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レポート概要
GlobalInfoResearchの最新の調査によると、世界のモジュール式ビンピッキング装置の市場規模は2022年のxxx米ドルから2029年にはxxx米ドルと推定され、xxx%の成長率で成長すると予想されます。新型コロナウイルス感染症とロシア・ウクライナ戦争の影響を考慮しながら市場規模を推計しました。 このレポートは、世界のモジュール式ビンピッキング装置市場に関する詳細かつ包括的な分析の結果です。定量的分析と定性的分析データが、メーカー別、地域別、国別、種類別、用途別に記載されています。 市場は常に変化しているため、本レポートでは、競争、需要と供給の傾向、および多くの市場にわたる需要の変化に影響する主要な要因を調査しました。主要な競合他社の企業概要と製品例、および2023年の市場シェア予測も記載しました。 本レポートの主な目的は次のとおりです。 - 世界および主要国の市場機会の規模を決定するため - モジュール式ビンピッキング装置の成長可能性を評価するため - 各製品および最終用途市場の将来の成長を予測するため - 市場に影響を与える競争要因を評価するため モジュール式ビンピッキング装置市場は種類と用途によって区分されます。2018年~2029年において、量と金額の観点から種類別および用途別セグメントの売上予測データを提供します。この分析は、適格なニッチ市場をターゲットにすることでビジネスを拡大するのに役立ちます。 種類別セグメント ・半自動型、全自動型 用途別セグメント ・工業、医療、その他 主要な市場プレーヤー ・Zivid、Solomon、CMES、Pickit、Mech-Mind Robotics、Canon、Alsontech、Photoneo、Apera AI、Roboception、ASTM International、Robotiq、Omron、ABB Robotics、Bosch Research、Apera、AccuPick、Cognex、TM Robotics 地域別セグメントは次の地域・国をカバーします。 ・北米(米国、カナダ、メキシコ) ・ヨーロッパ(ドイツ、フランス、イギリス、ロシア、イタリア) ・アジア太平洋(日本、中国、韓国、インド、東南アジア、オーストラリア) ・南アメリカ(ブラジル、アルゼンチン、コロンビア) ・中東およびアフリカ(サウジアラビア、UAE、エジプト、南アフリカ) 本調査レポートの内容は計15章あります。 ・第1章では、モジュール式ビンピッキング装置製品の調査範囲、市場の概要、市場の成長要因・阻害要因、および市場動向について説明します。 ・第2章では、主要なモジュール式ビンピッキング装置メーカーの企業概要、2019年~2022年までのモジュール式ビンピッキング装置の価格、販売量、売上、市場シェアを掲載しています。 ・第3章では、主要なモジュール式ビンピッキング装置メーカーの競争状況、販売量、売上、世界市場シェアが重点的に比較分析されています。 ・第4章では、2018年~2029年までの地域別モジュール式ビンピッキング装置の販売量、売上、成長性を示しています。 ・第5、6章では、2018年~2029年までのモジュール式ビンピッキング装置の種類別と用途別の市場規模、市場シェアと成長率を掲載しています。 ・第7、8、9、10、11章では、2018年~2022年までの世界の主要国での販売量、売上、市場シェア、並びに2023年~2029年までの主要地域でのモジュール式ビンピッキング装置市場予測を収録しています。 ・第12章では、市場力学、成長要因、阻害要因、トレンド、ポーターズファイブフォース分析、新型コロナウイルス感染症とロシア・ウクライナ戦争の影響を掲載しています。 ・第13章では、主要な原材料、主要なサプライヤー、およびモジュール式ビンピッキング装置の産業チェーンを掲載しています。 ・第14、15章では、モジュール式ビンピッキング装置の販売チャネル、販売業者、顧客、調査結果について説明します。 ***** 目次(一部) ***** ・市場概要 - モジュール式ビンピッキング装置の概要 - 種類別分析(2018年vs2022年vs2029年):半自動型、全自動型 - 用途別分析(2018年vs2022年vs2029年):工業、医療、その他 - 世界のモジュール式ビンピッキング装置市場規模・予測 - 世界のモジュール式ビンピッキング装置生産能力分析 - 市場の成長要因・阻害要因・動向 ・メーカー情報(企業概要、製品概要、販売量、価格、売上) - Zivid、Solomon、CMES、Pickit、Mech-Mind Robotics、Canon、Alsontech、Photoneo、Apera AI、Roboception、ASTM International、Robotiq、Omron、ABB Robotics、Bosch Research、Apera、AccuPick、Cognex、TM Robotics ・メーカー別市場シェア・市場集中度 ・地域別市場分析2018年-2029年 ・種類別分析2018年-2029年:半自動型、全自動型 ・用途別分析2018年-2029年:工業、医療、その他 ・モジュール式ビンピッキング装置の北米市場 - 種類別市場規模2018年-2029年 - 用途別市場規模2018年-2029年 - 主要国別市場規模:アメリカ、カナダ、メキシコなど ・モジュール式ビンピッキング装置のヨーロッパ市場 - 種類別市場規模2018年-2029年 - 用途別市場規模2018年-2029年 - 主要国別市場規模:ドイツ、イギリス、フランス、ロシア、イタリアなど ・モジュール式ビンピッキング装置のアジア市場 - 種類別市場規模2018年-2029年 - 用途別市場規模2018年-2029年 - 主要国別市場規模:中国、日本、韓国、インド、東南アジア、オーストラリアなど ・モジュール式ビンピッキング装置の南米市場 - 種類別市場規模2018年-2029年 - 用途別市場規模2018年-2029年 - 主要国別市場規模:ブラジル、アルゼンチンなど ・モジュール式ビンピッキング装置の中東・アフリカ市場 - 種類別市場規模2018年-2029年 - 用途別市場規模2018年-2029年 - 主要国別市場規模:サウジアラビア、トルコ、エジプト、南アフリカなど ・市場力学(成長要因、阻害要因、トレンド、ポーターズファイブフォース分析) ・原材料および産業チェーン ・販売チャネル、流通業者・代理店、顧客リスト ・調査の結果・結論 |
