Hardware in the Loop市場：タイプ（オープンループ、クローズドループ）、業種（自動車、航空宇宙、防衛、パワーエレクトロニクス、研究・教育）、地域（北米、APAC、欧州、その他の地域）別 - 2027年までの世界予測

Hardware in the Loop Market by Type (Open Loop, Closed Loop), Vertical (Automobile, Aerospace, Defense, Power Electronics, Research & Education) and Region (North America, APAC, Europe, Rest of the World) - Global Forecast to 2027

ハードウェアインザループの市場規模は、2022年に8億1700万米ドルと推定され、2027年には12億9100万米ドルに達すると予測され、2022年から2027年にかけて年率9.6％で成長する見込みです。自動車、航空宇宙、防衛... もっと見る

出版社	出版年月	電子版価格	ページ数	図表数	言語
MarketsandMarkets マーケッツアンドマーケッツ	2022年8月19日	US$4,950 シングルユーザライセンスライセンス・価格情報注文方法はこちら	186	203	英語

日本語のページは自動翻訳を利用し作成しています。

サマリー

ハードウェアインザループの市場規模は、2022年に8億1700万米ドルと推定され、2027年には12億9100万米ドルに達すると予測され、2022年から2027年にかけて年率9.6％で成長する見込みです。自動車、航空宇宙、防衛、半導体、エネルギーなどの多くの業界では、電子制御が重要な役割を果たす製品の開発段階で利用される期間の短縮に継続的に取り組んでいます。Vサイクルなどのモデルベース設計技術は、製品の開発段階における制御システムの開発を加速させるために、企業によって実装されています。制御システムのVサイクルの製品開発の最終段階では、ハードウェアインザループが使用されます。
航空機では、推進制御システム、アビオニクス、飛行制御システムなどの複雑な電気機械システムが、電子制御装置と機械部品を備えています。これらのシステムの進歩に伴い、その複雑さも増しているため、厳密なテストが必要となり、製品開発期間が長くなっています。ハードウェアインザループテストは、仮想環境とシステムシミュレーションを使用した早期テストなどの利点があり、これによりコントローラやコンポーネントのテストが可能になり、製品開発段階と並行してテストすることができます。これにより、テストと開発段階の期間を短縮することができます。

"クローズドループ"。ループ市場のハードウェアの中で最も速いタイプ"
クローズドループテストは、フィードバックループを持つコントローラーに対して行われます。コントローラはアクチュエータやセンサーから信号を受け取るため、機械の出力に誤差やドリフトがあった場合、それを修正することが重要です。ループ試験システムのハードウェアは、機械、システム、プラントをシミュレートするための物理的または数学的モデルを利用することで、この機能を模倣することができます。これにより、コントローラーが出力を達成するために望ましい状態で動作し、出力の誤差が修正されていることを確認できます。自動車分野での自律走行やADASの導入が進んでいることから、今後、ループシステムにおける閉ループハードウェアの需要が高まると予想される
「パワーエレクトロニクスハードウェア・イン・ザ・ループ市場の最速縦断"
Hardware in the Loop試験は、電気モーターやコンバーターなどのパワーエレクトロニクス機器に接続された負荷をシミュレーションすることで、これらの機器の試験を迅速かつ確実に行うのに役立ちます。パワーエレクトロニクスソリューションを提供する韓国企業LS Electricは、Typhoon HILシステムを使って制御工学上の問題をいくつか解決しています。同社は、15個のPower Electronic Building Block（PEBB）用の強力なコントローラ設計を設定し、並列動作と通信性能の検証を行うという課題に直面していました。Typhoon HILソリューションのマイクロ秒単位のリアルタイム検証を利用することで、システムの効率、信頼性、寿命の向上を目指し、複数のPEBB動作の高速コントローラを検証することができました。

"米国北米のハードウェア・イン・ザ・ループ市場で最も高いシェア"
米国は最大の航空宇宙市場を有しています。Hardware in the Loopテストは、同国の航空宇宙機器メーカーやサプライヤーに広く採用されている。ゼネラルエレクトリック、ロッキードマーチン、ボーイング、スペースX、ブルーオリジンなどが航空宇宙・防衛産業の有力企業として挙げられる。パワーエレクトロニクス部門は同国で強く、テキサス・インスツルメンツ、マグナ・パワー・エレクトロニクス、コロラド・パワー・エレクトロニクスなどの大手メーカーが、米国内の電力網、発電、配電のアプリケーションに対応しています。

本調査では、部品サプライヤーからティア1企業、OEMに至るまで、さまざまな業界専門家による洞察を掲載しています。主要な内訳は以下の通りです。
- 企業タイプ別ティア1 40％、ティア2 25％、ティア3 - 35
- 役職別役職別：Cレベル経営幹部35％、取締役28％、その他37
- 地域別地域別：欧州 - 45%、北米 - 30%、APAC - 20%、RoW-5%。
dSPACE GmbH（ドイツ）、NATIONAL INSTRUMENTS CORP.(米国）、Vector Informatic GmbH（ドイツ）、Elektrobit（ドイツ）、OPAL-RT Technologies（カナダ）、Speedgoat GmbH（スイス）、 Robert Bosch GmbH（ドイツ）、IPG Automotive GmbH（ドイツ）、Acutronic Holding AG（スイス）、Plexim GmbH（スイス）、 Konrad GmbH（ドイツ）、MicroNova （ドイツ）、LHP, Inc（米国）、Genuen （米国）。Genuen（米国）、Typhoon HIL（米国）、ModelingTech（中国）、Bloomy Controls（米国）、Controllab（オランダ）、Pickering Interfaces（英国）、Applus+（スペイン）、Add2 Limited（英国）、BlueHalo（米国）、Siemens（ドイツ）、Spirent Communication（米国）、UAV Navigation（スペイン）など多くの企業がHIPLA市場に参加しています。

調査対象範囲
このレポートは、ループ内ハードウェア市場をタイプ別、業種別、地域別に分類し、その市場規模を金額で予測しています。
また、ループ内ハードウェア市場における市場促進要因、阻害要因、機会、課題などを包括的にレビューしています。また、これらの市場の定量的側面に加え、定性的側面もカバーしています。
レポート購入の主なメリット
本レポートは、この市場のリーダー/新規参入者に、市場全体とサブセグメントの収益数値の最も近い概算に関する情報を提供するのに役立ちます。本レポートは、ステークホルダーが自社のビジネスをより良く位置づけ、適切な市場参入戦略を計画するために、より多くの洞察を得るのに役立ちます。また、本レポートは、関係者がループ内ハードウェア市場の鼓動を理解するのに役立ち、主要な市場促進要因、阻害要因、課題、機会に関する情報を提供します。

