to promote the adoption of smart grid technologies
  • 5.1.2. Restraints
    • 5.1.2.1. High initial investment and deployment costs associated with smart grid infrastructure
  • 5.1.3. Opportunities
    • 5.1.3.1. Technological advancements in big data analytics and Artificial Intelligence
    • 5.1.3.2. Expansion of smart city initiatives across the globe
  • 5.1.4. Challenges
    • 5.1.4.1. Data privacy and security concerns associated with smart grid analytics
• 5.2. Market Segmentation Analysis
  • 5.2.1. Offering: Growing adoption of meter analytics to improve billing accuracy and customer satisfaction by utility companies
  • 5.2.2. Deployment: Rising deployment of on-premises smart grid analytics due to enhanced security and compliance
• 5.3. Porter's Five Forces Analysis
  • 5.3.1. Threat of New Entrants
  • 5.3.2. Threat of Substitutes
  • 5.3.3. Bargaining Power of Customers
  • 5.3.4. Bargaining Power of Suppliers
  • 5.3.5. Industry Rivalry
• 5.4. PESTLE Analysis
  • 5.4.1. Political
  • 5.4.2. Economic
  • 5.4.3. Social
  • 5.4.4. Technological
  • 5.4.5. Legal
  • 5.4.6. Environmental

6. Smart Grid Analytics Market, by Offering

• 6.1. Introduction
• 6.2. Services
  • 6.2.1. Managed Services
  • 6.2.2. Professional Services
    • 6.2.2.1. Support & Maintenance
    • 6.2.2.2. System Integration & Deployment
    • 6.2.2.3. Training & Consulting
• 6.3. Software
  • 6.3.1. Meter Analytics
  • 6.3.2. Operational Analytics
  • 6.3.3. Reliability Analytics

7. Smart Grid Analytics Market, by Application

• 7.1. Introduction
• 7.2. Asset Management
• 7.3. Demand Response Analytics
• 7.4. Energy Forecasting
• 7.5. Grid Optimization
• 7.6. Network Management

8. Smart Grid Analytics Market, by Deployment

• 8.1. Introduction
• 8.2. On-Cloud
• 8.3. On-Premises

9. Smart Grid Analytics Market, by Utility Type

• 9.1. Introduction
• 9.2. Private Utilities
• 9.3. Public Utilities

10. Smart Grid Analytics Market, by Organization Size

• 10.1. Introduction
• 10.2. Large Enterprises
• 10.3. Small & Medium Enterprises

11. Americas Smart Grid Analytics Market

• 11.1. Introduction
• 11.2. Argentina
• 11.3. Brazil
• 11.4. Canada
• 11.5. Mexico
• 11.6. United States

12. Asia-Pacific Smart Grid Analytics Market

• 12.1. Introduction
• 12.2. Australia
• 12.3. China
• 12.4. India
• 12.5. Indonesia
• 12.6. Japan
• 12.7. Malaysia
• 12.8. Philippines
• 12.9. Singapore
• 12.10. South Korea
• 12.11. Taiwan
• 12.12. Thailand
• 12.13. Vietnam

13. Europe, Middle East & Africa Smart Grid Analytics Market

• 13.1. Introduction
• 13.2. Denmark
• 13.3. Egypt
• 13.4. Finland
• 13.5. France
• 13.6. Germany
• 13.7. Israel
• 13.8. Italy
• 13.9. Netherlands
• 13.10. Nigeria
• 13.11. Norway
• 13.12. Poland
• 13.13. Qatar
• 13.14. Russia
• 13.15. Saudi Arabia
• 13.16. South Africa
• 13.17. Spain
• 13.18. Sweden
• 13.19. Switzerland
• 13.20. Turkey
• 13.21. United Arab Emirates
• 13.22. United Kingdom

14. Competitive Landscape

• 14.1. Market Share Analysis, 2023
• 14.2. FPNV Positioning Matrix, 2023
• 14.3. Competitive Scenario Analysis
  • 14.3.1. Iberdrola and BCAM Partner to Revolutionize Power Grids with AI-driven Data Insights
  • 14.3.2. Siemens Launches Gridscale X, a Leap Towards Autonomous Grid Management and Enhanced Digital Transformation for Utilities
  • 14.3.3. Itron and Schneider Electric Partner to Enhance Smart Grid Through Advanced Data Analytics for Better Management of Distributed Energy Resources
• 14.4. Strategy Analysis & Recommendation

Companies Mentioned

• 1. Accenture PLC
• 2. Amperon Holdings, Inc.
• 3. Capgemini SE
• 4. Esmart Systems AS
• 5. General Electric Company
• 6. Globema sp. z o.o.
• 7. GridPoint, Inc.
• 8. Hitachi, Ltd.
• 9. Hive Power SA
• 10. Honeywell International Inc.
• 11. Infosys Limited
• 12. Innowatts
• 13. International Business Machines Corporation
• 14. Itron, Inc.
• 15. Kevala Inc.
• 16. Landis+Gyr
• 17. Oracle Corporation
• 18. Safegrid
• 19. SAP SE
• 20. Schneider Electric SE
• 21. Sentient Energy, Inc.
• 22. Siemens AG
• 23. SparkMeter Inc.
• 24. SteamaCo