According to our (Global Info Research) latest study, the global Modular Bin Picking System market size was valued at USD million in 2022 and is forecast to a readjusted size of USD million by 2029 with a CAGR of % during review period. The influence of COVID-19 and the Russia-Ukraine War were considered while estimating market sizes.
This report is a detailed and comprehensive analysis for global Modular Bin Picking System market. Both quantitative and qualitative analyses are presented by manufacturers, by region & country, by Type and by Application. As the market is constantly changing, this report explores the competition, supply and demand trends, as well as key factors that contribute to its changing demands across many markets. Company profiles and product examples of selected competitors, along with market share estimates of some of the selected leaders for the year 2023, are provided.
Key Features:
Global Modular Bin Picking System market size and forecasts, in consumption value ($ Million), sales quantity (K Units), and average selling prices (US$/Unit), 2018-2029
Global Modular Bin Picking System market size and forecasts by region and country, in consumption value ($ Million), sales quantity (K Units), and average selling prices (US$/Unit), 2018-2029
Global Modular Bin Picking System market size and forecasts, by Type and by Application, in consumption value ($ Million), sales quantity (K Units), and average selling prices (US$/Unit), 2018-2029
Global Modular Bin Picking System market shares of main players, shipments in revenue ($ Million), sales quantity (K Units), and ASP (US$/Unit), 2018-2023.
The Primary Objectives in This Report Are:
To determine the size of the total market opportunity of global and key countries
To assess the growth potential for Modular Bin Picking System
To forecast future growth in each product and end-use market
To assess competitive factors affecting the marketplace.
This report profiles key players in the global Modular Bin Picking System market based on the following parameters – company overview, production, value, price, gross margin, product portfolio, geographical presence, and key developments. Key companies covered as a part of this study include Zivid, Solomon, CMES, Pickit and Mech-Mind Robotics, etc.
This report also provides key insights about market drivers, restraints, opportunities, new product launches or approvals, COVID-19 and Russia-Ukraine War Influence.
Market Segmentation
Modular Bin Picking System market is split by Type and by Application. For the period 2018-2029, the growth among segments provides accurate calculations and forecasts for consumption value by Type, and by Application in terms of volume and value. This analysis can help you expand your business by targeting qualified niche markets.