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1 INTRODUCTION 26
1.1 STUDY OBJECTIVES 26
1.2 DEFINITION 26
1.2.1 INCLUSIONS AND EXCLUSIONS 27
1.3 STUDY SCOPE 27
1.3.1 MARKETS COVERED 27
FIGURE 1 HARDWARE IN THE LOOP MARKET SEGMENTATION 27
1.3.2 GEOGRAPHIC SCOPE 28
1.3.3 YEARS CONSIDERED 28
1.4 CURRENCY CONSIDERED 28
1.5 STAKEHOLDERS 29
1.6 SUMMARY OF CHANGES 29
2 RESEARCH METHODOLOGY 30
2.1 INTRODUCTION 30
FIGURE 2 HARDWARE IN THE LOOP MARKET: RESEARCH DESIGN 30
2.1.1 SECONDARY AND PRIMARY RESEARCH 32
2.1.2 SECONDARY DATA 33
2.1.2.1 List of major secondary sources 33
2.1.2.2 Key data from secondary sources 33
2.1.3 PRIMARY DATA 34
2.1.3.1 List of key primary interview participants 34
2.1.3.2 Breakdown of primary Interviews 34
2.2 MARKET SIZE ESTIMATION 35
FIGURE 3 MARKET SIZE ESTIMATION METHODOLOGY: SUPPLY-SIDE ANALYSIS 35
FIGURE 4 MARKET SIZE ESTIMATION METHODOLOGY: APPROACH 2 (SUPPLY SIDE)—IDENTIFICATION OF REVENUE GENERATED BY COMPANIES FROM HARDWARE IN THE LOOP OFFERINGS 36
2.2.1 BOTTOM-UP APPROACH 37
2.2.1.1 Approach for arriving at market size using bottom-up analysis 37
FIGURE 5 MARKET SIZE ESTIMATION METHODOLOGY: BOTTOM-UP APPROACH 37
2.2.2 TOP-DOWN APPROACH 38
2.2.2.1 Approach for arriving at market size using top-down analysis 38
FIGURE 6 MARKET SIZE ESTIMATION METHODOLOGY: TOP-DOWN APPROACH 38
2.3 DATA TRIANGULATION 39
FIGURE 7 DATA TRIANGULATION: HARDWARE IN THE LOOP MARKET 39
2.4 RESEARCH ASSUMPTIONS 40
TABLE 1 RESEARCH ASSUMPTIONS: HARDWARE IN THE LOOP MARKET 40

2.5 LIMITATIONS 40
2.6 RISK ASSESSMENT 41
TABLE 2 LIMITATIONS AND ASSOCIATED RISKS 41
3 EXECUTIVE SUMMARY 42
3.1 GROWTH RATE ASSUMPTIONS/GROWTH FORECAST 43
FIGURE 8 OPEN LOOP SEGMENT TO DOMINATE MARKET DURING FORECAST PERIOD 43
FIGURE 9 AUTOMOBILE TO BE LARGEST VERTICAL SEGMENT OF HARDWARE IN THE LOOP MARKET DURING FORECAST PERIOD 44
FIGURE 10 ASIA PACIFIC HARDWARE IN THE LOOP MARKET TO GROW AT HIGHEST
CAGR FROM 2022 TO 2027 45
4 PREMIUM INSIGHTS 46
4.1 ATTRACTIVE OPPORTUNITIES IN HARDWARE IN THE LOOP MARKET 46
FIGURE 11 GROWING DEMAND FOR HARDWARE IN THE LOOP TECHNIQUES ACROSS ELECTRIC VEHICLE TESTING AND AUTONOMOUS DRIVING 46
4.2 HARDWARE IN THE LOOP MARKET IN NORTH AMERICA, BY COUNTRY AND BY VERTICAL 47
FIGURE 12 US AND AUTOMOBILE VERTICAL TO BE LARGEST SHAREHOLDERS OF NORTH AMERICAN HARDWARE IN THE LOOP MARKET IN 2022 47
4.3 HARDWARE IN THE LOOP MARKET IN ASIA PACIFIC, BY VERTICAL 47
FIGURE 13 POWER ELECTRONICS VERTICAL TO ACCOUNT FOR HIGHEST CAGR DURING FORECAST PERIOD 47
4.4 HARDWARE IN THE LOOP MARKET, BY COUNTRY 48
FIGURE 14 HARDWARE IN THE LOOP MARKET IN CHINA TO GROW AT HIGHEST CAGR FROM 2022 TO 2027 48
5 MARKET OVERVIEW 49
5.1 INTRODUCTION 49
5.2 MARKET DYNAMICS 49
FIGURE 15 HARDWARE IN THE LOOP MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES 49
5.2.1 DRIVERS 50
5.2.1.1 Technological advancements in electric and autonomous vehicles 50
5.2.1.2 Faster product development with early stages of testing using hardware in the loop 50
5.2.1.3 Growing demand in developing countries 51
FIGURE 16 HARDWARE IN THE LOOP MARKET: IMPACT ANALYSIS OF DRIVERS 52
5.2.2 RESTRAINTS 52
5.2.2.1 High cost of ownership and technical complexity in implementation 52
FIGURE 17 HARDWARE IN THE LOOP MARKET: IMPACT ANALYSIS OF RESTRAINTS 53
5.2.3 OPPORTUNITIES 53
5.2.3.1 Adoption in new application areas such as power electronics and industrial robotics 53
FIGURE 18 HARDWARE IN THE LOOP MARKET: IMPACT ANALYSIS OF OPPORTUNITIES 53

5.2.4 CHALLENGES 54
5.2.4.1 Complexity in creating real-time simulation 54
5.2.4.2 Reluctance to invest 54
FIGURE 19 HARDWARE IN THE LOOP MARKET: IMPACT ANALYSIS OF CHALLENGES 54
5.3 VALUE CHAIN ANALYSIS 54
FIGURE 20 HARDWARE IN THE LOOP MARKET: VALUE CHAIN ANALYSIS 55
5.4 PORTER’S FIVE FORCES ANALYSIS 55
TABLE 3 IMPACT OF PORTER’S FIVE FORCES ON HARDWARE IN THE LOOP MARKET, 2022–2027 57
5.5 KEY STAKEHOLDERS AND BUYING CRITERIA 58
5.5.1 KEY STAKEHOLDERS IN BUYING PROCESS 58
FIGURE 21 INFLUENCE OF STAKEHOLDERS IN BUYING PROCESS FOR TOP THREE VERTICALS 58
TABLE 4 INFLUENCE OF STAKEHOLDERS IN BUYING PROCESS FOR TOP THREE VERTICALS (%) 58
5.5.2 BUYING CRITERIA 59
FIGURE 22 KEY BUYING CRITERIA FOR TOP THREE VERTICALS 59
TABLE 5 KEY BUYING CRITERIA FOR TOP THREE VERTICALS 59
5.6 ECOSYSTEM ANALYSIS 60
FIGURE 23 HARDWARE IN THE LOOP MARKET: ECOSYSTEM 60
TABLE 6 HARDWARE IN TH LOOP MARKET: SUPPLY CHAIN 60
5.7 TRENDS/DISRUPTIONS IMPACTING CUSTOMERS 61
FIGURE 24 REVENUE SHIFT FOR HARDWARE IN THE LOOP MARKET 61
5.8 CASE STUDIES 62
5.8.1 MODULAR HARDWARE IN THE LOOP TEST SYSTEM FOR AUTOMOBILE
ECU TESTING 62
5.8.2 ELECTRIC PARKING BRAKE HARDWARE IN THE LOOP AND DURABILITY TEST 62
5.8.3 HARDWARE IN THE LOOP-POWERED DIGITAL TWIN MODEL FOR SMART ELECTRIC GRID RESEARCH 63
5.8.4 AUTOMATED VALIDATION OF RADAR SENSORS IN AUTOMOBILES 63
5.8.5 DEVELOPING HARDWARE IN THE LOOP SYSTEM FOR TESTING
HYDROGEN VEHICLES 63
5.9 TECHNOLOGY ANALYSIS 64
5.9.1 DIGITAL TWIN 64
5.9.2 VIRTUAL ENVIRONMENT SIMULATION FOR AUTONOMOUS VEHICLES 64
5.10 PRICING ANALYSIS 64
TABLE 7 AVERAGE SELLING PRICE OF HARDWARE IN THE LOOP 64
5.11 TRADE ANALYSIS 65
TABLE 8 IMPORT DATA, BY COUNTRY, 2017–2021, (USD MILLION) 65
FIGURE 25 IMPORT DATA, BY COUNTRY, 2017–2021 (USD MILLION) 65
TABLE 9 EXPORT DATA, BY COUNTRY, 2017–2021 (USD MILLION) 66
FIGURE 26 EXPORT DATA, BY COUNTRY, 2017–2021 (USD MILLION) 66