Market segment by Type
Semi-automatic Type
Fully Automatic Type
Market segment by Application
Industrial
Medical Industry
Others
Major players covered
Zivid
Solomon
CMES
Pickit
Mech-Mind Robotics
Canon
Alsontech
Photoneo
Apera AI
Roboception
ASTM International
Robotiq
Omron
ABB Robotics
Bosch Research
Apera
AccuPick
Cognex
TM Robotics
Market segment by region, regional analysis covers
North America (United States, Canada and Mexico)
Europe (Germany, France, United Kingdom, Russia, Italy, and Rest of Europe)
Asia-Pacific (China, Japan, Korea, India, Southeast Asia, and Australia)
South America (Brazil, Argentina, Colombia, and Rest of South America)
Middle East & Africa (Saudi Arabia, UAE, Egypt, South Africa, and Rest of Middle East & Africa)
The content of the study subjects, includes a total of 15 chapters:
Chapter 1, to describe Modular Bin Picking System product scope, market overview, market estimation caveats and base year.
Chapter 2, to profile the top manufacturers of Modular Bin Picking System, with price, sales, revenue and global market share of Modular Bin Picking System from 2018 to 2023.
Chapter 3, the Modular Bin Picking System competitive situation, sales quantity, revenue and global market share of top manufacturers are analyzed emphatically by landscape contrast.
Chapter 4, the Modular Bin Picking System breakdown data are shown at the regional level, to show the sales quantity, consumption value and growth by regions, from 2018 to 2029.
Chapter 5 and 6, to segment the sales by Type and application, with sales market share and growth rate by type, application, from 2018 to 2029.
Chapter 7, 8, 9, 10 and 11, to break the sales data at the country level, with sales quantity, consumption value and market share for key countries in the world, from 2017 to 2022.and Modular Bin Picking System market forecast, by regions, type and application, with sales and revenue, from 2024 to 2029.
Chapter 12, market dynamics, drivers, restraints, trends, Porters Five Forces analysis, and Influence of COVID-19 and Russia-Ukraine War.
Chapter 13, the key raw materials and key suppliers, and industry chain of Modular Bin Picking System.
Chapter 14 and 15, to describe Modular Bin Picking System sales channel, distributors, customers, research findings and conclusion.
1 Market Overview
1.1 Product Overview and Scope of Modular Bin Picking System
1.2 Market Estimation Caveats and Base Year
1.3 Market Analysis by Type
1.3.1 Overview: Global Modular Bin Picking System Consumption Value by Type: 2018 Versus 2022 Versus 2029
1.3.2 Semi-automatic Type
1.3.3 Fully Automatic Type
1.4 Market Analysis by Application
1.4.1 Overview: Global Modular Bin Picking System Consumption Value by Application: 2018 Versus 2022 Versus 2029
1.4.2 Industrial
1.4.3 Medical Industry
1.4.4 Others
1.5 Global Modular Bin Picking System Market Size & Forecast
1.5.1 Global Modular Bin Picking System Consumption Value (2018 & 2022 & 2029)
1.5.2 Global Modular Bin Picking System Sales Quantity (2018-2029)
1.5.3 Global Modular Bin Picking System Average Price (2018-2029)
2 Manufacturers Profiles
2.1 Zivid
2.1.1 Zivid Details
2.1.2 Zivid Major Business
2.1.3 Zivid Modular Bin Picking System Product and Services
2.1.4 Zivid Modular Bin Picking System Sales Quantity, Average Price, Revenue, Gross Margin and Market Share (2018-2023)
2.1.5 Zivid Recent Developments/Updates
2.2 Solomon
2.2.1 Solomon Details
2.2.2 Solomon Major Business
2.2.3 Solomon Modular Bin Picking System Product and Services
2.2.4 Solomon Modular Bin Picking System Sales Quantity, Average Price, Revenue, Gross Margin and Market Share (2018-2023)
2.2.5 Solomon Recent Developments/Updates
2.3 CMES
2.3.1 CMES Details
2.3.2 CMES Major Business
2.3.3 CMES Modular Bin Picking System Product and Services