5.12 PATENT ANALYSIS 67
TABLE 10 IMPORTANT PATENTS IN HARDWARE IN THE LOOP MARKET, 2019–2021 68
5.13 TARIFF ANALYSIS 72
TABLE 11 MFN TARIFFS FOR MEASURING OR CHECKING INSTRUMENTS, APPLIANCES, AND MACHINES EXPORTED BY US 72
TABLE 12 MFN TARIFFS FOR MEASURING OR CHECKING INSTRUMENTS, APPLIANCES, AND MACHINES EXPORTED BY CHINA 72
TABLE 13 MFN TARIFF FOR MEASURING OR CHECKING INSTRUMENTS, APPLIANCES, AND MACHINES EXPORTED BY GERMANY 72
5.14 KEY CONFERENCES AND EVENTS, 2022–2023 73
TABLE 14 HARDWARE IN THE LOOP MARKET: DETAILED LIST OF CONFERENCES
AND EVENTS 73
5.15 REGULATORY LANDSCAPE 73
5.15.1 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 73
TABLE 15 NORTH AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 73
TABLE 16 EUROPE: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES,
AND OTHER ORGANIZATIONS 74
TABLE 17 ASIA PACIFIC: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES,
AND OTHER ORGANIZATIONS 75
6 HARDWARE IN THE LOOP MARKET, BY TYPE 77
6.1 INTRODUCTION 78
FIGURE 27 HARDWARE IN THE LOOP MARKET, BY TYPE 78
FIGURE 28 HARDWARE IN THE LOOP MARKET, BY TYPE, 2022–2027 78
TABLE 18 HARDWARE IN THE LOOP MARKET, BY TYPE, 2018–2021 (USD MILLION) 78
TABLE 19 HARDWARE IN THE LOOP MARKET, BY TYPE, 2022–2027 (USD MILLION) 79
6.2 OPEN LOOP 79
6.2.1 USED FOR TESTING SIMPLE OPEN-LOOP CONTROLLERS 79
TABLE 20 OPEN LOOP: HARDWARE IN THE LOOP MARKET, BY VERTICAL,
2018–2021 (USD MILLION) 80
TABLE 21 OPEN LOOP: HARDWARE IN THE LOOP MARKET, BY VERTICAL,
2022–2027 (USD MILLION) 80
6.3 CLOSED LOOP 80
6.3.1 USED TO TEST AND VALIDATE COMPLEX CONTROLLERS AND CONTROL SYSTEMS IN DYNAMIC TEST PLATFORM 80
TABLE 22 CLOSED LOOP: HARDWARE IN THE LOOP MARKET, BY VERTICAL,
2018–2021 (USD MILLION) 81
TABLE 23 CLOSED LOOP: HARDWARE IN THE LOOP MARKET, BY VERTICAL,
2022–2027 (USD MILLION) 81
7 HARDWARE IN THE LOOP MARKET, BY VERTICAL 82
7.1 INTRODUCTION 83
FIGURE 29 HARDWARE IN THE LOOP MARKET, BY VERTICAL 83
FIGURE 30 HARDWARE IN THE LOOP MARKET, BY VERTICAL, 2022–2027 84
TABLE 24 HARDWARE IN THE LOOP MARKET, BY VERTICAL, 2018–2021 (USD MILLION) 84
TABLE 25 HARDWARE IN THE LOOP MARKET, BY VERTICAL, 2022–2027 (USD MILLION) 84
7.2 AUTOMOBILE 85
7.2.1 ELIMINATE ERRORS IN EARLY STAGE OF VEHICLE DEVELOPMENT 85
TABLE 26 AUTOMOBILE VERTICAL: HARDWARE IN THE LOOP MARKET, BY REGION, 2018–2021 (USD MILLION) 86
TABLE 27 AUTOMOBILE VERTICAL: HARDWARE IN THE LOOP MARKET, BY REGION, 2022–2027 (USD MILLION) 86
TABLE 28 AUTOMOBILE VERTICAL: HARDWARE IN THE LOOP MARKET, BY TYPE,
2018–2021 (USD MILLION) 86
TABLE 29 AUTOMOBILE VERTICAL: HARDWARE IN THE LOOP MARKET, BY TYPE,
2022–2027 (USD MILLION) 86
TABLE 30 AUTOMOBILE VERTICAL: HARDWARE IN THE LOOP MARKET IN NORTH AMERICA, BY COUNTRY, 2018–2021 (USD MILLION) 87
TABLE 31 AUTOMOBILE VERTICAL: HARDWARE IN THE LOOP MARKET IN NORTH AMERICA, BY COUNTRY, 2022–2027 (USD MILLION) 87
TABLE 32 AUTOMOBILE VERTICAL: HARDWARE IN THE LOOP MARKET IN EUROPE,
BY COUNTRY, 2018–2021 (USD MILLION) 87
TABLE 33 AUTOMOBILE VERTICAL: HARDWARE IN THE LOOP MARKET IN EUROPE,
BY COUNTRY, 2022–2027 (USD MILLION) 87
TABLE 34 AUTOMOBILE VERTICAL: HARDWARE IN THE LOOP MARKET IN ASIA PACIFIC, BY COUNTRY, 2018–2021 (USD MILLION) 88
TABLE 35 AUTOMOBILE VERTICAL: HARDWARE IN THE LOOP MARKET IN ASIA PACIFIC, BY COUNTRY, 2022–2027 (USD MILLION) 88
TABLE 36 AUTOMOBILE VERTICAL: HARDWARE IN THE LOOP MARKET IN ROW,
BY REGION, 2018–2021 (USD MILLION) 88
TABLE 37 AUTOMOBILE VERTICAL: HARDWARE IN THE LOOP MARKET IN ROW,
BY REGION, 2022–2027 (USD MILLION) 88
7.3 AEROSPACE 89
7.3.1 HARDWARE IN THE LOOP SIMULATION ENABLES TESTING OF ECU FOR CRITICAL SYSTEMS 89
TABLE 38 AEROSPACE VERTICAL: HARDWARE IN THE LOOP MARKET, BY REGION, 2018–2021 (USD MILLION) 89
TABLE 39 AEROSPACE VERTICAL: HARDWARE IN THE LOOP MARKET, BY REGION, 2022–2027 (USD MILLION) 90
TABLE 40 AEROSPACE VERTICAL: HARDWARE IN THE LOOP MARKET, BY TYPE,
2018–2021 (USD MILLION) 90
TABLE 41 AEROSPACE VERTICAL: HARDWARE IN THE LOOP MARKET, BY TYPE,
2022–2027 (USD MILLION) 90
TABLE 42 AEROSPACE VERTICAL: HARDWARE IN THE LOOP MARKET IN NORTH AMERICA, BY COUNTRY, 2018–2021 (USD MILLION) 90
TABLE 43 AEROSPACE VERTICAL: HARDWARE IN THE LOOP MARKET IN NORTH AMERICA, BY COUNTRY, 2022–2027 (USD MILLION) 91
TABLE 44 AEROSPACE VERTICAL: HARDWARE IN THE LOOP MARKET IN EUROPE,
BY COUNTRY, 2018–2021 (USD MILLION) 91
TABLE 45 AEROSPACE VERTICAL: HARDWARE IN THE LOOP MARKET IN EUROPE,
BY COUNTRY, 2022–2027 (USD MILLION) 91
TABLE 46 AEROSPACE VERTICAL: HARDWARE IN THE LOOP MARKET IN ASIA PACIFIC, BY COUNTRY, 2018–2021 (USD MILLION) 92
TABLE 47 AEROSPACE VERTICAL: HARDWARE IN THE LOOP MARKET IN ASIA PACIFIC, BY COUNTRY, 2022–2027 (USD MILLION) 92
TABLE 48 AEROSPACE VERTICAL: HARDWARE IN THE LOOP MARKET IN ROW,
BY REGION, 2018–2021 (USD MILLION) 92
TABLE 49 AEROSPACE VERTICAL: HARDWARE IN THE LOOP MARKET IN ROW,
BY REGION, 2022–2027 (USD MILLION) 92
7.4 DEFENSE 93
7.4.1 COST-EFFECTIVE AND RELIABLE TESTING OF DEFENSE TECHNOLOGIES 93
TABLE 50 DEFENSE VERTICAL: HARDWARE IN THE LOOP MARKET, BY REGION,
2018–2021 (USD MILLION) 93
TABLE 51 DEFENSE VERTICAL: HARDWARE IN THE LOOP MARKET, BY REGION,
2022–2027 (USD MILLION) 93
TABLE 52 DEFENSE VERTICAL: HARDWARE IN THE LOOP MARKET, BY TYPE,
2018–2021 (USD MILLION) 94
TABLE 53 DEFENSE VERTICAL: HARDWARE IN THE LOOP MARKET, BY TYPE,
2022–2027 (USD MILLION) 94
TABLE 54 DEFENSE VERTICAL: HARDWARE IN THE LOOP MARKET IN NORTH AMERICA, BY COUNTRY, 2018–2021 (USD MILLION) 94
TABLE 55 DEFENSE VERTICAL: HARDWARE IN THE LOOP MARKET IN NORTH AMERICA, BY COUNTRY, 2022–2027 (USD MILLION) 94
TABLE 56 DEFENSE VERTICAL: HARDWARE IN THE LOOP MARKET IN EUROPE,
BY COUNTRY, 2018–2021 (USD MILLION) 95
TABLE 57 DEFENSE VERTICAL: HARDWARE IN THE LOOP MARKET IN EUROPE,
BY COUNTRY, 2022–2027 (USD MILLION) 95
TABLE 58 DEFENSE VERTICAL: HARDWARE IN THE LOOP MARKET IN ASIA PACIFIC,
BY COUNTRY, 2018–2021 (USD MILLION) 95
TABLE 59 DEFENSE VERTICAL: HARDWARE IN THE LOOP MARKET, IN ASIA PACIFIC,
BY COUNTRY, 2022–2027 (USD MILLION) 96
TABLE 60 DEFENSE VERTICAL: HARDWARE IN THE LOOP MARKET IN ROW, BY REGION, 2018–2021 (USD MILLION) 96
TABLE 61 DEFENSE VERTICAL: HARDWARE IN THE LOOP MARKET IN ROW, BY REGION, 2022–2027 (USD MILLION) 96
7.5 POWER ELECTRONICS 96
7.5.1 TESTING OF POWER ELECTRONIC DEVICES CRUCIAL FOR CONTINUOUS TESTING AND SIMULATION OF VARIOUS SCENARIOS IN ELECTRIC GRIDS 96
TABLE 62 POWER ELECTRONICS VERTICAL: HARDWARE IN THE LOOP MARKET,
BY REGION, 2018–2021 (USD MILLION) 97
TABLE 63 POWER ELECTRONICS VERTICAL: HARDWARE IN THE LOOP MARKET,
BY REGION, 2022–2027 (USD MILLION) 97
TABLE 64 POWER ELECTRONICS VERTICAL: HARDWARE IN THE LOOP MARKET, BY TYPE, 2018–2021 (USD MILLION) 98
TABLE 65 POWER ELECTRONICS VERTICAL: HARDWARE IN THE LOOP MARKET, BY TYPE, 2022–2027 (USD MILLION) 98
TABLE 66 POWER ELECTRONICS VERTICAL: HARDWARE IN THE LOOP MARKET
IN NORTH AMERICA, BY COUNTRY, 2018–2021 (USD MILLION) 98
TABLE 67 POWER ELECTRONICS VERTICAL: HARDWARE IN THE LOOP MARKET
IN NORTH AMERICA, BY COUNTRY, 2022–2027 (USD MILLION) 98
TABLE 68 POWER ELECTRONICS VERTICAL: HARDWARE IN THE LOOP MARKET
IN EUROPE, BY COUNTRY, 2018–2021 (USD MILLION) 99
TABLE 69 POWER ELECTRONICS VERTICAL: HARDWARE IN THE LOOP MARKET IN EUROPE, BY COUNTRY, 2022–2027 (USD MILLION) 99
TABLE 70 POWER ELECTRONICS VERTICAL: HARDWARE IN THE LOOP MARKET IN
ASIA PACIFIC, BY COUNTRY, 2018–2021 (USD MILLION) 99
TABLE 71 POWER ELECTRONICS VERTICAL: HARDWARE IN THE LOOP MARKET IN
ASIA PACIFIC, BY COUNTRY, 2022–2027 (USD MILLION) 100
TABLE 72 POWER ELECTRONICS VERTICAL: HARDWARE IN THE LOOP MARKET IN ROW, BY REGION, 2018–2021 (USD MILLION) 100
TABLE 73 POWER ELECTRONICS VERTICAL: HARDWARE IN THE LOOP MARKET IN ROW, BY REGION, 2022–2027 (USD MILLION) 100
7.6 RESEARCH & EDUCATION 100
7.6.1 HARDWARE IN THE LOOP SIMULATION PROVIDES RELIABLE VIRTUAL TESTING OF ECU FOR RESEARCH AND ACADEMIC STUDIES 100
TABLE 74 RESEARCH & EDUCATION VERTICAL: HARDWARE IN THE LOOP MARKET,
BY REGION, 2018–2021 (USD MILLION) 101
TABLE 75 RESEARCH & EDUCATION VERTICAL: HARDWARE IN THE LOOP MARKET,
BY REGION, 2022–2027 (USD MILLION) 101
TABLE 76 RESEARCH & EDUCATION VERTICAL: HARDWARE IN THE LOOP MARKET,
BY TYPE, 2018–2021 (USD MILLION) 101
TABLE 77 RESEARCH & EDUCATION VERTICAL: HARDWARE IN THE LOOP MARKET,
BY TYPE, 2022–2027 (USD MILLION) 102
TABLE 78 RESEARCH & EDUCATION VERTICAL: HARDWARE IN THE LOOP MARKET IN NORTH AMERICA, BY COUNTRY, 2018–2021 (USD MILLION) 102
TABLE 79 RESEARCH & EDUCATION VERTICAL: HARDWARE IN THE LOOP MARKET IN NORTH AMERICA, BY COUNTRY, 2022–2027 (USD MILLION) 102
TABLE 80 RESEARCH & EDUCATION VERTICAL: HARDWARE IN THE LOOP MARKET IN EUROPE, BY COUNTRY, 2018–2021 (USD MILLION) 102
TABLE 81 RESEARCH & EDUCATION VERTICAL: HARDWARE IN THE LOOP MARKET IN EUROPE, BY COUNTRY, 2022–2027 (USD MILLION) 103
TABLE 82 RESEARCH & EDUCATION VERTICAL: HARDWARE IN THE LOOP MARKET IN ASIA PACIFIC, BY COUNTRY, 2018–2021 (USD MILLION) 103
TABLE 83 RESEARCH & EDUCATION VERTICAL: HARDWARE IN THE LOOP MARKET IN ASIA PACIFIC, BY COUNTRY, 2022–2027 (USD MILLION) 103
TABLE 84 RESEARCH & EDUCATION VERTICAL: HARDWARE IN THE LOOP MARKET IN ROW, BY REGION, 2018–2021 (USD MILLION) 103
TABLE 85 RESEARCH & EDUCATION VERTICAL: HARDWARE IN THE LOOP MARKET IN ROW, BY REGION, 2022–2027 (USD MILLION) 104
7.7 OTHERS 104
TABLE 86 OTHER VERTICALS: HARDWARE IN THE LOOP MARKET, BY REGION,
2018–2021 (USD MILLION) 104
TABLE 87 OTHER VERTICALS: HARDWARE IN THE LOOP MARKET, BY REGION,
2022–2027 (USD MILLION) 105
TABLE 88 OTHER VERTICALS: HARDWARE IN THE LOOP MARKET, BY TYPE,
2018–2021 (USD MILLION) 105
TABLE 89 OTHER VERTICALS: HARDWARE IN THE LOOP MARKET, BY TYPE,
2022–2027 (USD MILLION) 105
TABLE 90 OTHER VERTICALS: HARDWARE IN THE LOOP MARKET IN NORTH AMERICA,
BY COUNTRY, 2018–2021 (USD MILLION) 105
TABLE 91 OTHER VERTICALS: HARDWARE IN THE LOOP MARKET IN NORTH AMERICA,
BY COUNTRY, 2022–2027 (USD MILLION) 106
TABLE 92 OTHER VERTICALS: HARDWARE IN THE LOOP MARKET IN EUROPE,
BY COUNTRY, 2018–2021 (USD MILLION) 106
TABLE 93 OTHER VERTICALS: HARDWARE IN THE LOOP MARKET IN EUROPE,
BY COUNTRY, 2022–2027 (USD MILLION) 106
TABLE 94 OTHER VERTICALS: HARDWARE IN THE LOOP MARKET IN ASIA PACIFIC,
BY COUNTRY, 2018–2021 (USD MILLION) 107
TABLE 95 OTHER VERTICALS: HARDWARE IN THE LOOP MARKET IN ASIA PACIFIC,
BY COUNTRY, 2022–2027 (USD MILLION) 107
TABLE 96 OTHER VERTICALS: HARDWARE IN THE LOOP MARKET IN ROW, BY REGION, 2018–2021 (USD MILLION) 107
TABLE 97 OTHER VERTICALS: HARDWARE IN THE LOOP MARKET IN ROW, BY REGION, 2022–2027 (USD MILLION) 107
8 HARDWARE IN THE LOOP MARKET, BY REGION 108
8.1 INTRODUCTION 109
FIGURE 31 HARDWARE IN THE LOOP MARKET, BY REGION, 2022–2027 109
TABLE 98 HARDWARE IN THE LOOP MARKET, BY REGION, 2018–2021 (USD MILLION) 109
TABLE 99 HARDWARE IN THE LOOP MARKET, BY REGION, 2022–2027 (USD MILLION) 109
8.2 NORTH AMERICA 110
FIGURE 32 NORTH AMERICA: HARDWARE IN THE LOOP MARKET SNAPSHOT 111
TABLE 100 NORTH AMERICA: HARDWARE IN THE LOOP MARKET, BY VERTICAL,
2018–2021 (USD MILLION) 111
TABLE 101 NORTH AMERICA: HARDWARE IN THE LOOP MARKET, BY VERTICAL,
2022–2027 (USD MILLION) 112
TABLE 102 NORTH AMERICA: HARDWARE IN THE LOOP MARKET, BY COUNTRY,
2018–2021 (USD MILLION) 112
TABLE 103 NORTH AMERICA: HARDWARE IN THE LOOP MARKET, BY COUNTRY,
2022–2027 (USD MILLION) 112
8.2.1 US 113
8.2.1.1 Leads the market in North America 113
8.2.2 CANADA 113
8.2.2.1 Electric vehicles to boost demand for hardware in the loop testing of equipment and various control systems 113
8.2.3 MEXICO 114
8.2.3.1 Growing investments from automobile manufacturers to propel demand for hardware in the loop systems 114
8.3 EUROPE 115
FIGURE 33 EUROPE: HARDWARE IN THE LOOP MARKET SNAPSHOT 115
TABLE 104 EUROPE: HARDWARE IN THE LOOP MARKET, BY VERTICAL,
2018–2021 (USD MILLION) 116
TABLE 105 EUROPE: HARDWARE IN THE LOOP MARKET, BY VERTICAL,
2022–2027 (USD MILLION) 116
TABLE 106 EUROPE: HARDWARE IN THE LOOP MARKET, BY COUNTRY,
2018–2021 (USD MILLION) 116
TABLE 107 EUROPE: HARDWARE IN THE LOOP MARKET, BY COUNTRY,
2022–2027 (USD MILLION) 117
8.3.1 UK 117
8.3.1.1 Development of power infrastructure with the addition of renewable energy sources to further boost demand for testing power electronics 117
8.3.2 GERMANY 118
8.3.2.1 Leads technological development in electronics, automobiles, industrial automation, and power generation and transmission 118
8.3.3 FRANCE 118
8.3.3.1 Increasing trend of robotics to enhance the hardware in the loop market for testing and simulation 118
8.3.4 REST OF EUROPE 118
8.4 ASIA PACIFIC 119
FIGURE 34 ASIA PACIFIC: HARDWARE IN THE LOOP MARKET SNAPSHOT 119
TABLE 108 ASIA PACIFIC: HARDWARE IN THE LOOP MARKET, BY VERTICAL,
2018–2021 (USD MILLION) 120
TABLE 109 ASIA PACIFIC: HARDWARE IN THE LOOP MARKET, BY VERTICAL,
2022–2027 (USD MILLION) 120
TABLE 110 ASIA PACIFIC: HARDWARE IN THE LOOP MARKET, BY COUNTRY,
2018–2021 (USD MILLION) 120
TABLE 111 ASIA PACIFIC: HARDWARE IN THE LOOP MARKET, BY COUNTRY,
2022–2027 (USD MILLION) 121
8.4.1 CHINA 121
8.4.1.1 To witness highest growth globally 121
8.4.2 INDIA 121
8.4.2.1 Development of electric vehicles to create potential for new plants for testing and simulation 121
8.4.3 JAPAN 122
8.4.3.1 Growth of power electronics sector for testing inverters and DC-DC converters 122
8.4.4 REST OF ASIA PACIFIC 122
8.5 ROW 123
TABLE 112 ROW: HARDWARE IN THE LOOP MARKET, BY VERTICAL,
2018–2021 (USD MILLION) 123
TABLE 113 ROW: HARDWARE IN THE LOOP MARKET, BY VERTICAL,
2022–2027 (USD MILLION) 123
TABLE 114 ROW: HARDWARE IN THE LOOP MARKET, BY REGION,
2018–2021 (USD MILLION) 123
TABLE 115 ROW: HARDWARE IN THE LOOP MARKET, BY REGION,
2022–2027 (USD MILLION) 124
8.5.1 SOUTH AMERICA 124
8.5.1.1 Automobile manufacturers to boost development of electric vehicles 124
8.5.2 MIDDLE EAST & AFRICA 124
8.5.2.1 Growing investment opportunities from automobile manufacturers 124