2.3.4 CMES Modular Bin Picking System Sales Quantity, Average Price, Revenue, Gross Margin and Market Share (2018-2023)
2.3.5 CMES Recent Developments/Updates
2.4 Pickit
2.4.1 Pickit Details
2.4.2 Pickit Major Business
2.4.3 Pickit Modular Bin Picking System Product and Services
2.4.4 Pickit Modular Bin Picking System Sales Quantity, Average Price, Revenue, Gross Margin and Market Share (2018-2023)
2.4.5 Pickit Recent Developments/Updates
2.5 Mech-Mind Robotics
2.5.1 Mech-Mind Robotics Details
2.5.2 Mech-Mind Robotics Major Business
2.5.3 Mech-Mind Robotics Modular Bin Picking System Product and Services
2.5.4 Mech-Mind Robotics Modular Bin Picking System Sales Quantity, Average Price, Revenue, Gross Margin and Market Share (2018-2023)
2.5.5 Mech-Mind Robotics Recent Developments/Updates
2.6 Canon
2.6.1 Canon Details
2.6.2 Canon Major Business
2.6.3 Canon Modular Bin Picking System Product and Services
2.6.4 Canon Modular Bin Picking System Sales Quantity, Average Price, Revenue, Gross Margin and Market Share (2018-2023)
2.6.5 Canon Recent Developments/Updates
2.7 Alsontech
2.7.1 Alsontech Details
2.7.2 Alsontech Major Business
2.7.3 Alsontech Modular Bin Picking System Product and Services
2.7.4 Alsontech Modular Bin Picking System Sales Quantity, Average Price, Revenue, Gross Margin and Market Share (2018-2023)
2.7.5 Alsontech Recent Developments/Updates
2.8 Photoneo
2.8.1 Photoneo Details
2.8.2 Photoneo Major Business
2.8.3 Photoneo Modular Bin Picking System Product and Services
2.8.4 Photoneo Modular Bin Picking System Sales Quantity, Average Price, Revenue, Gross Margin and Market Share (2018-2023)
2.8.5 Photoneo Recent Developments/Updates
2.9 Apera AI
2.9.1 Apera AI Details
2.9.2 Apera AI Major Business
2.9.3 Apera AI Modular Bin Picking System Product and Services
2.9.4 Apera AI Modular Bin Picking System Sales Quantity, Average Price, Revenue, Gross Margin and Market Share (2018-2023)
2.9.5 Apera AI Recent Developments/Updates
2.10 Roboception
2.10.1 Roboception Details
2.10.2 Roboception Major Business
2.10.3 Roboception Modular Bin Picking System Product and Services
2.10.4 Roboception Modular Bin Picking System Sales Quantity, Average Price, Revenue, Gross Margin and Market Share (2018-2023)
2.10.5 Roboception Recent Developments/Updates
2.11 ASTM International
2.11.1 ASTM International Details
2.11.2 ASTM International Major Business
2.11.3 ASTM International Modular Bin Picking System Product and Services
2.11.4 ASTM International Modular Bin Picking System Sales Quantity, Average Price, Revenue, Gross Margin and Market Share (2018-2023)
2.11.5 ASTM International Recent Developments/Updates
2.12 Robotiq
2.12.1 Robotiq Details
2.12.2 Robotiq Major Business
2.12.3 Robotiq Modular Bin Picking System Product and Services
2.12.4 Robotiq Modular Bin Picking System Sales Quantity, Average Price, Revenue, Gross Margin and Market Share (2018-2023)
2.12.5 Robotiq Recent Developments/Updates
2.13 Omron
2.13.1 Omron Details
2.13.2 Omron Major Business
2.13.3 Omron Modular Bin Picking System Product and Services
2.13.4 Omron Modular Bin Picking System Sales Quantity, Average Price, Revenue, Gross Margin and Market Share (2018-2023)
2.13.5 Omron Recent Developments/Updates
2.14 ABB Robotics
2.14.1 ABB Robotics Details
2.14.2 ABB Robotics Major Business
2.14.3 ABB Robotics Modular Bin Picking System Product and Services
2.14.4 ABB Robotics Modular Bin Picking System Sales Quantity, Average Price, Revenue, Gross Margin and Market Share (2018-2023)
2.14.5 ABB Robotics Recent Developments/Updates
2.15 Bosch Research
2.15.1 Bosch Research Details
2.15.2 Bosch Research Major Business
2.15.3 Bosch Research Modular Bin Picking System Product and Services
2.15.4 Bosch Research Modular Bin Picking System Sales Quantity, Average Price, Revenue, Gross Margin and Market Share (2018-2023)
2.15.5 Bosch Research Recent Developments/Updates
2.16 Apera
2.16.1 Apera Details
2.16.2 Apera Major Business
2.16.3 Apera Modular Bin Picking System Product and Services
2.16.4 Apera Modular Bin Picking System Sales Quantity, Average Price, Revenue, Gross Margin and Market Share (2018-2023)
2.16.5 Apera Recent Developments/Updates
2.17 AccuPick
2.17.1 AccuPick Details
2.17.2 AccuPick Major Business
2.17.3 AccuPick Modular Bin Picking System Product and Services
2.17.4 AccuPick Modular Bin Picking System Sales Quantity, Average Price, Revenue, Gross Margin and Market Share (2018-2023)
2.17.5 AccuPick Recent Developments/Updates
2.18 Cognex
2.18.1 Cognex Details
2.18.2 Cognex Major Business
2.18.3 Cognex Modular Bin Picking System Product and Services
2.18.4 Cognex Modular Bin Picking System Sales Quantity, Average Price, Revenue, Gross Margin and Market Share (2018-2023)
2.18.5 Cognex Recent Developments/Updates
2.19 TM Robotics
2.19.1 TM Robotics Details
2.19.2 TM Robotics Major Business
2.19.3 TM Robotics Modular Bin Picking System Product and Services
2.19.4 TM Robotics Modular Bin Picking System Sales Quantity, Average Price, Revenue, Gross Margin and Market Share (2018-2023)
2.19.5 TM Robotics Recent Developments/Updates
3 Competitive Environment: Modular Bin Picking System by Manufacturer
3.1 Global Modular Bin Picking System Sales Quantity by Manufacturer (2018-2023)
3.2 Global Modular Bin Picking System Revenue by Manufacturer (2018-2023)
3.3 Global Modular Bin Picking System Average Price by Manufacturer (2018-2023)
3.4 Market Share Analysis (2022)
3.4.1 Producer Shipments of Modular Bin Picking System by Manufacturer Revenue ($MM) and Market Share (%): 2022
3.4.2 Top 3 Modular Bin Picking System Manufacturer Market Share in 2022
3.4.2 Top 6 Modular Bin Picking System Manufacturer Market Share in 2022
3.5 Modular Bin Picking System Market: Overall Company Footprint Analysis
3.5.1 Modular Bin Picking System Market: Region Footprint
3.5.2 Modular Bin Picking System Market: Company Product Type Footprint
3.5.3 Modular Bin Picking System Market: Company Product Application Footprint
3.6 New Market Entrants and Barriers to Market Entry
3.7 Mergers, Acquisition, Agreements, and Collaborations
4 Consumption Analysis by Region
4.1 Global Modular Bin Picking System Market Size by Region
4.1.1 Global Modular Bin Picking System Sales Quantity by Region (2018-2029)
4.1.2 Global Modular Bin Picking System Consumption Value by Region (2018-2029)
4.1.3 Global Modular Bin Picking System Average Price by Region (2018-2029)
4.2 North America Modular Bin Picking System Consumption Value (2018-2029)
4.3 Europe Modular Bin Picking System Consumption Value (2018-2029)
4.4 Asia-Pacific Modular Bin Picking System Consumption Value (2018-2029)
4.5 South America Modular Bin Picking System Consumption Value (2018-2029)
4.6 Middle East and Africa Modular Bin Picking System Consumption Value (2018-2029)
5 Market Segment by Type
5.1 Global Modular Bin Picking System Sales Quantity by Type (2018-2029)
5.2 Global Modular Bin Picking System Consumption Value by Type (2018-2029)
5.3 Global Modular Bin Picking System Average Price by Type (2018-2029)
6 Market Segment by Application
6.1 Global Modular Bin Picking System Sales Quantity by Application (2018-2029)
6.2 Global Modular Bin Picking System Consumption Value by Application (2018-2029)
6.3 Global Modular Bin Picking System Average Price by Application (2018-2029)
7 North America
7.1 North America Modular Bin Picking System Sales Quantity by Type (2018-2029)
7.2 North America Modular Bin Picking System Sales Quantity by Application (2018-2029)
7.3 North America Modular Bin Picking System Market Size by Country
7.3.1 North America Modular Bin Picking System Sales Quantity by Country (2018-2029)
7.3.2 North America Modular Bin Picking System Consumption Value by Country (2018-2029)