9 COMPETITIVE LANDSCAPE 125
9.1 OVERVIEW 125
9.2 MARKET EVALUATION FRAMEWORK 125
TABLE 116 OVERVIEW OF STRATEGIES DEPLOYED BY KEY HARDWARE IN THE LOOP PLAYERS 125
9.2.1 PRODUCT PORTFOLIO 125
9.2.2 REGIONAL FOCUS 126
9.2.3 MANUFACTURING FOOTPRINT 126
9.2.4 ORGANIC/INORGANIC GROWTH STRATEGIES 126
9.3 MARKET SHARE ANALYSIS: HARDWARE IN THE LOOP MARKET, 2021 126
TABLE 117 DEGREE OF COMPETITION 126
9.4 COMPANY EVALUATION MATRIX 128
9.4.1 STARS 128
9.4.2 EMERGING LEADERS 128
9.4.3 PERVASIVE COMPANIES 128
9.4.4 PARTICIPANTS 128
FIGURE 35 COMPANY EVALUATION MATRIX, 2021 129
9.5 START-UP/SME EVALUATION MATRIX 130
9.5.1 PROGRESSIVE COMPANIES 130
9.5.2 RESPONSIVE COMPANIES 130
9.5.3 DYNAMIC COMPANIES 130
9.5.4 STARTING BLOCKS 130
FIGURE 36 START-UP/SME EVALUATION MATRIX, 2021 131
9.6 HARDWARE IN THE LOOP MARKET: COMPANY FOOTPRINT 132
TABLE 118 COMPANY FOOTPRINT (25 COMPANIES) 132
TABLE 119 FOOTPRINT OF DIFFERENT TYPES OF HARDWARE IN THE LOOP OFFERED
BY DIFFERENT COMPANIES 133
TABLE 120 FOOTPRINT OF DIFFERENT COMPANIES ACROSS DIFFERENT VERTICALS 134
TABLE 121 REGIONAL FOOTPRINT OF DIFFERENT COMPANIES 135
9.7 COMPETITIVE BENCHMARKING 136
TABLE 122 HARDWARE IN THE LOOP MARKET: DETAILED LIST OF KEY START-UPS/SMES 136
TABLE 123 HARDWARE IN THE LOOP MARKET: COMPETITIVE BENCHMARKING OF
KEY START-UPS/SMES 137
9.8 COMPETITIVE SITUATIONS AND TRENDS 138
9.8.1 PRODUCT LAUNCHES AND DEVELOPMENTS 138
TABLE 124 PRODUCT LAUNCHES, NOVEMBER 2019–APRIL 2022 138
9.8.2 DEALS 140
TABLE 125 DEALS, NOVEMBER 2019–MARCH 2022 140