7.3.3 United States Market Size and Forecast (2018-2029)
7.3.4 Canada Market Size and Forecast (2018-2029)
7.3.5 Mexico Market Size and Forecast (2018-2029)
8 Europe
8.1 Europe Modular Bin Picking System Sales Quantity by Type (2018-2029)
8.2 Europe Modular Bin Picking System Sales Quantity by Application (2018-2029)
8.3 Europe Modular Bin Picking System Market Size by Country
8.3.1 Europe Modular Bin Picking System Sales Quantity by Country (2018-2029)
8.3.2 Europe Modular Bin Picking System Consumption Value by Country (2018-2029)
8.3.3 Germany Market Size and Forecast (2018-2029)
8.3.4 France Market Size and Forecast (2018-2029)
8.3.5 United Kingdom Market Size and Forecast (2018-2029)
8.3.6 Russia Market Size and Forecast (2018-2029)
8.3.7 Italy Market Size and Forecast (2018-2029)
9 Asia-Pacific
9.1 Asia-Pacific Modular Bin Picking System Sales Quantity by Type (2018-2029)
9.2 Asia-Pacific Modular Bin Picking System Sales Quantity by Application (2018-2029)
9.3 Asia-Pacific Modular Bin Picking System Market Size by Region
9.3.1 Asia-Pacific Modular Bin Picking System Sales Quantity by Region (2018-2029)
9.3.2 Asia-Pacific Modular Bin Picking System Consumption Value by Region (2018-2029)
9.3.3 China Market Size and Forecast (2018-2029)
9.3.4 Japan Market Size and Forecast (2018-2029)
9.3.5 Korea Market Size and Forecast (2018-2029)
9.3.6 India Market Size and Forecast (2018-2029)
9.3.7 Southeast Asia Market Size and Forecast (2018-2029)
9.3.8 Australia Market Size and Forecast (2018-2029)
10 South America
10.1 South America Modular Bin Picking System Sales Quantity by Type (2018-2029)
10.2 South America Modular Bin Picking System Sales Quantity by Application (2018-2029)
10.3 South America Modular Bin Picking System Market Size by Country
10.3.1 South America Modular Bin Picking System Sales Quantity by Country (2018-2029)
10.3.2 South America Modular Bin Picking System Consumption Value by Country (2018-2029)
10.3.3 Brazil Market Size and Forecast (2018-2029)
10.3.4 Argentina Market Size and Forecast (2018-2029)
11 Middle East & Africa
11.1 Middle East & Africa Modular Bin Picking System Sales Quantity by Type (2018-2029)
11.2 Middle East & Africa Modular Bin Picking System Sales Quantity by Application (2018-2029)
11.3 Middle East & Africa Modular Bin Picking System Market Size by Country
11.3.1 Middle East & Africa Modular Bin Picking System Sales Quantity by Country (2018-2029)
11.3.2 Middle East & Africa Modular Bin Picking System Consumption Value by Country (2018-2029)
11.3.3 Turkey Market Size and Forecast (2018-2029)
11.3.4 Egypt Market Size and Forecast (2018-2029)
11.3.5 Saudi Arabia Market Size and Forecast (2018-2029)
11.3.6 South Africa Market Size and Forecast (2018-2029)
12 Market Dynamics
12.1 Modular Bin Picking System Market Drivers
12.2 Modular Bin Picking System Market Restraints
12.3 Modular Bin Picking System Trends Analysis
12.4 Porters Five Forces Analysis
12.4.1 Threat of New Entrants
12.4.2 Bargaining Power of Suppliers
12.4.3 Bargaining Power of Buyers
12.4.4 Threat of Substitutes
12.4.5 Competitive Rivalry
12.5 Influence of COVID-19 and Russia-Ukraine War
12.5.1 Influence of COVID-19
12.5.2 Influence of Russia-Ukraine War
13 Raw Material and Industry Chain
13.1 Raw Material of Modular Bin Picking System and Key Manufacturers
13.2 Manufacturing Costs Percentage of Modular Bin Picking System
13.3 Modular Bin Picking System Production Process
13.4 Modular Bin Picking System Industrial Chain
14 Shipments by Distribution Channel
14.1 Sales Channel
14.1.1 Direct to End-User
14.1.2 Distributors
14.2 Modular Bin Picking System Typical Distributors
14.3 Modular Bin Picking System Typical Customers
15 Research Findings and Conclusion
16 Appendix
16.1 Methodology
16.2 Research Process and Data Source
16.3 Disclaimer