10 COMPANY PROFILES 145
(Business overview, Products offered, Recent Developments, MNM view)*
10.1 KEY PLAYERS 145
10.1.1 DSPACE 145
TABLE 126 DSPACE: COMPANY OVERVIEW 145
TABLE 127 DSPACE: PRODUCT OFFERINGS 145
10.1.2 NATIONAL INSTRUMENTS 149
TABLE 128 NATIONAL INSTRUMENTS: COMPANY OVERVIEW 149
FIGURE 37 NATIONAL INSTRUMENTS: COMPANY SNAPSHOT 150
TABLE 129 NATIONAL INSTRUMENTS: PRODUCT OFFERINGS 150
10.1.3 VECTOR INFORMATIK 154
TABLE 130 VECTOR INFORMATIK: COMPANY OVERVIEW 154
TABLE 131 VECTOR INFORMATIK: PRODUCT OFFERINGS 154
10.1.4 ELEKTROBIT AUTOMOTIVE 157
TABLE 132 ELEKTROBIT AUTOMOTIVE: COMPANY OVERVIEW 157
TABLE 133 ELEKTROBIT AUTOMOTIVE: PRODUCT OFFERINGS 157
10.1.5 OPAL-RT TECHNOLOGIES 159
TABLE 134 OPAL-RT TECHNOLOGIES: COMPANY OVERVIEW 159
TABLE 135 OPAL RT TECHNOLOGIES: PRODUCT OFFERINGS 159
10.1.6 SPEEDGOAT 162
TABLE 136 SPEEDGOAT: BUSINESS OVERVIEW 162
TABLE 137 SPEEDGOAT: PRODUCT OFFERINGS 162
10.1.7 BOSCH 164
TABLE 138 BOSCH: BUSINESS OVERVIEW 164
FIGURE 38 BOSCH: COMPANY SNAPSHOT 165
TABLE 139 BOSCH: PRODUCT OFFERINGS 165
10.1.8 IPG AUTOMOTIVE 166
TABLE 140 IPG AUTOMOTIVE: COMPANY OVERVIEW 166
TABLE 141 IPG AUTOMOTIVE: PRODUCT OFFERINGS 166
10.1.9 ACUTRONIC 168
TABLE 142 ACUTRONIC: COMPANY OVERVIEW 168
TABLE 143 ACUTRONIC: PRODUCT OFFERINGS 168
10.1.10 PLEXIM 170
TABLE 144 PLEXIM: COMPANY OVERVIEW 170
TABLE 145 PLEXIM: PRODUCT OFFERINGS 170
10.1.11 KONRAD TECHNOLOGIES 171
TABLE 146 KONRAD TECHNOLOGIES: COMPANY OVERVIEW 171
TABLE 147 KONRAD TECHNOLOGIES: PRODUCT OFFERINGS 171
10.1.12 MICRONOVA 173
TABLE 148 MICRONOVA: COMPANY OVERVIEW 173
TABLE 149 MICRONOVA: PRODUCT OFFERINGS 173
10.1.13 LHP ENGINEERING SOLUTION 175
TABLE 150 LHP ENGINEERING SOLUTION: COMPANY OVERVIEW 175
TABLE 151 LHP ENGINEERING SOLUTION: PRODUCT OFFERINGS 175
10.1.14 GENUEN 176
TABLE 152 GENUEN: COMPANY OVERVIEW 176
TABLE 153 GENUEN: PRODUCT OFFERINGS 176
10.1.15 TYPHOON HIL 178
TABLE 154 TYPHOON HIL: BUSINESS OVERVIEW 178
TABLE 155 TYPHOON HIL: PRODUCT OFFERINGS 178
10.2 OTHER PLAYERS 180
10.2.1 MODELINGTECH 180
TABLE 156 MODELINGTECH: COMPANY OVERVIEW 180
10.2.2 BLOOMY CONTROLS 181
TABLE 157 BLOOMY CONTROLS: COMPANY OVERVIEW 181
10.2.3 CONTROLLAB 181
TABLE 158 CONTROLLAB: COMPANY OVERVIEW 181
10.2.4 PICKERING INTERFACES 182
TABLE 159 PICKERING INTERFACES: COMPANY OVERVIEW 182
10.2.5 APPLUS+ 183
TABLE 160 APPLUS+: COMPANY OVERVIEW 183
10.2.6 ADD2 LIMITED 184
TABLE 161 ADD2 LIMITED: COMPANY OVERVIEW 184
10.2.7 BLUEHALO 184
TABLE 162 BLUEHALO: COMPANY OVERVIEW 184
10.2.8 SIEMENS 185
TABLE 163 SIEMENS: COMPANY OVERVIEW 185
10.2.9 SPIRENT COMMUNICATIONS 185
TABLE 164 SPIRENT COMMUNICATIONS: COMPANY OVERVIEW 185
10.2.10 UAV NAVIGATION 186
TABLE 165 UAV NAVIGATION: COMPANY OVERVIEW 186
*Details on Business overview, Products offered, Recent Developments, MNM view might not be captured in case of unlisted companies.
11 APPENDIX 187
11.1 DISCUSSION GUIDE 187
11.2 KNOWLEDGESTORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL 189
11.3 CUSTOMIZATION OPTIONS 191
11.4 RELATED REPORTS 191
11.5 AUTHOR DETAILS 192

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Table of Contents

Summary

The hardware in the loop market size is estimated to be valued at USD 817 million in 2022 and is projected to reach USD 1,291 million by 2027, growing at a CAGR of 9.6% from 2022 to 2027. Many industries such as automobile, aerospace, defense, semiconductor, and energy are continuously working on reducing the time period utilized in product development stages where electronic controls are a crucial part of the product. Model-based design techniques such as V-cycle are implemented by companies to speed up the development of control systems during the development phase of a product. Hardware in the loop is used in the last stage of the V-cycle product development of control systems.
In aircraft, complex electromechanical systems such as propulsion control systems, avionics, and flight control systems have electronic controllers and mechanical components. With the advancement in these systems, their complexity also increases, which requires rigorous testing, thus increasing the product development time. Hardware in the loop testing provides benefits such as early testing using a virtual environment and system simulations; this allows testing of the controllers and components, which can be tested in tandem with the product development phase. This reduces the time duration of the testing and development phases.

“Closed Loop: The fastest type in hardware in the loop market”
Closed loop testing is done on controllers that have a feedback loop. It is important to correct any error or drift in the output of the machine as the controller will receive a signal from the actuator or sensor. Hardware in the loop test system can mimic this functionality by utilizing a physics or mathematical model for simulating the machine, system, or plant. This will ensure the controller is operating in the desired state to achieve the output and is correcting any error in the output. The rising implementation of autonomous driving and ADAS across the automotive sector is expected to boost the demand for closed loop hardware in the loop systems in the future
“Power electronics: Fastest vertical of hardware in the loop market”
Hardware in the loop testing helps in testing power electronic devices, such as electric motors and converters, by simulating the load connected to it; this helps in faster and reliable testing of these devices.LS Electric, a South Korean company providing power electronics solutions, used Typhoon HIL system to resolve some of the control engineering problems. The company faced the challenge of setting up a strong controller design for 15 Power Electronic Building Block (PEBB), with verification for parallel operations and communication performance. Using Typhoon HIL solution’s real-time verification on a microsecond time-step scale, it was able to verify its high-speed controller for multiple PEBB operations with the aim of increasing the efficiency, reliability, and longevity of the system.

“US: The highest market share in North American hardware in the loop market”
The US has the largest aerospace market. Hardware in the loop testing is widely adopted by the manufacturers and suppliers of aerospace equipment in the country. General Electric, Lockheed Martin, Boeing, SpaceX, and Blue Origin are some of the prominent players in the aerospace and defense industries. The power electronics sector is strong in the country, with major manufacturers such as Texas Instruments, Magna Power Electronics, and Colorado Power Electronics catering to the power grid, power generation, and distribution applications in the US.

The study contains insights from various industry experts, ranging from component suppliers to Tier 1 companies and OEMs. The break-up of the primaries is as follows:
• By Company Type: Tier 1– 40%, Tier 2– 25%, and Tier 3 – 35%
• By Designation: C-level Executives– 35%, Directors– 28%, and Others – 37%
• By Region: Europe– 45%,North America– 30%,APAC– 20%,RoW– 5%
dSPACE GmbH (Germany), NATIONAL INSTRUMENTS CORP. (US), Vector Informatic GmbH (Germany), Elektrobit (Germany), OPAL-RT Technologies (Canada), Speedgoat GmbH (Switzerland), Robert Bosch GmbH (Germany), IPG Automotive GmbH (Germany), Acutronic Holding AG (Switzerland), Plexim GmbH (Switzerland), Konrad GmbH (Germany), MicroNova (Germany), LHP, Inc (US), Genuen (US), Typhoon HIL (US), ModelingTech (China), Bloomy Controls (US), Controllab (Netherlands), Pickering Interfaces (UK), Applus+ (Spain), Add2 Limited (UK), BlueHalo (US), Siemens (Germany), Spirent Communication (US), and UAV Navigation (Spain)are among the many players in the hardware in the loop market.

Research Coverage:
The report segments the hardware in the loop market and forecasts its size, by value, based on by type, vertical, and region.
The report also provides a comprehensive review of market drivers, restraints, opportunities, and challenges in the hardware in the loop market. The report also covers qualitative aspects in addition to the quantitative aspects of these markets.
Key Benefits of Buying the Report
The report will help the leaders/new entrants in this market with information on the closest approximations of the revenue numbers for the overall market and the sub-segments. This report will help stakeholders and gain more insights to better position their businesses and plan suitable go-to-market strategies. The report also helps stakeholders understand the pulse of the hardware in the loop market and provides them information on key market drivers, restraints, challenges, and opportunities.

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Hardware in the Loop市場：タイプ（オープンループ、クローズドループ）、業種（自動車、航空宇宙、防衛、パワーエレクトロニクス、研究・教育）、地域（北米、APAC、欧州、その他の地域）別 - 2027年までの世界予測

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Summary

Table of Contents

ご注文は、お電話またはWEBから承ります。お見積もりの作成もお気軽にご相談ください。

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